
2325 results

Grafana Alloy is an open-source OpenTelemetry Collector distribution with programmable pipelines for metrics, logs, traces, and profiles. This skill enables agents to configure and manage observability data collection using Alloy.

Use this skill when an agent needs to lint a package before publish, catch broken exports or manifest issues, and explain exactly what will fail for consumers. It is a pre-publish validation workflow centered on publint, not a generic listing for the tool itself.

Build audio and video streaming pipelines with Liquidsoap, a statically typed scripting language purpose-built for media automation. Create internet radio stations, live stream processors, and automated playout systems with a composable operator model.

sqlc is a SQL compiler that generates type-safe Go, Python, Kotlin, and TypeScript code from plain SQL queries. You write SQL, run sqlc, and get fully typed data access functions with compile-time safety — no ORM, no reflection, no runtime query building.

Manages concurrent Puppeteer browser tabs with shared cookie jars and session persistence using Chrome DevTools Protocol. Handles tab lifecycle, navigation queues, and automatic retry with exponential backoff via puppeteer-cluster.

Renders Jinja2 templates with variable injection, macro expansion, and template inheritance. Integrates with the Jinja2 Environment API for sandboxed execution and custom filter registration.

Postgres MCP Pro is an open-source MCP server that provides AI agents with PostgreSQL database health analysis, index tuning recommendations, query plan optimization, schema intelligence, and safe SQL execution with configurable access controls.

Use Lobster when an OpenClaw operator wants one deterministic typed workflow step, with approval gates and resumable execution, instead of re-planning the same multi-step tool sequence in chat.

Automates HashiCorp Vault secret rotation using the Vault HTTP API and dynamic secrets engines. Manages database credential leases, PKI certificate renewal, and AWS STS token rotation with zero-downtime rollover.

Extracts YouTube video transcripts via the youtube-transcript-api Python library and generates semantic chapter markers. Uses sentence-transformers for topic segmentation and formats chapter timestamps for YouTube description metadata compliance.

Downloads and parses SEC EDGAR filings (10-K, 10-Q, 8-K) using the EDGAR full-text search API and python-xbrl. Extracts financial statements, risk factors, and executive compensation into structured datasets.

Instaloader is a Python CLI tool and library that downloads Instagram photos, videos, stories, reels, highlights, and IGTV content along with captions, comments, geotags, and metadata. It supports public and private profiles, hashtags, and feeds with automatic resume and profile rename detection.

Validates OAuth2 tokens using RFC 7662 introspection endpoints. Integrates with Keycloak, Auth0, and Okta token introspection APIs to verify token claims, scopes, and expiration in real time.

Diagnoses PostgreSQL slow queries using pg_stat_statements extension, EXPLAIN ANALYZE output parsing, and pg_stat_user_indexes for index usage analysis. Identifies missing indexes, sequential scan bottlenecks, and lock contention issues.

Use Cruft when an agent needs to pull new changes from a Cookiecutter template into an existing generated repository without redoing the project from scratch. The agent tracks the template origin, previews the diff, applies the update, and preserves the repository’s saved answers and local customizations as carefully as possible.

Queries the PyPI JSON API and the libraries.io API to analyze Python package metadata, dependency trees, and version histories. Uses pip-audit for vulnerability scanning against the OSV database.

Manages Plop.js micro-generators to scaffold components, modules, and boilerplate files using Handlebars templates. Drives plopfile.js configuration with custom actions and dynamic prompts.

Estimates CI/CD pipeline costs by querying the GitLab REST API v4 for job durations, runner types, and compute minutes. Maps shared vs self-hosted runner usage against GitLab pricing tiers.

Submits podcast MP3 URLs to Deepgram Nova-2 with paragraph and summarize features, then clusters returned timestamps into logical chapters using a sliding-window topic boundary algorithm. Outputs YouTube-compatible chapter timestamps and an RSS-ready podcast:chapters JSON feed. Optionally posts chapters as a Notion database entry.

Agent access to Slack conversations and workspace workflows.

Federates data from multiple GraphQL and REST APIs using Apollo Federation gateway. Implements schema stitching with automatic type merging and the DataLoader pattern for N+1 prevention.

Ghostfolio is an open-source wealth management application for tracking stocks, ETFs, and cryptocurrencies across multiple platforms. Built with Angular, NestJS, and Prisma on PostgreSQL, it provides portfolio performance analysis, allocation insights, and data-driven investment decision support.

Detects and resolves conflicts between Prettier, ESLint, and EditorConfig formatting rules using the Prettier resolveConfig API and eslint-config-prettier compatibility checker.

Use PostHog to capture product analytics events, identify users, evaluate feature flags, and route experimentation data into agent or application workflows. This skill gives an agent a concrete implementation path for instrumentation, event tracking, and flag-driven behavior using the real PostHog SDK.

Strapi is the leading open-source headless CMS built with Node.js and TypeScript. It auto-generates REST and GraphQL APIs from content types, provides a customizable admin panel, and supports roles, i18n, and plugin extensions.

fx is a terminal-based JSON viewer and processor that provides an interactive TUI for navigating, filtering, and transforming JSON, YAML, and TOML data. Built in Go with support for JavaScript/Python expressions, it replaces piping through jq for quick data exploration.

mcfly is a Rust-based shell history search tool that uses a small neural network to prioritize commands based on context. It replaces Ctrl+R with an intelligent full-screen search interface that considers your current directory, recent commands, and command exit status.

Typst is a modern markup-based typesetting system designed to replace LaTeX with a faster, easier-to-learn alternative. It features built-in markup, a scripting system, math typesetting, bibliography management, and incremental compilation for near-instant builds.

TestCafe is a Node.js-based end-to-end browser testing framework by DevExpress that requires no WebDriver installation. It supports all major browsers, automatic waiting, live mode for rapid development, and both JavaScript and TypeScript test authoring.

Runs Ansible diagnostic playbooks using ansible-runner and the Ansible Collections ecosystem (ansible.builtin, community.general). Captures system health, service status, and log analysis across inventory hosts.

Nitro is a universal server framework from the UnJS ecosystem that lets you build and deploy web servers to any JavaScript runtime — Node.js, Deno, Bun, Cloudflare Workers, Vercel, or Netlify — from a single codebase with automatic code-splitting and tree-shaking.

Transcribes audio and generates auto-chapters with summaries using AssemblyAI’s /v2/transcript endpoint with auto_chapters=true. Extracts key topics, sentiment analysis, and content safety labels via AssemblyAI SDK.

Uses PeerTube’s REST API and federation-aware platform features to automate video uploads, channel management, moderation queues, and instance operations. A strong fit for creators or communities running their own open video infrastructure.

Atuin replaces your existing shell history with a SQLite database that records additional context like exit codes, session IDs, working directories, and command durations. It provides encrypted cross-machine sync and a full-screen fuzzy search UI bound to Ctrl-R.

Use Storyblok’s Management API and JavaScript client to automate stories, components, assets, spaces, and editorial workflows in a headless CMS stack. This skill is for agents that need to operate Storyblok as a structured content system with schemas, environments, and publish states.

Manages Grafana Unified Alerting rules, contact points, and notification policies via the Grafana HTTP API. Supports alert rule provisioning and silence management across multiple Grafana instances.

Sherlock hunts down social media accounts by username across more than 400 social networks. It is the go-to OSINT CLI tool for verifying online identities, finding connected accounts, and building digital footprints from a single username string.

Orchestrates Stable Diffusion XL with ControlNet preprocessors (Canny, Depth, OpenPose) for guided image generation. Manages ComfyUI workflow JSON exports and A1111 API batch processing.

Automates Adobe Photoshop batch processing via the UXP Scripting API and CEP ExtendScript. Handles bulk resize, watermarking, color profile conversion (ICC), and smart object replacement using photoshop-connection npm package.

Introspects GraphQL APIs via the standard __schema query and analyzes type systems using graphql-js utilities (buildClientSchema, printSchema). Detects N+1 patterns, circular types, deprecated field usage, and missing nullability annotations.

Validates OpenAPI 3.x specifications using Spectral rulesets and generates interactive API documentation with Redoc and Swagger UI. Detects breaking changes using oasdiff for versioned APIs.

Metrics Dashboard Builder is built around Datadog observability platform. The underlying ecosystem is represented by DataDog/dd-trace-js (787+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like metrics API, monitors, logs, dashboards, traces, incidents and preserving the operational context […]

The official Stripe Agent Toolkit provides Python and TypeScript libraries plus a hosted MCP server for integrating Stripe payment APIs with AI agent frameworks. Supports OpenAI, LangChain, CrewAI, and Vercel AI SDK through function calling with granular API key permissions.

Builds a Zapier automation using the Zapier NLA API to trigger on new HubSpot form submissions and enrich contact records via the Clearbit Enrichment API. Enriched data is written back to HubSpot and simultaneously posted to Slack via the Web API chat.postMessage endpoint.

Generates and validates Prometheus alerting rules and AlertManager routing configurations using the Prometheus HTTP API. Implements alert grouping, inhibition rules, and silence management.

A blazing-fast, cross-platform package manager and workflow tool written in Rust. Pixi builds on the Conda ecosystem to provide reproducible, multi-language dependency management with a Cargo-like developer experience for Python, C++, R, and more.

Diagnoses CrashLoopBackOff pods in Kubernetes clusters using kubectl and the Kubernetes API. Fetches pod events, container logs, and resource limits via the /api/v1/namespaces/{ns}/pods/{name}/log endpoint. Provides structured root-cause analysis covering OOMKilled, missing ConfigMaps, failed liveness probes, and image pull errors.

Scaffolds and tests custom ESLint rules using the RuleTester API and AST Explorer patterns. Generates rule documentation with fixable autofix implementations.

Queries the Terraform Cloud API to inspect plan outputs, apply logs, and state file changes. Analyzes resource diffs including module-level changes, provider version constraints, and Sentinel policy evaluation results.

Constructs and executes SDXL image generation pipelines using diffusers library and ComfyUI API. Supports LoRA loading, ControlNet conditioning, and batch prompt scheduling.

Use promptfoo when an agent needs to evaluate prompt, agent, or RAG behavior against saved assertions before a change goes live. The value here is the repeatable evaluation workflow, not a generic AI tooling catalog entry.

Diagnoses CrashLoopBackOff pods using the Kubernetes API /api/v1/pods endpoint, kubectl logs –previous, and container runtime inspection via crictl. Identifies OOMKilled events, missing ConfigMaps, and image pull failures.

Generates dynamic GitHub Actions CI/CD matrix strategies using the GitHub REST API and YAML AST parsing via js-yaml. Automatically detects language versions, OS targets, and dependency variations from repository configuration files.

Selenium is the long-running open source browser automation framework behind the W3C WebDriver standard. It gives agents and developers a stable way to drive Chrome, Firefox, Safari, and Edge across multiple languages and execution environments.

Validates and optimizes .gitlab-ci.yml configurations using the GitLab CI Lint API (/api/v4/ci/lint). Checks for DAG dependency cycles, detects redundant job definitions, and suggests pipeline graph optimizations via the needs keyword.

Executes NRQL queries against New Relic’s GraphQL NerdGraph API for application performance monitoring. Generates automated SLA reports with percentile latency breakdowns and error budget calculations.

Run SonarQube static analysis scans via the SonarQube Web API and sonar-scanner CLI. Detects code smells, bugs, and security vulnerabilities with configurable quality gates and branch analysis support.

Show projected cloud cost increases or savings from Terraform and OpenTofu plans before a PR merges.

Analyzes PostgreSQL query performance using pg_stat_statements, pg_stat_user_tables, and EXPLAIN ANALYZE output. Identifies missing indexes via pg_stat_user_indexes and detects lock contention through pg_locks and pg_stat_activity.

Uses git-sizer to identify the specific size and history characteristics that make a repository painful to clone, fetch, repack, or work in. Use it when an agent needs evidence about large blobs, oversized trees, too many refs, or other Git pathologies before proposing cleanup.

Renders Mustache logic-less templates with partials resolution and lambda support. Uses the mustache.js library for client and server-side rendering with custom delimiter configuration.

Generates comprehensive API test suites from OpenAPI specs using Postman Collection SDK and Newman CLI. Creates parameterized test scenarios with environment-specific variables, auth flows, and assertion chains.

Gitleaks is an open-source SAST tool for detecting hardcoded secrets like passwords, API keys, and tokens in Git repositories, files, and directories. With 24,000+ GitHub stars and 20 million Docker downloads, it is the most widely adopted open-source secret scanner.

Manages ArgoCD Application and ApplicationSet resources for Kubernetes GitOps deployments. Uses the ArgoCD REST API and argocd CLI to automate sync waves, health checks, and progressive rollout configurations.

Synchronizes calendar events bidirectionally using the Microsoft Graph API /me/calendar/events endpoint. Handles delta queries with deltaToken for incremental sync, manages recurrence patterns, and resolves timezone conflicts.

Creates and manages CloudWatch alarms using the AWS SDK for JavaScript v3 (@aws-sdk/client-cloudwatch). Configures metric math expressions, composite alarms, and SNS notification routing via @aws-sdk/client-sns.

Extract structured intelligence from audio using the AssemblyAI API with sentiment analysis, entity detection, topic modeling, and auto-chapter generation. Uses the assemblyai Python SDK for transcript processing pipelines.

Provides a typed pagination wrapper for the GitHub REST API using Octokit.js and the @octokit/plugin-paginate-rest plugin. Handles Link header parsing, rate limit detection via X-RateLimit-Remaining, and automatic retry with exponential backoff. Supports listing issues, pull requests, commits, and workflow runs with async iterator patterns.

Intercept a Kubernetes service and route live cluster traffic into a local process so debugging happens against real dependencies before release.

Browse archived sessions from multiple coding agents, search across them locally, and copy exact resume commands when you need to re-enter prior work.

khal is a standards-based CLI and terminal calendar program written in Python. It reads and writes iCalendar data to vdir format, synchronizes with CalDAV servers via vdirsyncer, and provides both a command-line interface for scripting and an interactive terminal UI (ikhal) for browsing and editing events.

Performs network reconnaissance using the Shodan REST API and Shodan InternetDB. Discovers exposed services, CVE mappings, and generates asset inventories with risk scores for security teams.

Use AtlasMemory when an agent keeps losing repo context and needs indexed, evidence-linked answers with file and line anchors instead of re-reading the whole codebase every session.

Validates and lints OpenAPI 3.x specifications using swagger-parser, spectral, and openapi-typescript. Generates type-safe client SDKs and detects breaking API changes via oasdiff.

Uses extruct to pull machine-readable metadata from raw HTML so an agent can classify, deduplicate, or enrich pages without brittle full-page parsing. It is best for metadata harvesting workflows, not for crawling an entire site or rendering JavaScript-heavy pages.

A smarter cd command written in Rust, inspired by z and autojump. zoxide learns your most-used directories and lets you jump to them with minimal keystrokes across all major shells.

Creates Buildkite pipelines dynamically using the Buildkite REST API and pipeline upload commands. Manages agent targeting with queue tags and implements automatic retry strategies for flaky tests.

Testcontainers for Node.js is a library that provides lightweight, throwaway instances of databases, message brokers, browsers, and other services as Docker containers for integration testing. It automates container lifecycle management during test runs, ensuring clean and reproducible test environments.

Postman Collection Runner is built around Postman API testing platform. The underlying ecosystem is represented by postmanlabs/postman-app-support (5,996+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like collections, environments, Newman, scripts, assertions, monitors and preserving the operational context […]

Run fast DNS lookups, compare record types, and inspect resolver behavior when domains, MX records, or service endpoints look wrong.

Builds production Scrapy spiders with custom Item Pipelines for data cleaning and storage. Uses scrapy.linkextractors.LinkExtractor for crawl scoping and ItemLoader with MapCompose processors for field normalization.

Penpot is the first open-source design and prototyping platform built for cross-domain teams. Designers create visual layouts, interactive prototypes, and scalable design systems while developers get ready-to-use CSS, SVG, and HTML code — no handoff friction, no vendor lock-in.

trdsql is a CLI tool that executes SQL queries directly on CSV, LTSV, JSON, YAML, and TBLN files. It supports PostgreSQL and MySQL syntax, can join data across multiple files and databases, and outputs results in various formats including JSON, Markdown, and vertical display.

Creates custom ESLint rules using the ESLint RuleTester API and AST Explorer patterns. Generates rule implementations with auto-fix suggestions based on estree node types and scope analysis.

Monitors AWS CloudFormation stacks for configuration drift using the AWS SDK DetectStackDrift and DescribeStackResourceDrifts APIs. Generates remediation templates and integrates with AWS Config rules for continuous compliance.

Synchronizes Grafana dashboards between instances using the Grafana HTTP API v5. Handles provisioning, folder management, and datasource remapping for multi-environment observability setups.

Renovate is an open source dependency automation tool that discovers package files and opens update pull requests across many ecosystems. This skill fits agents that need to plan, configure, or operate dependency update workflows in GitHub, GitLab, Bitbucket, or other supported source control platforms.

Indexes and searches API documentation from OpenAPI 3.0 specs using swagger-parser and lunr.js. Builds searchable indexes of endpoints, parameters, and response schemas for quick reference.

Analyzes Bazel build dependency graphs to identify bottlenecks and optimize build times. Uses the Bazel Query Language (BQL), Action Graph API, and Build Event Protocol (BEP) for deep build analysis.

Sonic is a fast, lightweight, and schema-less search backend written in Rust. It serves as a drop-in alternative to Elasticsearch that runs on just a few megabytes of RAM, making it ideal for resource-constrained environments and edge deployments.

Preprocess messy PDFs into a stable form before extraction, review, packaging, or delivery workflows depend on them.

Integrates with the Codecov API v2 and codecov-cli to upload coverage reports, analyze coverage deltas, and enforce minimum thresholds. Supports lcov, cobertura, and jacoco report formats.

Scaffolds Terraform modules using the HCL SDK with provider schema introspection and automatic variable extraction. Generates documentation via terraform-docs API, validates with tflint rules, and publishes to Terraform Registry via API.

Uses AWS SDK CloudWatchClient GetMetricData and CloudWatch Logs Insights StartQueryExecution to automate incident triage. Correlates alarms via DescribeAlarms with X-Ray trace segments for root cause analysis.

Fine-tune Stable Diffusion XL models with LoRA adapters using the diffusers library and Kohya-ss training scripts. Manages dataset preparation, training configuration, and checkpoint merging for custom image generation.

Use the Anthropic algorithmic-art skill when an agent should turn a creative brief into executable generative art, not into a static image prompt or a generic design suggestion. It directs the agent toward a repeatable p5.js workflow with seeded randomness, parameter controls, and an explicit creative philosophy.

Use Dagu to define file-backed workflow jobs in YAML, run them locally or across workers, and inspect failures through a lightweight operator surface instead of a heavyweight orchestrator.

Turn a planned backlog into markdown tickets, dispatch them through coding agents, and only get pulled back in when a blocker or decision really needs you.

Integrates Aqua Security Trivy CLI for comprehensive container image vulnerability scanning. Detects OS package CVEs, language-specific dependency vulnerabilities, and IaC misconfigurations with SARIF output format for CI/CD pipeline integration.

Composio provides 1000+ pre-built toolkits with managed authentication, context management, and sandboxed execution to connect AI agents to external apps like Gmail, Slack, GitHub, and Notion. Available as Python and TypeScript SDKs with support for major agent frameworks.

Neon’s official MCP server translates natural language requests into Neon API calls, letting AI agents create projects, manage branches, run SQL queries, and perform database migrations on Neon’s serverless Postgres platform.

Microsoft Playwright MCP exposes Playwright browser automation through the Model Context Protocol, giving agents structured page access instead of screenshot-only workflows. It is a strong fit when you want dependable navigation, form filling, DOM inspection, and test-like automation inside an MCP-compatible client.

Nango is an integration platform for connecting products and agents to hundreds of APIs with managed auth, proxying, and function execution. This skill covers how to use the real Nango project for OAuth-backed integrations, API tool calling, and production sync workflows.

Zola is a fast static site generator written in Rust that ships as a single binary with built-in Sass compilation, syntax highlighting, search indexing, image processing, and multilingual support. No dependencies required.

Automates Nginx error diagnosis using nginx -T configuration dump, error.log pattern matching, and the Nginx Plus REST API /api/8/http/upstreams endpoint. Resolves 502 Bad Gateway, SSL handshake failures, and upstream timeout issues.

Creates custom Yeoman generators using the yeoman-generator API and yo CLI. Scaffolds generator packages with prompting, writing, and install phases, supporting composability via this.composeWith() for multi-generator workflows.

A practical guide to Puppeteer for browser automation, scraping, and testing. It tracks the official install flow, the Chrome/Firefox control API, and the docs you need to get started quickly.

Builds web scraping pipelines with Puppeteer using page.evaluate, page.waitForSelector, and browser.newPage. Handles infinite scroll, cookie consent banners, and anti-bot detection with stealth plugin.

Performs safe Terraform state operations using the terraform CLI state subcommands and the Terraform Cloud API. Handles state imports, resource moves, and taint operations with automatic backup and rollback.

Track token burn, spend, and model mix across multiple coding-agent tools from one local monitoring workflow.

Audit a Claude Code setup before use by flagging hardcoded secrets, broad allow rules, risky hooks, and dangerous MCP server config.

Profiles and optimizes Snowflake SQL queries using the Snowflake Information Schema and Query History views. Identifies warehouse sizing issues, scanning inefficiencies, and recommends clustering keys.

Use REUSE when an agent needs file-level licensing clarity instead of guessing from a single top-level LICENSE file. The agent checks compliance, adds or verifies SPDX headers, pulls missing license texts into LICENSES/, and produces a concrete remediation list or SPDX export.

audiowaveform is a BBC open-source C++ CLI tool that generates waveform data from MP3, WAV, FLAC, Ogg Vorbis, and Opus audio files. It outputs binary or JSON waveform data and renders PNG waveform images at configurable zoom levels.

Use Claude Code to run a structured vendor diligence workflow that questions vendor agents, cross-checks claims, and returns evidence-backed scorecards.

Dokku is a self-hosted Platform-as-a-Service built on Docker that provides Heroku-like git-push deployment on your own infrastructure. With 32,000+ GitHub stars, it supports buildpacks, Dockerfiles, custom domains, SSL via Let’s Encrypt, and a rich plugin ecosystem for databases, caching, and storage.

htmlq is a command-line tool for extracting content from HTML using CSS selectors, functioning as the HTML equivalent of jq. Written in Rust, it lets you pipe HTML through CSS selectors to extract text, attributes, and structured content directly from the terminal.

Novu is an open-source notification infrastructure platform that provides a unified API for sending notifications across email, SMS, push, in-app inbox, and chat channels. It includes a workflow engine, digest system, subscriber preferences, and embeddable React notification center.

Index local coding-agent sessions into a searchable SQLite-backed view so you can inspect usage, compare failures, and recover prior context quickly.

Use jsonrepair when an agent receives JSON-like output that is almost valid but still breaks parsers, such as trailing commas, missing quotes, or concatenated fragments. The agent’s role is to normalize the payload before validation or routing, not to replace real schema design.

ActivityWatch is a privacy-first, open-source automated time tracker that records application usage, browser activity, and AFK status across Windows, macOS, and Linux. With 16k+ GitHub stars, it provides detailed productivity analytics without sending data to external servers.

PGlite is a WASM build of Postgres packaged as a TypeScript library that runs a full Postgres database in the browser, Node.js, Bun, and Deno. At only 3.7MB gzipped, it enables local-first applications with real SQL capabilities and no external database dependencies.

Retrieves and parses SEC EDGAR filings (10-K, 10-Q, 8-K) using the EDGAR Full-Text Search API and company filing API. Extracts XBRL financial data via the SEC XBRL API for structured balance sheet and income statement analysis.

Use the Anthropic docx skill when an agent needs to produce or repair a real .docx deliverable with headings, tables, numbering, tracked changes, or layout constraints. It frames the work as a document-building workflow with validation and packaging rules, not as a generic document library listing.

Debugs failed systemd services using journalctl, systemctl, and the systemd D-Bus API. Analyzes unit dependencies, ExecStart failures, resource limits, and generates fix recommendations.

Automatically detect and fix JavaScript/TypeScript linting issues using ESLint v9 flat config and the ESLint Node.js API. Supports custom rule configurations and staged file processing with lint-staged.

Builds Grafana dashboards programmatically using grafonnet-lib (Jsonnet) and the Grafana HTTP API. Generates panel JSON for time series, stat, table, and heatmap visualizations with PromQL/LogQL queries.

Records and replays Chrome DevTools Protocol (CDP) sessions via Puppeteer’s CDPSession API, captures Network, Performance, and Accessibility domain events, and exports HAR-compatible traces for CI regression testing.

VitePress is a Vite and Vue powered static site generator focused on documentation, knowledge bases, and project sites. It gives agents a reliable way to scaffold, structure, and maintain docs sites with fast local previews and Markdown-first authoring.

An ASE skill built around the official Mailgun JavaScript SDK for sending email and managing Mailgun API workflows from Node.js. It fits agent tasks that need transactional messaging, domain-aware email operations, event handling, and direct integration with the Mailgun platform.

Pipedream is a developer-focused workflow platform for connecting APIs and running automation logic in hosted workflows. It fits ASE as a source-backed integration skill for agents that need to trigger apps, transform events, and chain API actions across services.

Use Anthropic’s webapp-testing skill to spin up one or more local servers, wait for them to become reachable, and run native Playwright checks against the rendered app. It is for agent-led verification and UI debugging of local web apps, not for listing Playwright as a generic browser framework.

Use the Harness MCP Server when an agent needs governed access to Harness pipelines, services, environments, feature flags, cost data, and related platform resources from an MCP workflow instead of sending a human through the Harness UI.

Leverages the Datadog API v2 metrics and events endpoints to detect anomalous patterns. Uses the Datadog Monitors API to create dynamic thresholds and sends escalations via OpsGenie REST API.

Runs ESLint with the –fix flag across JavaScript and TypeScript codebases, applying auto-fixable rules from eslint-config-airbnb and @typescript-eslint/recommended. Generates diff reports for manual review of remaining issues.

Implements intelligent web crawling using the Crawlee framework with adaptive request routing between CheerioCrawler and PlaywrightCrawler. Manages request queues, handles anti-bot challenges, and exports structured data.

Executes Semgrep static analysis using the semgrep CLI with custom YAML rule packs. Supports –config auto for community rules, parses JSON output via –json flag, and integrates with Semgrep App API for centralized findings management and triage workflows.

Creates animated SVGs using GSAP (GreenSock Animation Platform) and the SVG DOM API. Generates timeline-based animations with morphing paths via flubber and scroll-triggered sequences using ScrollTrigger plugin.

Fetch manual or auto-generated YouTube subtitles, including translations, without Selenium or API keys before summarization, extraction, or quote-checking.

Runs Semgrep code and supply-chain checks with `semgrep scan`, registry rule packs, and dependency-aware findings to surface risky patterns early. Useful when agents need to summarize security results in repo terms developers can act on immediately.

Deploys intelligent web scraping actors on the Apify platform using the Apify SDK with RequestQueue and Dataset APIs. Handles dynamic content via Apify CheerioCrawler and PlaywrightCrawler with automatic scaling.

Salesforce MCP Server is built around Salesforce CRM platform. The underlying ecosystem is represented by jsforce/jsforce (1,452+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SOQL, REST API, objects, workflows, envelopes, records, sync and preserving the operational […]

CairoSVG is a Python-based SVG converter built on the Cairo 2D graphics library. It converts SVG files to PNG, PDF, EPS, and PostScript formats via both a CLI and a Python API, making it a reliable tool for automated image pipeline workflows.

Generates and validates Prometheus alerting rules from natural language descriptions using the Prometheus HTTP API and PromQL query engine. Supports Alertmanager routing configuration and Grafana dashboard annotation.

Orchestrates complex task workflows using the Todoist Sync API v9 with incremental sync via sync_token. Uses commands array for atomic batch operations on items, projects, and labels.

Manages GitOps deployments via the ArgoCD REST API and argocd CLI. Triggers application syncs through /api/v1/applications/{name}/sync, monitors health status via /api/v1/applications/{name}, and manages rollbacks using /api/v1/applications/{name}/rollback for Kubernetes workloads.

Provides deep dependency analysis using npm audit, socket.dev API for supply chain risk scoring, and bundlephobia API for bundle size impact assessment. Generates license compliance reports via license-checker.

Uses Lynis to run an on-host security audit and turn the findings into a prioritized hardening checklist for an agent or operator. Invoke it when a machine is about to become internet-facing, after base image changes, or whenever you need a quick read on hardening drift instead of a generic vulnerability scan.

Scan local archives for duplicate files, similar images, similar videos, empties, and related cleanup targets before deleting or reorganizing them.

Record AI coding sessions next to commits so an agent can recover why code changed, resume from checkpoints, and hand off work cleanly.

Generates channel summaries using Slack Bolt SDK with conversations.history and conversations.replies endpoints. Leverages OpenAI GPT-4 API for abstractive summarization and delivers digests via Slack Block Kit interactive messages.

Use curated Trail of Bits security skills inside Claude Code when the job is auditing, variant hunting, or fix verification rather than generic coding assistance.

Plane is an open-source project management platform that serves as a self-hostable alternative to Jira, Linear, and ClickUp. It provides issue tracking, sprint cycles, product roadmaps, collaborative documents, and project analytics with a modern interface and full data ownership.

Builds dependency graphs for Python packages using the PyPI JSON API and pipdeptree library. Visualizes transitive dependency chains and identifies version conflict risks.

Validates SQL database migrations for safety using pg_stat_statements analysis and pt-online-schema-change dry-run mode. Checks for long-running locks, missing indexes on foreign keys, and backward-incompatible column changes.

Restic is a fast, secure, and efficient backup program supporting local, SFTP, S3, Azure, GCS, and many other storage backends. Written in Go with 32k+ GitHub stars, it features deduplication, encryption, and snapshot-based incremental backups.

Textual is a lean application framework for Python that lets you build sophisticated terminal user interfaces with a simple API. Apps built with Textual run in the terminal and can also be served in a web browser, making it ideal for dashboards, data explorers, and developer tools.

OpenProject is a mature open source project management platform for work packages, roadmaps, timelines, and collaborative planning. This skill helps agents use the real OpenProject platform, docs, and deployment model for teams that want structured project operations on their own infrastructure.

Automates visual regression testing using Puppeteer page.screenshot() with pixelmatch diffing. Captures full-page screenshots at multiple viewport sizes and generates HTML diff reports with highlighted change regions.

Budibase is an open-source low-code platform for internal apps, forms, portals, and approvals. It gives agents a practical way to stand up operational tools on top of PostgreSQL, REST APIs, and other business data sources with self-hosted deployment options.

Analyzes Terraform state files and plan outputs to detect drift, orphaned resources, and dependency cycles. Uses the Terraform CLI state commands, tfsec for security scanning, and Infracost API for cost impact analysis.

Builds composable image processing pipelines using the Sharp library with libvips bindings for Node.js. Chains resize, crop, overlay, and format conversion operations with streaming I/O, EXIF metadata preservation, and ICC color profile management.

Generates project Makefiles with standard targets using GNU Make syntax, autodeps pattern rules, and integration with package managers (npm scripts, Poetry tasks, Cargo commands). Produces .PHONY declarations and help targets.

Creates GitLab CI/CD pipeline templates using Auto DevOps components, Kaniko for container builds, and SAST/DAST security scanning. Supports multi-project pipelines with trigger and bridge jobs.

Validates Jenkinsfile syntax using the Jenkins Pipeline Linter REST API before commits. Integrates with jenkins-client npm SDK to authenticate and submit declarative or scripted pipelines for server-side validation.

Ansible Playbook Runner is built around Ansible automation engine. The underlying ecosystem is represented by ansible/ansible (68,365+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like ansible-playbook CLI, inventories, roles, Vault, dynamic inventory plugins and preserving the operational […]

A modern, maintained replacement for the ls command, written in Rust. eza provides colorized output, Git integration, tree views, symlink awareness, and extended attribute support in a single fast binary.

Loki Log Query Agent is built around Grafana Loki log aggregation system. The underlying ecosystem is represented by grafana/loki (27,858+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like LogQL, labels, streams, tailing, retention, query frontend and preserving […]

Scans AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection API. Identifies unusual error patterns, latency spikes, and log volume anomalies across log groups.

Converts OpenAPI 3.x specification files into browsable API reference documentation using swagger-parser and redoc-cli. Generates static HTML, markdown, and Postman collection exports from YAML/JSON spec files.

Extracts structured text, metadata, and embedded objects from PDFs, Office documents, and 1000+ file formats using the Apache Tika REST API. Outputs clean Markdown or JSON with XMP metadata preservation.

whisper.cpp is a lightweight, high-performance C/C++ port of OpenAI’s Whisper automatic speech recognition model. It runs on CPU and GPU across all major platforms with zero dependencies and zero runtime memory allocations.

Directus turns a SQL database into a headless CMS, admin app, and instant API layer without forcing a proprietary data model. It is a strong fit for teams that want self-hosted content operations, internal tooling, and database-first workflows with REST, GraphQL, auth, and extension support.

Extracts clean markdown content from any URL using the Jina Reader API (r.jina.ai). Handles JavaScript-rendered pages, PDF extraction, and multi-page crawling with depth control. Returns structured LLM-ready text.

The official HashiCorp Terraform MCP server integrates with the Terraform Registry and HCP Terraform, enabling AI agents to browse providers, discover modules, manage workspaces, and validate infrastructure configurations through the Model Context Protocol.

Triages Outlook emails using the Microsoft Graph API /me/messages endpoint with $filter OData queries and inferenceClassification. Applies category labels, moves messages to focused/other folders, and creates Planner tasks from flagged items via the Tasks API.

Run a fast typo pass across source files and documentation so common misspellings are fixed before they spread through reviews and releases.

Watches Kubernetes event streams via the Watch API and correlates pod lifecycle events with resource metrics from Metrics Server. Detects CrashLoopBackOff patterns and OOMKilled signals for automated triage.

Papermark is an open-source alternative to DocSend for secure document sharing with built-in page-by-page analytics, custom branding, custom domains, and self-hosting support. Built with Next.js and PostgreSQL.

Analyzes and optimizes CircleCI workflows using the CircleCI v2 API. Identifies bottlenecks in job dependency graphs, suggests parallelism improvements, and monitors pipeline credit usage.

Use Caliber when agent-facing repo instructions have started drifting from the actual codebase and you want one workflow to audit, generate, review, and keep those files fresh across multiple coding agents.

Mockoon is the fastest way to run mock REST APIs locally. It provides a desktop application and a CLI for creating mock API servers with dynamic response templates, proxy mode, OpenAPI import, and request logging — no account required, fully open source.

Automates Terraform Cloud workspace runs using the TFC API v2. Creates runs via POST /api/v2/runs with plan-only or auto-apply modes, streams plan output from /api/v2/plans/{id}/log, and manages workspace variables through /api/v2/workspaces/{id}/vars for infrastructure-as-code pipelines.

Queue Backup Runbook is built around Apache Kafka event streaming platform. The underlying ecosystem is represented by tulios/kafkajs (3,987+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like topics, partitions, consumer groups, offsets, producers, admin APIs and preserving […]

Runs kubectl describe pod, kubectl logs –previous, and kubectl get events to diagnose CrashLoopBackOff and OOMKilled pods. Parses container exit codes, resource limits, and liveness probe configurations for root cause analysis.

Measure whether a RAG change actually improved answers and retrieval, instead of guessing from a few spot checks.

WordPress Playground runs a full WordPress instance entirely in the browser using WebAssembly-compiled PHP. It enables zero-setup WordPress testing, plugin previews, and interactive demos without any server infrastructure.

Wraps OWASP ZAP API for automated web application security testing including active scan, spider crawl, and ajax spider endpoints. Generates structured findings reports with CWE classifications and OWASP Top 10 category mapping.

Tolgee is an open-source localization platform that lets developers and translators manage translations through in-context editing, machine translation integration, and SDKs for React, Vue, Angular, Svelte, and more. It includes MCP server support for AI coding assistants.

Use waybackpack when an agent needs the full historical record for a URL, not a few clicks through the Wayback Machine UI. The agent can list or download snapshots, constrain by date, deduplicate archives, and preserve evidence locally before a site changes or disappears.

Uses ffmpeg-normalize to batch-normalize audio levels so an agent can hand off consistent output without opening a DAW or touching every file by hand. It fits pipelines that need EBU R128, RMS, or peak targets across mixed media before delivery.

An agent skill built on the official WordPress MCP Adapter plugin, which bridges the WordPress Abilities API to the Model Context Protocol. Enables MCP-compatible AI clients to discover and invoke WordPress plugin, theme, and core abilities programmatically through a standardized transport layer.

Generates and manages GitHub Actions workflows using the Workflow YAML syntax and GitHub REST API. Supports matrix builds, reusable workflows, and composite actions.

ElectricSQL is a read-path sync engine for PostgreSQL that handles partial replication, data delivery, and fan-out. It syncs data out of Postgres in real time using an HTTP API that integrates with CDNs, with Shapes for managing partial replication and client libraries for React and TypeScript.

Separates audio tracks into individual stems (vocals, drums, bass, other) using Meta’s Demucs neural network model via the demucs Python package. Supports batch processing of WAV and MP3 files, outputs isolated stems in FLAC or WAV format, and integrates with FFmpeg for format conversion and loudness matching post-separation.

Captures clean site content through Firecrawl endpoints like `/v1/scrape`, `/v1/map`, and `/v1/crawl`, with Markdown output for downstream agents. Great for turning messy websites into reliable research corpora, docs snapshots, or retrieval-ready source material.

An open-source terminal-native AI coding agent written in Go that supports 75+ LLMs including Claude, GPT, Gemini, and local models. Provides file editing, code generation, shell command execution, and project understanding without subscription fees.

Analyze and optimize Midjourney prompts using parameter tuning for –ar, –stylize, –chaos, and –weird flags. Generates prompt variations with style references (–sref) and character references (–cref) for consistent image output.

Generates Grafana dashboard JSON using the Grafana HTTP API /api/dashboards/db endpoint. Creates panels with Prometheus, InfluxDB, and Elasticsearch datasource queries pre-configured for common infrastructure metrics.

Resolves TypeScript symbols and generates API documentation using the TypeDoc compiler API and ts-morph for AST manipulation. Creates interlinked reference pages with declaration merging support and module augmentation tracking.

Sync an OpenClaw workspace to your own cloud storage or push encrypted agent-system backups with OpenClaw-aware mailbox, mirror, and bisync modes.

dprint is a pluggable and configurable code formatting platform written in Rust. It unifies formatting for TypeScript, JavaScript, JSON, Markdown, TOML, CSS, HTML, Dockerfile, and more through a single CLI with a Wasm-based plugin architecture for maximum speed.

Automates Jenkins CI/CD pipeline configuration using the Jenkins REST API and Jenkinsfile DSL. Manages multi-branch pipelines, triggers builds via webhooks, and parses build artifacts for deployment readiness.

Diagnoses Kubernetes pod crash loops by analyzing events, logs, and resource quotas via the Kubernetes API and kubectl debug. Correlates OOMKill signals with container memory profiles from Prometheus queries.

Analyzes .eslintrc configurations and extended rulesets using the ESLint Node.js API and eslint-config-inspector. Detects conflicting rules between Prettier, TypeScript-ESLint, and Airbnb presets, generating a unified conflict-free config.

Uses the Snyk CLI and REST API v1 to scan package manifests for known CVEs. Cross-references findings with the GitHub Advisory Database and produces SBOM documents in CycloneDX format.

Netlify Site Manager is built around Netlify deployment platform. The underlying ecosystem is represented by netlify/cli (1,837+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like sites API, deploy previews, functions, env vars, build hooks, edge functions and […]

Integrates the OWASP ZAP API to run automated DAST scans against web applications. Parses ZAP JSON reports, triages alerts by CVSS severity, and generates remediation tickets via Jira REST API.

Build and manage GitLab CI/CD pipelines using .gitlab-ci.yml and the GitLab REST API v4. Supports multi-project pipelines, DAG scheduling, and GitLab Runner fleet management.

Uses the Gemini Imagen 3 API (imagegeneration endpoint) to apply stylistic transformations to uploaded images, converting photos to watercolor, line art, or oil painting styles. Accepts base64-encoded input images and returns styled outputs with configurable style prompts.

Validates Pandas DataFrame structures using the pandera library API and pa.DataFrameSchema definitions. Enforces column types, nullable constraints, and custom check functions via pandera.Check.

Validates Jenkinsfile declarative and scripted pipelines using the Jenkins Pipeline Linter HTTP API (/pipeline-model-converter/validate) and npm-groovy-lint for Groovy static analysis with CodeNarc rulesets.

Run static analysis on bash and shell scripts using ShellCheck to detect syntax errors, semantic pitfalls, and portability issues. Produces machine-readable diagnostics with fix suggestions.

AWS CDK Scaffolder is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like AWS SDK, IAM, STS, S3, Lambda, CloudWatch, DynamoDB, EC2 and […]

Manages Apollo Federation v2 supergraph composition from subgraph schemas, validating composition rules and generating rover CLI deployment manifests. Handles @key, @shareable, and @override directives.

Parses and diagnoses Nginx error logs and access logs using pattern matching against known error signatures. Integrates with the Nginx Plus REST API /api/8/ endpoints for real-time upstream health, connection metrics, and SSL certificate expiration monitoring.

Generates GitHub Actions workflow YAML files using the GitHub REST API v3 and Actions API. Supports matrix builds, reusable workflows, and composite actions with caching via actions/cache.

Creates interactive Slack workflows using Block Kit UI components and the Bolt.js framework. Implements slash commands, modal views via views.open(), and message shortcuts with action listeners.

Connects headless CMS backends (WordPress WPGraphQL, Strapi, Contentful) to frontend frameworks using Apollo Client and urql. Handles content previews, ISR cache invalidation, and webhook-driven rebuilds.

Validates TLS/SSL certificate chains using OpenSSL x509 verification and checks OCSP stapling status. Integrates with Let’s Encrypt ACME protocol for automated certificate renewal alerts and CT log monitoring via crt.sh API.

Use Licensee when an agent needs to inspect a repository and determine what license text it actually matches before a dependency is approved or a codebase is redistributed. The skill is about evidence-backed license detection, not legal advice or broader compliance automation.

Builds multi-service Docker Compose stacks using Docker Engine SDK for Python with automatic health check configuration and network isolation. Validates compose files against the Compose Specification v2.x and generates .env templates.

Reads from and writes to Notion databases using the official Notion API v1, supporting filtered queries, property mapping, and bulk page creation from structured JSON input. Resolves relation and rollup properties automatically when generating linked records.

Run a dead-code pass on Python repositories before refactors so agents can flag unused functions, classes, imports, and variables instead of deleting blindly.

Generates daily email digests from Microsoft 365 mailboxes using the Microsoft Graph API /me/messages endpoint. Groups emails by sender, thread, and priority using the inferenceClassification properties.

Jina Reader converts any URL to LLM-friendly markdown by prefixing https://r.jina.ai/ to any web address. It also provides a search endpoint at https://s.jina.ai/ that returns web search results in clean markdown format for RAG and agent workflows.

Give a coding agent symbol-aware lookup, cross-file rename, and structural edit tools before it starts making brittle text-only changes.

Capture a terminal session as a replayable cast when an agent needs a text-native CLI repro or walkthrough instead of a generic screen recording.

Explores the npm registry using the Registry API and npms.io scoring API. Analyzes package quality, dependency trees, and bundle sizes via bundlephobia API.

Deploys models from Hugging Face Hub to Inference Endpoints using the huggingface_hub client and REST API. Monitors endpoint health and autoscaling status and streams logs to the terminal. Supports private repos with HF_TOKEN and custom Docker containers.

Executes EXPLAIN ANALYZE BUFFERS on slow PostgreSQL queries and parses the plan tree for sequential scans, nested loop joins, and sort spills. Integrates with pg_stat_statements for identifying top resource-consuming queries.

Monitors Jenkins CI pipelines via the Jenkins REST API (/api/json) and Blue Ocean REST endpoints. Tracks build queue times, stage durations, and test result trends using JUnit XML parsing.

Validate workflow syntax, expressions, and shell steps before broken GitHub Actions changes reach CI.

jrnl is a command-line journal application that lets you capture thoughts and notes without leaving the terminal. It stores entries as human-readable plain text with optional AES encryption, supports natural-language timestamps, and integrates with external editors and cloud sync services.

Constructs incident timelines from PagerDuty Events API v2, Datadog Monitors API, and Slack message archives. Correlates alerts with deployment events for root cause analysis.

Triage inbox backlog with the Gmail API’s `users.threads`, `users.messages`, and `users.labels` methods so agents can classify and prioritize whole conversations instead of isolated emails. Useful for support, recruiting, or founder inboxes where thread context matters more than single-message scanning.

Turn a live webpage into a clean offline artifact such as a PDF or readable archive for review, citation, or handoff.

Decode JWTs, inspect claims, and verify or sign tokens with local keys during auth debugging and test setup.

Ingest disk, log, and system artifacts into a sortable forensic timeline before analysis, scoping, or case review.

An ASE skill built around the official Mux Node SDK for working with Mux Video and Mux Data from JavaScript or TypeScript. It fits agent workflows that need programmable video uploads, asset lifecycle control, playback setup, webhook-aware automation, and analytics integration.

Use Browserbase when an agent needs hosted browser sessions, remote automation, session recording, and scalable browser infrastructure without managing Chromium fleets directly. This skill packages the Browserbase API and SDK into a concrete workflow for running, monitoring, and extracting results from cloud browser sessions.

Creates end-to-end tests with Cypress cy.intercept() for API mocking and cy.wait() for request assertion. Uses Cypress Testing Library queries with findByRole() and findByText() for accessible element selection.

Extracts and indexes Python module documentation using ast.parse and docstring_parser library. Supports Google, NumPy, and Sphinx docstring formats with type hint cross-referencing via typing_inspect.

Pulls search analytics from Google Search Console’s /searchanalytics/query API to identify declining pages and keyword cannibalization. Calculates CTR optimization opportunities by comparing actual vs expected click-through rates.

An official MCP server from Tavily that provides AI agents with real-time web search, page extraction, site mapping, and web crawling capabilities. Connects to Tavily’s search API to deliver structured, relevant results optimized for LLM consumption.

DevDocs aggregates 500+ API documentation sets into a single searchable interface with instant fuzzy search, offline support, and keyboard navigation. Maintained by freeCodeCamp with 38,000+ GitHub stars, it serves as a comprehensive reference for programming languages, frameworks, and tools.

esbuild is an extremely fast JavaScript and TypeScript bundler written in Go that delivers 10-100x faster build times than traditional tools like webpack. It handles bundling, minification, tree shaking, source maps, and CSS modules with a straightforward API available from the CLI, JavaScript, and Go.

Creates and manages Slack workflows using @slack/bolt and @slack/web-api. Builds interactive modals with Block Kit, handles slash commands, and orchestrates multi-step approval flows via Slack Events API.

Dispatch specialized WCAG review agents to inspect code or content before inaccessible patterns ship.

Use Spec Kit when an agent should turn a feature idea into a spec-first workflow with explicit artifacts, planning steps, and task breakdowns before code is written.

Browserbase MCP Server gives agents cloud browser control through Browserbase and Stagehand, with both hosted HTTP and self-hosted stdio options. It suits teams that want MCP-based browser automation but prefer Browserbase sessions and Stagehand’s action model instead of running Playwright locally.

Extracts executable task definitions from Markdown files and runs them as shell pipelines. Parses fenced code blocks with task metadata annotations and manages dependencies between tasks.

Capture and inspect file reads, writes, and shell activity from coding agents so developers can audit what actually happened after a session goes sideways.

Topgrade is a CLI tool written in Rust that detects all package managers and updatable sources on your system and runs the appropriate update commands in one shot. It supports over 60 package managers including apt, brew, npm, pip, cargo, flatpak, snap, firmware updates, and more.

Integrates with the Uptime Robot API to monitor status page changes and push webhook alerts to Slack or PagerDuty. Uses the UptimeRobot getMonitors endpoint to detect downtime transitions.

An ASE skill built around the official Cartesia JavaScript SDK for text-to-speech and voice API workflows. It is a strong fit for agents that need programmatic voice generation, low-latency speech responses, and direct integration with Cartesia’s hosted models.

Yoast SEO is one of the most widely deployed WordPress SEO plugins, and this skill turns its real analysis surface into a practical workflow for optimizing content, schema, metadata, and indexing behavior. It is aimed at WordPress operators who want agent help with SEO settings that map to the actual Yoast plugin and docs.

Configures and optimizes Ruff Python linter settings using the ruff CLI and pyproject.toml schema. Migrates from Flake8, isort, and Black configurations with automatic rule mapping.

Validates OpenAPI 3.0/3.1 specifications using the @readme/openapi-parser and Spectral linter with custom rulesets. Detects missing descriptions, inconsistent naming conventions, and security scheme gaps in your API definitions.

Give an agent curated scientific workflows, databases, and domain-specific guidance when general prompting is not reliable enough for research-heavy work.

An ASE skill built on the official Mailtrap Node.js SDK for sending transactional email and working with Mailtrap sandbox or production flows. It is well suited to agent workflows that need API-driven email delivery, test inbox validation, and structured messaging automation.

Run fast, high-quality neural text-to-speech locally with Piper. Supports 20+ languages with compact ONNX voice models, no cloud API required, and produces natural-sounding speech on CPUs including Raspberry Pi.

Generates Prometheus alerting rules and AlertManager routing configs from natural language descriptions. Leverages PromQL query builder and the Alertmanager API v2 for live rule validation.

wp-browser is a PHP library that provides Codeception modules for testing WordPress plugins and themes. It supports unit, integration, functional, and acceptance testing with WordPress-aware test environments and database isolation.

LiteLLM is an open-source Python SDK and proxy server that provides a unified OpenAI-compatible interface to call 100+ LLM APIs including OpenAI, Anthropic, Azure, Bedrock, and more. It includes cost tracking, guardrails, load balancing, and virtual key management for production deployments.

Use vobject when an agent receives .vcf contact exports and needs reliable parsing into names, emails, phone numbers, organizations, and addresses before import or cleanup. This skill is for vCard normalization and serialization, not contact sync, outreach, or CRM management.

Inspect CSV, TSV, JSON, and parquet drops interactively, spot suspicious columns fast, and decide the next cleanup step without opening a spreadsheet.

Navigates and queries the Stripe REST API documentation using stripe-node SDK methods. Resolves payment intent lifecycle, webhook event schemas, and Connect platform payout structures with type-safe parameter validation.

Convert PDFs into LLM-ready markdown or coordinate-aware JSON, and use the same pipeline for tagged-PDF accessibility workflows when that is the real job to be done.

libSQL is an open-source, open-contribution fork of SQLite by Turso that adds embedded replicas, server mode, and WebAssembly UDFs. This skill enables agents to work with libSQL for edge computing, serverless, and embedded database workloads.

Execute large parallel object-store operations from command files or shell pipelines when agents need speed and repeatability beyond basic aws s3 loops.

Validate data quality using the Great Expectations Python library. Define expectations as unit tests for your data, run validation suites, and generate human-readable data quality reports.

Run Oxlint from the Oxc toolchain to lint JavaScript and TypeScript codebases at extreme speed. Written in Rust, Oxlint is 50-100x faster than ESLint and used by Shopify, ByteDance, and Preact.

Verifies GitHub Actions OIDC tokens against the GitHub OIDC provider JWKS endpoint. Validates subject claims, audience restrictions, and repository ownership for secure cloud deployments.

Uses the Notion SDK and Notion AI’s /v1/pages and /v1/blocks/children endpoints to retrieve page content and invoke AI-powered summarization. Extracted action items are appended as a structured database entry via databases.query and pages.create.

Resolves Python package dependencies using the PyPI JSON API and pip resolver algorithm. Generates locked requirements files and checks compatibility across Python version markers via packaging library.

Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.

Uses boto3 and the AWS IAM Access Analyzer API to enumerate all roles, policies, and users, then flags permission combinations that could allow privilege escalation to AdministratorAccess. Outputs findings mapped to MITRE ATT&CK TA0004 with remediation steps and least-privilege replacement policy JSON.

Extracts query history and performance metadata from Snowflake using the Snowflake Python Connector and INFORMATION_SCHEMA.QUERY_HISTORY view. Identifies expensive queries by credits consumed, data scanned, and spillage to remote storage. Exports results to a Pandas DataFrame for downstream analysis or Slack reporting.

NestJS is a progressive Node.js framework built with TypeScript, inspired by Angular. It provides dependency injection, modular architecture, and supports REST, GraphQL, WebSockets, and microservices.

Manages Apache Avro schema evolution with compatibility checking via Confluent Schema Registry API. Validates forward, backward, and full compatibility across schema versions automatically.

Stagehand is Browserbase’s open source SDK for browser agents, combining code-first control with natural language actions. It is aimed at reliable production browser automation, with TypeScript integrations, docs, and npm distribution for agent workflows.

RealtimeSTT is a Python library for real-time speech-to-text with advanced voice activity detection, wake word activation, and instant transcription. It combines WebRTC VAD, Silero VAD, and Faster Whisper for production-grade voice input in agent applications.

Interfaces with CircleCI API v2 /pipeline and /workflow endpoints to analyze build performance. Identifies slow jobs via timing data, recommends Docker layer caching, and generates optimized .circleci/config.yml with parallelism settings.

Manages AWS CodePipeline stages and actions using AWS SDK for JavaScript (CodePipeline, CodeBuild, CodeDeploy APIs). Automates blue-green deployments and cross-account pipeline configurations.

Collects daily standup updates from Slack channels using the Web API and generates team summaries with blockers highlighted. Posts formatted digests via Incoming Webhooks.

Redis MCP Server is built around Redis in-memory datastore. The underlying ecosystem is represented by redis/redis (73,523+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like keys, hashes, TTLs, streams, pub/sub, sorted sets, locks and preserving the operational […]

Pytest Fixture Generator is built around pytest Python testing framework. The underlying ecosystem is represented by pytest-dev/pytest (13,718+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like fixtures, parametrization, markers, plugins, xdist, assertion introspection and preserving the operational […]

Validates live API responses against JSON Schema definitions using Ajv (Another JSON Schema Validator). Supports OpenAPI 3.x schema extraction and detects undocumented fields or type mismatches.

Queries Datadog APM trace data via the Datadog Tracing API v2 to identify latency bottlenecks and error hotspots. Generates flame graph summaries and service dependency impact reports.

Builds searchable cross-reference indexes from Doxygen XML output using doxyparse and doxygen-awesome-css themes. Maps function call graphs, inheritance hierarchies, and include dependency chains across C/C++ codebases.

Connects to IMAP email servers to classify, prioritize, and auto-label incoming messages using rule-based and ML-driven filtering. Supports Gmail, Outlook, and Fastmail.

Create terminal session recordings as GIFs, videos, or images using VHS (charmbracelet/vhs). Write declarative .tape scripts that define typed commands, delays, and settings — then render pixel-perfect terminal demos automatically.

Monitors Checkly browser checks via the Checkly Management API and notifies teams on Playwright test failures. Extracts failure screenshots, trace URLs, and degraded check results.

PagerDuty MCP Server is built around PagerDuty incident response platform. The underlying ecosystem is represented by PagerDuty/pdjs (69+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like incidents, escalation policies, schedules, services, responders, analytics and preserving the operational […]

Automates git bisect workflows with custom test scripts and CI pipeline integration. Uses the Git CLI and GitHub Actions API to identify regression-introducing commits across large repositories.

Directus is an open-source headless CMS that wraps any SQL database with instant REST and GraphQL APIs, a no-code admin panel, and granular role-based access control. It turns existing databases into full-featured backends with authentication, file storage, and real-time subscriptions.

Validates and transforms Pandas DataFrames using Pandera schema definitions with column-level dtype, nullable, and custom check constraints. Auto-generates Pandera schema code from sample DataFrames.

FastMCP is the standard Python framework for building Model Context Protocol servers, clients, and applications. It provides automatic schema generation, transport negotiation, and protocol lifecycle management, letting developers wrap Python functions into MCP-compliant tools with minimal boilerplate.

Executes Semgrep CLI with custom YAML rules and the Semgrep Registry API to detect anti-patterns, vulnerabilities, and taint tracking violations. Outputs SARIF-formatted results for GitHub Security tab integration.

Run statistically sound comparisons on eval results so prompt and model changes are judged by confidence bounds, not bar-chart vibes.

Creates, validates, and publishes CircleCI Orbs using the CircleCI CLI and Orb Registry API. Handles semantic versioning, namespace management, and orb dependency resolution.

Use GritQL when an agent needs reviewable structural search and rewrite passes across a large codebase before a migration, policy cleanup, or API change, instead of relying on regex or hand edits.

Exports assets from Figma files using the Figma REST API v1. Extracts component sets, design tokens (colors, typography, spacing), and renders frames as SVG/PNG. Generates CSS custom properties from styles.

Generates and validates JSON-LD structured data markup for articles, products, FAQs, and HowTo content types following Schema.org specifications. Integrates with Google’s Rich Results Test API and validates against the Schema.org vocabulary using the sdtt validator.

Manages ArgoCD application syncs via the ArgoCD REST API /api/v1/applications/{name}/sync endpoint. Monitors sync status, handles rollback operations, and validates Kubernetes manifest health using argocd CLI diff commands.

Lets an agent run dbt parity checks, relation diffs, and row or value comparisons so refactors and source swaps can be verified before rollout.

Check grammar, style, and spelling across 25+ languages with LanguageTool. This open-source proofreading engine can run as a local Java server or via its public API, providing detailed error reports with correction suggestions for any text content.

React Email is an open source component library for building responsive, cross-client email templates using React and TypeScript. It handles Gmail, Outlook, and Apple Mail inconsistencies, supports dark mode, and renders to standard HTML for use with any email provider.

Performs SAST scanning using Semgrep CLI and Semgrep Registry rules. Detects OWASP Top 10 vulnerabilities, injection flaws, and insecure patterns with custom rule YAML authoring.

Synchronize marketplace transactions using the Stripe Connect API with automatic payout splitting, transfer reversals, and account onboarding via Stripe.js and the stripe-node SDK.

Infers Protocol Buffer (.proto) definitions from JSON samples using protobuf-compiler and grpcio-tools. Generates proto3 schemas with nested message types, enums, and gRPC service stubs.

Lints Protocol Buffer definitions using the Buf CLI ruleset and validates gRPC service contracts. Detects breaking changes between proto revisions using buf breaking with git integration.

Bulk-generates SEO meta descriptions from page content using OpenAI’s GPT-4o API with custom system prompts tuned for SERP CTR optimization. Validates character limits, checks for duplicate descriptions via Screaming Frog CSV exports, and outputs Yoast SEO-compatible import files.

Moonshine Voice is a fast on-device speech recognition library for interactive voice applications. This skill helps agents install the Python package, load supported language models, transcribe live microphone input, and wire transcript events into local voice-command workflows.

Google Workspace CLI, branded as gws, is a command-line tool that gives humans and AI agents structured access to Drive, Gmail, Calendar, Sheets, Docs, Chat, and other Workspace APIs. It is designed to remove API boilerplate while keeping responses machine-friendly for agent workflows.

Lets an MCP-compatible agent search Help Scout inboxes, customers, organizations, and full thread history so support replies start with the right account and ticket context.

Generates and validates Kubernetes Helm charts using helm template and helm lint APIs. Supports values schema generation via json-schema-generator and chart dependency resolution with helm dependency update.

Manages GraphQL schema evolution using graphql-inspector for breaking change detection and Apollo Rover CLI for schema composition. Validates schemas against custom ESLint rules via @graphql-eslint/eslint-plugin.

Crush is a terminal-native AI coding agent built by Charmbracelet that connects your code, tools, and workflows to any LLM. It supports multi-model switching mid-session, MCP extensibility, and LSP-enhanced context across every major platform.

ArgoCD MCP Server is built around Argo CD GitOps deployment controller for Kubernetes. The underlying ecosystem is represented by argoproj/argo-cd (22,391+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Argo CD API, application sync, health checks, resource […]

Browsertrix Crawler is a browser-based crawling system from Webrecorder for high-fidelity site capture, QA replay analysis, and configurable crawl behavior. It runs complex crawls in a single Docker container and uses Puppeteer plus Chrome DevTools Protocol under the hood.

Hanko is an open-source authentication and user management platform built on passkeys and WebAuthn. It provides a drop-in authentication solution as an alternative to Auth0, Clerk, and Stytch, with pre-built web components, a REST API, and an admin dashboard.

Diagnoses Kafka consumer group lag using the Kafka AdminClient API and JMX metrics exposed via the Confluent Metrics API. Identifies slow consumers, topic partition hotspots, and broker rebalance storms that contribute to lag growth. Provides a step-by-step runbook to tune fetch.min.bytes, max.poll.records, and partition count.

An MCP server that enables AI agents to manage Docker containers, images, volumes, and networks through natural language. Supports local and remote Docker engines for container lifecycle operations via the Model Context Protocol.

Remotion is a framework for making videos programmatically with React. It lets agents and developers generate branded videos, social clips, explainers, and template-based renders using code, reusable components, and a documented rendering toolchain.

Caddy is a fast, extensible web server written in Go that provides automatic HTTPS via Let’s Encrypt and ZeroSSL. It supports HTTP/1.1, HTTP/2, and HTTP/3, features a simple Caddyfile configuration format, a powerful JSON API for dynamic config, and serves as a production-grade reverse proxy with zero external dependencies.

pydub is a Python library that provides a simple, high-level interface for manipulating audio files. It supports slicing, concatenation, volume adjustment, crossfading, format conversion, and effects processing across all formats supported by FFmpeg.

Validates Nginx configurations using nginx -t syntax checking, the crossplane Python parser for structural analysis, and gixy security analyzer. Detects misconfigurations, SSL issues, and security vulnerabilities.

AutoGen is Microsoft’s open-source framework for building multi-agent systems where AI agents converse with each other and humans to solve tasks, with support for tool use and human-in-the-loop workflows.

Run Knip to find and remove unused files, dependencies, and exports in JavaScript and TypeScript projects. Reduces bundle size, maintenance burden, and dependency attack surface.

Creates and manages custom Nx workspace generators using @nrwl/devkit with TypeTree file generation and schema.json validation. Automates monorepo library and app scaffolding with dependency graph awareness.

Ghostty is a fast, feature-rich, cross-platform terminal emulator that uses platform-native UI and GPU acceleration. Created by Mitchell Hashimoto, it provides a native experience on macOS and Linux while supporting modern terminal protocols including Kitty graphics and synchronized rendering.

Creates Jenkins Declarative Pipeline Jenkinsfiles using jenkins-pipeline-syntax and jenkins-shared-libraries. Configures stages, parallel execution, and post-build actions with Blue Ocean compatibility.

Detects scheduling conflicts across multiple Google Calendars using the Google Calendar API v3 and the freebusy query endpoint. Posts calendar IDs and a time range to /calendar/v3/freeBusy, parses overlapping busy slots, and returns structured conflict reports. Supports service account authentication via the googleapis Node.js client library.

Scans Rust crate documentation using rustdoc JSON output and cargo-doc metadata. Indexes public API surfaces including traits, impls, and derive macros with cross-crate dependency linking via docs.rs integration.

Use the Contentful Management API and JavaScript SDK to create, update, validate, and publish entries, assets, content models, and environments in a headless CMS workflow. This skill gives an agent a concrete path for operating Contentful programmatically rather than treating it like a generic CMS.

Use Agent Browser Protocol when an agent needs browser actions to resolve into stable step results, complete with screenshots and surfaced events, instead of racing an always-live browser session.

Use browser-use to turn natural-language web tasks into repeatable browser automation backed by Playwright and agent loops. This skill helps an agent open sites, inspect page state, click, type, extract data, and recover from common UI changes with a real automation framework instead of brittle one-off scripts.

gcalcli is a Python CLI that provides full access to Google Calendar from the command line. View agendas, search events, quick-add appointments, import ICS files, set reminders, and display ASCII calendar views—all without leaving the terminal.

Check Terraform before plan or apply so invalid attributes, provider-specific mistakes, and custom rule violations are caught early.

Prefect is a Python workflow orchestration framework for building resilient data pipelines. Add scheduling, retries, caching, and observability to any Python script with simple decorators. Monitor workflows through the self-hosted Prefect server or managed Prefect Cloud dashboard.

Anyquery is a SQL query engine that lets you run SQL against 40+ apps, files, and databases including GitHub, Notion, Chrome, and Apple Notes. Built on SQLite with MCP server support for connecting AI agents to structured data across services.

Practical frontend design guidance for landing pages, dashboards, and UI implementation work.

LangExtract by Google is a Python library for extracting structured information from unstructured text using LLMs with precise source grounding. With 35,000+ GitHub stars, it handles everything from clinical notes to literary analysis, producing verified extraction results with exact source text mappings and interactive visualizations.

Astro is a modern web framework for building content-driven websites. It ships zero JavaScript by default, supports multiple UI frameworks (React, Vue, Svelte, Solid), and provides islands architecture for optimal performance.

pdfcpu is a Go-based PDF processing library and CLI tool that handles validation, optimization, merging, splitting, watermarking, encryption, and form filling. It provides a complete PDF manipulation toolkit without external dependencies.

Validates OpenAPI 3.0/3.1 specifications using Spectral linting rules and generates interactive API documentation with Redoc and Swagger UI. Supports custom ruleset definitions and CI integration.

Automates ESLint configuration and rule enforcement using the ESLint Node.js API and @typescript-eslint/parser. Generates fix suggestions and auto-corrects violations across JavaScript and TypeScript codebases.

Constructs complex jq filter expressions for transforming JSON/NDJSON streams, including recursive descent, object construction, and reduce operations. Handles multi-gigabyte streams with jq’s streaming parser.

Activepieces is an open-source, self-hostable workflow automation platform with 200+ integrations. It provides a visual builder for creating automated workflows and exposes all its connectors as MCP servers for AI agent use.

Lets an agent use Gemini from the terminal to inspect repositories, edit files, run shell commands, and ground work with built-in search and local context.

Interfaces with the Uptime Kuma Socket.IO API to monitor service health checks. Syncs status page data to Statuspage.io via Atlassian REST API and triggers incident workflows in Rootly.

Connects applications to Datadog monitoring using the Datadog API v2 for metrics submission, log forwarding, APM trace ingestion, and dashboard JSON template management.

markuplint is a comprehensive HTML linter designed for all markup developers. It enforces accessibility, spec compliance, and best practices across HTML, JSX, Vue, Svelte, Astro, PHP, Pug, and more template languages through a pluggable parser architecture.

Proxy OpenAI-compatible model traffic so operators can inspect prompts, detect risks, and enforce budget or policy controls.

Use Graphiti when an agent needs long-term memory that tracks what changed, when it changed, and which source episode produced each fact, instead of storing flat chunks or chat history alone.

The @wordpress/env package (wp-env) provides a zero-configuration, Docker-based local WordPress environment for developing and testing plugins and themes. A single command sets up WordPress with a test site, database, and PHP environment.

Generates Jenkins Declarative and Scripted Pipeline DSL using the Jenkins REST API and Job DSL plugin. Creates Jenkinsfile configurations with parallel stages, shared libraries, and credential binding.

AWS Lambda MCP Server is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like AWS SDK, IAM, STS, S3, Lambda, CloudWatch, DynamoDB, EC2 […]

Pull live MySQL schema into files, inspect diffs, and push reviewed changes back with a repeatable workflow.

Sentry’s official MCP server connects your error monitoring stack to any MCP client. Search issues, analyze stack traces, investigate performance bottlenecks, and get AI-powered root cause analysis — all without leaving your editor or agent session.

Performs keyword research using SEMrush API v3 with domain analytics, keyword difficulty scoring, and SERP feature detection. Integrates with Google Search Console API for click-through rate analysis and content gap identification.

Use affine-mcp-server when an agent needs tool-callable access to AFFiNE workspaces, documents, databases, and comments inside an MCP workflow instead of sending a user back to the AFFiNE UI.

exa-js is the official JavaScript SDK for Exa, a web search API built for AI workflows. It gives agents a concrete way to search the web, retrieve page contents, and generate sourced answers from code instead of stitching raw HTTP calls by hand.

Validates Jenkinsfile syntax and best practices using the Jenkins Pipeline Model Definition API and jenkins-cli.jar linter endpoint. Detects anti-patterns like unbounded parallel stages, missing timeout blocks, and credential leaks.

Automates PostgreSQL vacuum and autovacuum troubleshooting via pg_stat_user_tables, pg_locks, and pg_stat_activity views. Detects table bloat using pgstattuple extension and generates remediation SQL for long-running transaction conflicts.

Generates accurate subtitles and captions using OpenAI Whisper API with word-level timestamps. Outputs SRT, VTT, and ASS formats with configurable line length and speaker diarization via pyannote.

Record real HTTP traffic, replay it in simulation mode, and compare dependency behavior without hammering live third-party services.

Extract frames and short clips from videos.\n\nCore Capabilities\n\nProcess audio and video files using ffmpeg for transcription and analysis\n\nExtract text, timestamps, and speaker metadata from media cont

ESLint Code Review is built around ESLint static analysis for JavaScript and TypeScript. The underlying ecosystem is represented by eslint/eslint (27,186+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like eslint CLI, flat config, plugins, formatters, autofix, rule […]

bat is a cat(1) clone written in Rust that adds syntax highlighting for over 200 languages, Git integration showing file modifications, automatic paging, and line numbering. It serves as a drop-in replacement for cat with enhanced readability for code and configuration files.

Resolve Python dependency inputs into deterministic lock files and sync environments without hand-editing transitive pins.

An ASE skill built around playwright-extra, the plugin framework that augments Playwright with reusable plugins such as stealth and other browser behavior extensions. It fits agent workflows that need Playwright-compatible automation with a modular plugin layer instead of raw browser scripts alone.

Parses and navigates OpenAPI 3.1 specifications using swagger-parser and @apidevtools/json-schema-ref-parser. Resolves $ref chains, extracts endpoint signatures, and generates typed client stubs.

Pulumi MCP Server is built around Pulumi infrastructure as code platform. The underlying ecosystem is represented by pulumi/pulumi (24,917+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like stacks, preview, refresh, state, providers, config, drift detection and preserving […]

Analyze Rego policy files for style, correctness, and maintainability issues before policy bundles are promoted.

Auto-Editor is a command-line application that automatically edits video and audio by analyzing loudness, motion, and other signals to cut dead space. It exports to Premiere Pro, DaVinci Resolve, Final Cut Pro, ShotCut, and Kdenlive timelines.

Datadog MCP Server is built around Datadog observability platform. The underlying ecosystem is represented by DataDog/dd-trace-js (787+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like metrics API, monitors, logs, dashboards, traces, incidents and preserving the operational context […]

Generates CircleCI config.yml workflows using the CircleCI Orbs SDK and Workflows API. Supports parallelism tuning with the CircleCI Test Splitting API and resource class optimization for Docker and machine executors.

Extracts and analyzes Jenkins Pipeline build logs using the Jenkins REST API and Blue Ocean API. Identifies stage failures, flaky test patterns via JUnit XML parsing, and generates failure trend reports with node allocation insights.

Pa11y is a real open-source accessibility testing tool that lets agents audit pages for WCAG issues from the command line or in CI. This skill uses Pa11y to turn page-level accessibility checks into actionable reports with issue counts, selectors, and remediation context.

Mitosis lets you write UI components once and compile them to React, Vue, Angular, Svelte, Solid, Qwik, and more. Built by Builder.io, it enables maintaining a single component codebase across all major frontend frameworks.

Builds Tekton CI/CD pipelines on Kubernetes using the Tekton Pipelines API and tkn CLI. Composes Tasks, PipelineRuns, and TriggerBindings with proper workspace and result propagation between steps.

Interfaces with the Datadog API v2 monitors and dashboards endpoints to programmatically create and manage monitors. Uses DogStatsD protocol for custom metric submission and Datadog Terraform provider for IaC.

Extracts company profiles, funding rounds, and investor data using the Crunchbase Enterprise API v4 with autocomplete, search, and entity lookup endpoints. Builds competitive landscape maps with funding timeline visualizations.

usql is a universal command-line interface for SQL databases including PostgreSQL, MySQL, SQLite, Oracle, SQL Server, and dozens more. It provides a consistent psql-like experience with syntax highlighting, tab completion, and cross-database copying.

Webhook is a lightweight, configurable tool written in Go that creates HTTP endpoints on your server to execute shell commands. It supports JSON and YAML hook definitions with rule-based triggering, request payload parsing, and data passthrough to scripts via command-line arguments or environment variables.

Automatically detects and handles cookie consent banners across websites using Puppeteer CDP protocol and a trained classifier. Supports OneTrust, Cookiebot, and TrustArc consent management platforms.

Transforms raw draft text into paste-ready Substack HTML so an agent can preserve headings, emphasis, lists, and spacing without hand-formatting every paragraph. Use it when the job is preparing a finished newsletter draft for the editor, not when you just need general writing help.

HTTPie is a modern, user-friendly command-line HTTP client designed for testing, debugging, and interacting with APIs and HTTP servers. It provides an intuitive syntax with formatted and colorized terminal output, built-in JSON support, and session persistence.

Manage and tag music libraries with beets, the Python-based CLI tool that auto-tags audio files using MusicBrainz metadata. Import, organize, deduplicate, and query your music collection with a powerful plugin system and flexible query language.

Validates nginx.conf files using the gixy static analyzer and crossplane parser library. Tests configuration for security misconfigs, HTTP header issues, and performs dry-run validation via nginx -t subprocess invocation.

Normalizes audio loudness to broadcast standards using FFmpeg loudnorm filter with EBU R128 two-pass analysis. Measures integrated LUFS, true peak, and loudness range via ffmpeg -af loudnorm=print_format=json.

Diagnoses PostgreSQL performance issues using pg_stat_statements, pg_stat_activity, and the pgbadger log analyzer. Identifies slow queries, lock contention, and bloat via pgstattuple extension.

Extracts high-signal SERP features from SerpAPI responses, including `answer_box`, `knowledge_graph`, `related_questions`, and `organic_results`. Useful for research agents that need structured search intelligence rather than raw HTML scraping.

Extracts structured citation data from academic repositories using BeautifulSoup4 with lxml parser. Parses DOI metadata, author affiliations, and reference lists from PubMed, arXiv, and Semantic Scholar HTML.

Interprets PostgreSQL EXPLAIN ANALYZE output using pg_stat_statements and auto_explain module data. Identifies sequential scan bottlenecks, index recommendations via HypoPG, and buffer cache hit ratios.

Use release-please when an agent should turn merged Conventional Commits into structured release PRs, version bumps, and changelog updates before a human reviews and merges. This is a release-management workflow, not a generic package or CI listing.

Penpot is an open-source design and prototyping platform built for design and code collaboration. This skill helps agents anchor UI, prototype, and handoff tasks to Penpot’s real workspace, self-hosting, and collaboration model.

MLT is an open-source LGPL multimedia framework designed for video editing. It provides a toolkit and the melt command-line tool for non-linear video editing, transitions, effects, and rendering. MLT powers Shotcut, Kdenlive, and other video editors.

Plausible Analytics is a lightweight, open-source, privacy-friendly alternative to Google Analytics. It requires no cookies, is fully GDPR/CCPA/PECR compliant, and provides a clean single-page dashboard with all essential website metrics and traffic insights.

Use gray-matter when an agent needs to open Markdown or content files, extract structured front matter, and pass clean body text plus metadata into the next step. This skill is for parsing and rewriting front matter safely, not for running a full CMS or static site generator.

Searches the crates.io REST API for Rust crate metadata, version diffs, and feature flag documentation. Integrates with docs.rs API for inline rustdoc retrieval and lib.rs category browsing.

Automates image editing workflows via the Adobe Photoshop API (Firefly Services). Supports smart object replacement, action playback, and PSD layer manipulation at scale.

Use pgrx when an agent needs the Rust-native extension lifecycle for PostgreSQL, including local builds, test runs, and packaging across PostgreSQL versions.

Inspect, profile, normalize, and diff large CSV files before loading them into downstream analytics or automation workflows.

A more intuitive version of the du command, written in Rust. dust instantly visualizes which directories consume the most disk space using colored proportional bars and smart recursive depth.

KICS IaC Linter is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

A fast, declarative, and reproducible developer environment tool built on Nix. devenv lets teams define project dependencies, services, scripts, and language toolchains in a single configuration file, ensuring consistent environments across machines.

Use aeneas when an agent already has audio and text, but still needs timing. The workflow aligns spoken narration against fragments of plain text or XML and emits sync maps that can be turned into subtitles, EPUB 3 media overlays, JSON timing data, or other downstream caption assets.

Open-source developer platform to turn scripts into webhooks, workflows, and UIs. Self-hostable alternative to Retool and Temporal, supporting Python, TypeScript, Go, Bash, SQL, and more. Includes a built-in MCP server for AI agent integration.

Batch image processing using ImageMagick’s convert and mogrify commands with support for resize, crop, watermark, and format conversion. Integrates with libvips for high-performance thumbnail generation.

Docling is an IBM-backed open-source toolkit that converts PDF, DOCX, PPTX, XLSX, HTML, images, audio, and LaTeX files into structured formats for gen AI workflows. It features advanced PDF layout understanding, OCR, table extraction, and integrations with LangChain, LlamaIndex, and CrewAI.

WPGraphQL for ACF extends WPGraphQL so Advanced Custom Fields data becomes queryable through a typed GraphQL schema. It is useful for headless WordPress builds that need structured access to field groups, repeaters, and custom post type metadata without writing bespoke REST endpoints.

Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably.

Extracts design tokens from Figma files using the Figma REST API v1 and transforms them into platform-specific formats via Style Dictionary. Supports CSS custom properties, Tailwind config, and iOS/Android native tokens.

Manage digital assets through the Cloudinary Upload, Admin, and Transformation APIs. Automates image optimization with responsive breakpoints, AI-powered cropping via g_auto, and CDN delivery URL generation.

Semgrep Code Scanner is built around Semgrep static analysis engine. The underlying ecosystem is represented by semgrep/semgrep (14,543+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like YAML rules, semgrep –config, taint mode, SARIF, metavariables, autofix and preserving […]

Leverages Bun’s built-in $ shell API (Bun.Shell) to orchestrate cross-platform shell scripts from TypeScript with tagged template literals, automatic glob expansion, and piped process composition.

Process, query, and transform YAML, JSON, XML, CSV, TOML, and properties files from the command line using yq. Supports jq-like expressions for reading, updating, and converting between formats.

Uses checkmake to inspect Makefiles for style issues, fragile targets, and maintainability problems before build automation breaks in CI. It is a narrow build-script review skill for agents working inside repositories that already rely on make, not a generic build tool listing.

Validates Jenkinsfile declarative pipelines using the Jenkins Pipeline Linter API endpoint (/pipeline-model-converter/validate). Auto-fixes common syntax issues and stages missing agent directives.

SpiderFoot is an open-source OSINT automation tool that queries over 200 data sources to gather intelligence about IP addresses, domain names, email addresses, and other targets. Written in Python, it provides both a web UI and CLI for reconnaissance, threat intelligence, and attack surface mapping.

NocoBase is the most extensible open-source no-code/low-code platform for building business applications. It features a data model-driven architecture, AI employee integration, plugin system, and WYSIWYG interface builder.

Triages Outlook inboxes via Microsoft Graph API with delta query for incremental sync. Applies classification rules, auto-folders messages, and drafts priority-ranked response summaries.

The official HashiCorp Vault MCP server lets AI assistants read, write, list, and delete secrets in Vault’s KV engine through a safe, auditable MCP interface. Supports both stdio and HTTP transports, TLS encryption, and CORS controls.

A modern shell that treats all input as structured data rather than plain text streams. Nushell provides built-in support for JSON, YAML, TOML, CSV, SQLite, and Excel, with typed pipelines that enable safe filtering, sorting, and transformation without string parsing.

Monitors Datadog Service Level Objectives and burn rate alerts via the Datadog API v2. Generates SLO compliance reports and triggers remediation workflows when error budgets are exhausted.

Linkup’s JS SDK wraps the Linkup API for sourced web search and clean content fetching. It gives agents a maintained client for standard and deep search modes, plus URL fetch operations that can return rendered page content in a cleaner form for downstream reasoning.

Chains pandas DataFrame transformations into reproducible pipelines using pipe() method composition. Handles missing data imputation with fillna() strategies, type coercion with astype(), and memory optimization via category dtypes.

Devbox by Jetify creates instant, isolated development environments using Nix packages. Define project dependencies in a devbox.json file, and every developer gets identical toolchains without containerization overhead or system pollution.

Create videos programmatically using React components with Remotion. Leverage web technologies like CSS, Canvas, SVG, and WebGL to build dynamic, data-driven video content with full JavaScript control over every frame.

Stop guessing when something breaks, preserve evidence, reproduce the failure, isolate the cause, and verify the fix before resuming work.

Manages domain mapping configurations across WordPress Multisite networks using the sunrise.php drop-in and WP-CLI’s site commands. Handles SSL certificate provisioning via Certbot ACME, DNS validation through Cloudflare API, and wp_blogs table updates for custom domain routing.

Generates and optimizes Midjourney prompts using the Midjourney API with automatic parameter tuning for aspect ratios, stylize values, and chaos settings. Includes A/B testing workflows via Replicate prediction API.

Manages ArgoCD application deployments via the ArgoCD REST API and argocd CLI. Configures GitOps sync policies, automated rollbacks, and multi-cluster application sets with generator templates.

Grounded Docs MCP Server gives AI coding assistants a version-aware documentation index built from official sources like websites, GitHub, npm, PyPI, and local files. It helps agents fetch current docs, search them semantically, and reduce hallucinations when working against real libraries and APIs.

Builds custom Semgrep rules using the Semgrep pattern syntax and semgrep CLI. Generates YAML rule files with metavariable patterns, taint tracking, and autofix transformations.

Use Anthropic’s slack-gif-creator skill to build animated GIFs that stay inside Slack’s practical size, duration, and dimension constraints. It gives an agent a bounded GIF-production workflow, not a generic image library or chat sticker listing.

Keep a living release draft in GitHub so merged pull requests are organized into release notes before ship day.

Run an agent-native browser QA loop that reads recent code changes, generates a test plan, and returns concrete failures for the coding agent to fix.

Inspect an SSH endpoint or config for outdated ciphers, key exchange choices, and hardening gaps before exposure or upgrades.

Runs Semgrep against a codebase using official or custom rule registries and outputs a grouped report of security anti-patterns, deprecated API usage, and policy violations. Supports 30+ languages and produces SARIF output.

Uses jc to turn command output and supported file formats into structured JSON so an agent can filter, diff, validate, and store results without brittle regex parsing. Best when a workflow already depends on standard CLI tools but needs machine-readable output for the next step.

Integrate Audiobookshelf’s self-hosted audiobook and podcast server into AI agent workflows. Agents can manage libraries, track listening progress, search metadata, and automate podcast episode downloads through the comprehensive REST API.

Magika is Google’s AI-powered file type detector for fast, content-based identification of binary and text files. It is useful when an agent needs safer routing, validation, triage, or downstream policy decisions based on the real file contents instead of just filenames or MIME headers.

fq is a command-line tool that brings jq-style querying to binary formats. It decodes, inspects, and transforms media containers, executables, packet captures, and dozens of other binary formats using familiar jq expressions and an interactive REPL.

Diagnoses failed AWS CloudFormation stack operations using the AWS CLI (aws cloudformation describe-stack-events) and cfn-lint validator. Traces resource creation failures, rollback causes, and nested stack dependency chains.

Scaffolds Tekton Pipeline and Task CRDs using the Tekton Hub API for reusable task resolution. Leverages tkn CLI for local testing and integrates with Sigstore cosign for supply chain artifact signing and SLSA provenance attestation.

Timewarrior is a command-line time tracking tool from the Taskwarrior project. It records time intervals with tags, generates flexible reports, and integrates with Taskwarrior for automatic time tracking of tasks. Data is stored as plain text files with no database required.

Use age-plugin-yubikey when an agent needs age encryption tied to a physical YubiKey identity instead of software-only keys.

Connects to the Sentry API v0 to analyze error trends, group similar stack traces using fingerprinting rules, and auto-assigns issues to code owners via GitHub CODEOWNERS integration.

Generate structured release notes from Conventional Commits inside automated release pipelines when changelog generation is the specific job to do.

SiteOne Crawler is a real website crawler and analyzer for technical SEO, accessibility, security, and performance checks. This skill uses the upstream SiteOne Crawler project to turn large site crawls into structured diagnostics, export files, and remediation queues.

The official AWS Labs MCP server collection provides AI agents with structured access to AWS documentation, service APIs, billing data, and infrastructure metadata through the Model Context Protocol, built and maintained by AWS for secure cloud automation workflows.

Docling is an open source document processing toolkit that converts PDFs, Office files, HTML, images, audio, and more into structured outputs for AI workflows. It supports local execution, OCR, and integrations with agent frameworks and retrieval pipelines.

llama.cpp is a high-performance C/C++ implementation for running LLM inference across diverse hardware. It supports GGUF model quantization, GPU acceleration on NVIDIA/AMD/Apple Silicon, and provides both a CLI and an OpenAI-compatible HTTP server for local model serving.

xsv is a fast CSV command-line toolkit written in Rust by Andrew Gallant (BurntSushi). It provides indexing, slicing, analyzing, splitting, joining, searching, sampling, and statistics operations on CSV files with exceptional speed and memory efficiency.

Use Firefox DevTools MCP when an agent needs to inspect pages, trace network and console activity, capture screenshots, and automate reproduction steps in Firefox instead of relying on Chrome-first tooling.

Vitest is a blazing-fast unit testing framework powered by Vite. It provides native ESM support, TypeScript out of the box, and a Jest-compatible API for seamless migration of existing test suites.

Route WordPress tasks to the right workflow fast.\n\nCore Capabilities\n\nManage WordPress sites using WP-CLI and the WordPress REST API\n\nAutomate plugin, theme, and core update workflows\n\nHandle content op

Executes ComfyUI workflow JSON files against a local or remote ComfyUI server via its REST API. Supports LoRA loading, ControlNet conditioning, and queue management with progress polling.

Twilio MCP Server is built around Twilio communications APIs. The underlying ecosystem is represented by twilio/twilio-node (1,523+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SMS, voice, Media Streams, webhooks, recordings, messaging services and preserving the operational […]

Triages AWS CloudWatch alarms using the CloudWatch DescribeAlarms API, GetMetricData for historical analysis, and CloudTrail LookupEvents for root cause correlation. Prioritizes alerts by blast radius and provides remediation playbooks.

Bidirectionally syncs Notion databases with external tools via the Notion API and webhooks. Maps page properties to Jira issues, GitHub PRs, and Linear tickets in real time.

sqlite-vec is a lightweight SQLite extension for vector similarity search. Written in pure C with zero dependencies, it runs anywhere SQLite runs—Linux, macOS, Windows, WASM in browsers, and Raspberry Pis—and supports float, int8, and binary vector storage.

Queries PagerDuty to show who is currently on-call for each escalation policy, surfaces unacknowledged incidents, and identifies schedule coverage gaps for the next 7 days. Useful for handoff checks and pre-weekend coverage audits. Read-only skill.

uv is an extremely fast Python package and project manager written in Rust by Astral (creators of Ruff). It replaces pip, pip-tools, pipx, poetry, pyenv, virtualenv, and twine with a single tool that resolves and installs packages 10-100x faster.

Indexes Python package documentation using the PyPI JSON API and Read the Docs API. Builds searchable reference catalogs with function signatures, type hints, and usage examples.

Run a benchmark-driven posture check on Kubernetes nodes and control planes before an audit, upgrade, or hardening sprint starts.

Pod CrashLoop Runbook is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

The official Brave Search MCP server integrates the Brave Search API with AI assistants, providing comprehensive web search, local business search, image search, video search, news search, and AI-powered summarization capabilities through the Model Context Protocol.

Run web crawling and scraping workflows with Crawl4AI, an open-source crawler built to produce LLM-ready markdown and structured extraction output. It supports async crawling, browser automation hooks, deep crawls, CLI usage, and Python-based data pipelines.

Run coding agents inside a repo with explicit policy files, task state, approvals, and closure records when teams need auditable local workflows instead of opaque agent runs.

Validates container image and artifact signatures using Sigstore Cosign with keyless verification via Fulcio and Rekor transparency logs. Enforces supply chain integrity policies with OPA/Rego.

Use rtk when an agent keeps wasting context on noisy shell output from large repos and you need smaller command responses before the model sees them.

Analyzes PostgreSQL slow queries using EXPLAIN (ANALYZE, BUFFERS, FORMAT JSON) output and pg_stat_statements views. Identifies missing indexes via pg_stat_user_tables sequential scan counters and suggests index creation with HypoPG extension.

Weaviate MCP Server is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Generates project boilerplate from Cookiecutter templates with interactive variable prompts. Supports custom Jinja2 hooks, post-generation scripts, and template composition from multiple cookiecutter.json sources for complex monorepo scaffolding.

Builds intelligent voice routing flows using the Twilio Programmable Voice API. Generates TwiML responses with , , and verbs, and manages call recordings via the Recordings REST resource.

Automatically triages Microsoft Outlook emails using the Microsoft Graph API /me/messages endpoint. Applies intelligent categorization with customizable rules and moves messages to appropriate folders.

Automates alert triage using the Datadog Monitors API v2 and Notebooks API. Correlates metrics with traces via the Datadog APM Trace Search API and generates RCA timelines from the Events Stream API.

Queries the Common Crawl Index API for large-scale web archive research and data extraction. Uses the CDX Server API, WARC record parsing with warcio, and the Common Crawl S3 bucket for bulk data access.

DynamoDB Manager is built around Amazon DynamoDB NoSQL database. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like tables, GSIs, queries, scans, streams, conditional writes, TTL and preserving the operational […]

A modern open-source load testing tool from Grafana Labs, written in Go with JavaScript scripting. Enables developers to write performance tests as code, run HTTP/WebSocket/gRPC load tests, and integrate results with Grafana Cloud for analysis.

Run a repeatable pre-commit gate that catches formatting, lint, secret, and policy issues before they land in the repo.

Analyzes GitLab CI/CD pipeline YAML using the GitLab Pipelines API to detect bottlenecks and restructure directed acyclic graph (DAG) dependencies. Integrates with gitlab-runner exec and the Merge Request Approvals API for automated gate checks.

Documind is an open-source Node.js tool that uses AI to extract structured JSON data from PDFs and other documents. Define a custom schema for what you need, and Documind returns clean, typed data — supporting OpenAI and local LLM backends like Llama 3.2 Vision.

Colly is a fast open-source scraping and crawling framework for Go. It is built for everything from simple page extraction to asynchronous crawlers that process large collections of pages with request callbacks and structured parsing.

Streams audio from PulseAudio or ALSA devices into whisper.cpp for real-time speech-to-text with word-level timestamps. Outputs SRT/VTT subtitles and JSON transcripts simultaneously.

Nodriver is the official successor to Undetected-Chromedriver, providing async browser automation that communicates directly with Chrome DevTools Protocol without Selenium or WebDriver dependencies. Built for stealth web automation that bypasses anti-bot systems including Cloudflare and Imperva.

Perform automated Python code reviews using Pylint programmatic API and pylint-json2html for report generation. Supports custom checker plugins and per-project rcfile configurations.

Checkly CLI lets agents define, test, and deploy synthetic monitoring from a JavaScript or TypeScript codebase. It is especially useful when monitoring should live next to Playwright tests, API checks, and CI workflows instead of being configured by hand in a UI.

Programmatically generates Grafana dashboards from service definitions using the Grafana HTTP API /api/dashboards/db endpoint. Creates panels for RED metrics, SLO tracking, and infrastructure views.

Scaffolds Cypress component tests for React, Vue, and Angular apps using the Cypress CT mount API. Configures webpack/vite dev servers and generates snapshot-based visual assertions.

Resolves AWS SDK v3 client commands and service endpoint signatures using @aws-sdk/client-* packages. Maps IAM permission requirements to specific API calls with request/response type definitions.

This entry turns WordPress/agent-skills’ WP PHPStan guidance into a bounded agent workflow for plugin, theme, and site repositories. The agent inspects the existing PHPStan setup, adds or verifies WordPress-aware stubs, tightens config paths, and fixes or documents only the narrow ignores and baseline changes needed to get useful static-analysis output.

Shiori is a simple, portable bookmark manager written in Go inspired by Pocket. It provides both a command-line interface and a clean web UI for adding, editing, searching, and organizing bookmarks with automatic offline archive generation and readable content extraction.

Inspects WooCommerce webhook reliability through the `WC_Webhook` model, Action Scheduler queues, and REST endpoints such as `/wp-json/wc/v3/webhooks`. Great for tracing failed deliveries, replay patterns, and event coverage across order, product, and customer workflows.

Auto-generates operational runbooks from Kubernetes cluster state using kubectl and the Kubernetes API. Produces step-by-step troubleshooting guides for common pod failure modes.

Svix is an open-source enterprise-grade webhook delivery service written in Rust. It handles webhook sending, retries, signature verification, and delivery monitoring so developers can offer reliable webhooks to their users with a single API call.

Add sandboxed code execution to any MCP-compatible AI client. E2B gives agents access to secure, internet-connected Linux environments for running Python, JavaScript, and shell commands without touching your local machine.

OWASP ZAP Scanner is built around OWASP security tooling ecosystem. The underlying ecosystem is represented by zaproxy/zaproxy (14,896+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like ZAP scanning, passive/active checks, auth contexts, alerts, HTTP spidering and preserving […]

Use Anthropic’s internal-comms skill to turn raw project notes into company-ready status reports, 3P updates, FAQs, leadership notes, and incident writeups. The skill is valuable because it gives the agent a bounded communication workflow and format guidance, not because it exposes a generic skills repo.

Analyzes Docker image layers using the Docker Registry HTTP API v2 and dive CLI tool. Calculates layer sizes, identifies wasted space, and suggests multi-stage build optimizations.

Builds content workflows around Statamic, the Laravel-based CMS that stores content in flat files and Git while still offering a full control panel and extensible data model. Useful for teams that want version-controlled content, custom collections, and modern Laravel deployment patterns.

Connects to Jasper’s /v1/content/generate REST endpoint to produce SEO-optimized long-form blog posts using the Boss Mode workflow. Passes custom tone, keyword targets, and brand voice templates via the Jasper API SDK, then auto-publishes drafts to WordPress via the WP REST API.

axe-core is the industry-standard accessibility testing engine by Deque Systems that automatically detects WCAG 2.0, 2.1, and 2.2 violations in web interfaces. It integrates into any existing test framework — Playwright, Cypress, Selenium, Jest — to catch accessibility issues during development rather than after deployment.

Use OpenCLI to explore a logged-in site, synthesize a deterministic adapter, and expose the result as a reusable CLI command an agent can call again later.

Analyze a web app’s source code, execute real exploit attempts against the running target, and return proof-backed findings before release.

Creates reusable CircleCI Orbs using the CircleCI Orb SDK and circleci/orb-tools@12 pipeline. Packages commands, executors, and jobs into publishable orbs with automated semantic versioning via the CircleCI CLI.

Uses DeckTape to open an existing HTML slide deck and render it into a reviewable PDF or per-slide screenshots. It fits agent workflows that need a stable handout, attachment, or archive artifact from Reveal.js, Remark, WebSlides, and similar browser-based presentations.

lychee is a fast, async, stream-based link checker written in Rust that finds broken URLs and mail addresses inside Markdown, HTML, reStructuredText, websites and more. It supports HTTP/HTTPS, file links, and mail address validation with configurable concurrency and output formats.

Generates project boilerplate from Cookiecutter templates with Jinja2 variable injection. Supports custom hooks for post-generation linting via Ruff and pre-commit framework setup.

Assess a Kubernetes cluster from the attacker viewpoint when an agent needs exposure-focused findings instead of a general cluster scanner listing.

Runs pixel-level visual regression tests using Puppeteer page.screenshot() and pixelmatch diffing library. Compares baseline screenshots against current renders with configurable threshold tolerance.

Validates and lints OpenAPI 3.0/3.1 specifications using Spectral CLI rules and the Swagger Parser library. Detects breaking changes between spec versions and generates migration guides.

GraphQL Schema Explorer is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Generates optimized meta descriptions using OpenAI Chat Completions API with token-aware truncation. Integrates with Yoast SEO REST API fields and Google SERP Preview validation for CTR optimization.

Turn documentation sites, GitHub repos, and PDFs into installable agent skill packages when hand-authoring a reusable skill would be slow or inconsistent.

This ASE skill uses zizmor to audit GitHub Actions workflows and composite actions for security mistakes before they ship. An agent can scan local repos or remote GitHub repositories, flag risky permission scopes and unsafe workflow patterns, and return plain output, GitHub-native findings, or SARIF for follow-up automation.

Maigret collects a dossier on a person by username only, checking for accounts on over 3000 sites and gathering available information from web pages. A powerful Sherlock fork with recursive search, profile parsing, and structured report output.

Convert messy bug notes, error logs, voice dictation, and screenshots into crisp GitHub issue reports with clear repro steps, impact, and evidence.

Creates and manages Zapier integrations using the Zapier Platform CLI and REST Hooks API. Builds custom triggers, actions, and searches with OAuth2 authentication flows.

Initialize, authenticate, and edit ElevenLabs agent configs from local files when you want agent definitions in code review instead of only in a hosted UI.

Agent access to PostgreSQL data and queries through MCP.

Parses podcast RSS feeds with feedparser and normalizes audio loudness to -16 LUFS broadcast standard using ffmpeg loudnorm filter with dual-pass EBU R128 analysis. Integrates with Podbean API and Buzzsprout API for automated episode re-upload.

Identifies audio content using Chromaprint/AcoustID fingerprinting, Shazam API recognition, and ACRCloud monitoring. Matches music, speech, and ambient audio against fingerprint databases.

gron transforms JSON into discrete assignment statements, making it possible to grep through complex JSON structures using standard Unix tools. It reverses the process with ungron, turning filtered assignments back into valid JSON.

DocuSeal is an open-source DocuSign alternative for creating, filling, and signing digital documents. It provides a WYSIWYG PDF form builder with 12 field types, automated email workflows, API and webhook integrations, and embeddable signing components for React, Vue, and Angular.

Mermaid CLI (mmdc) is the command-line interface for the Mermaid diagramming library. It converts text-based diagram definitions into SVG, PNG, and PDF output files, enabling automated diagram generation from code.

Use Papermill when an agent needs to treat a Jupyter notebook like a reusable job instead of a one-off interactive document. The skill injects parameters, runs the notebook end to end, and preserves the executed output as an artifact for review or handoff.

Monitor quota, spend, resets, and alerts across multiple coding-agent providers from one local dashboard before a long run hits throttling or budget limits.

Diagnoses failing GitHub Actions workflows using the GitHub REST API v3 /actions/runs and /actions/jobs endpoints. Parses step logs, identifies YAML syntax errors, and suggests fixes for runner environment issues.

Orchestrates SDXL image generation via the Stability AI REST API with ControlNet conditioning, IP-Adapter style transfer, and automatic prompt enhancement using CLIP interrogation.

Extracts comprehensive media metadata using the MediaInfo library and pymediainfo Python bindings. Analyzes video/audio codec parameters, container formats, and HDR metadata for media asset management.

Generates project scaffolds from Cookiecutter templates with Jinja2 variable interpolation. Supports post-generation hooks, conditional file inclusion, and template composition from multiple sources.

Routes and validates inbound automation traffic built around Webhooks by Zapier endpoints such as `hooks.zapier.com/hooks/catch/…`. Useful for standardizing payload shapes, inspecting trigger contracts, and debugging chained zaps across third-party SaaS systems.

Wish is a Go library for building SSH-accessible applications with sensible defaults and composable middleware. It lets developers serve Bubble Tea TUIs, Git repos, and custom protocols over SSH without touching openssh-server.

Logto is a modern, open-source authentication and authorization infrastructure built on OIDC and OAuth 2.1. It provides multi-tenancy, enterprise SSO, RBAC, and SDKs for 30+ frameworks, making it the go-to Auth0/Cognito alternative for SaaS and AI applications.

Generates and manages batch image creation jobs using the OpenAI Images API /v1/images/generations endpoint. Supports DALL-E 3 with size, quality, and style parameters plus automatic prompt revision tracking.

SigNoz is an open-source observability platform built around OpenTelemetry for logs, metrics, and traces in one place. It is a practical fit when you want Datadog-style visibility with a self-hosted stack, first-party docs, and active upstream maintenance.

Executes diagnostic workflows against Kubernetes clusters using kubectl and the Kubernetes Python client (kubernetes.client). Checks pod health, resource quotas, event logs, and node conditions for rapid incident triage.

Connects to Prometheus AlertManager API to query active alerts, silences, and alert groups. Parses PromQL alert rules and suggests runbook actions. Integrates with PagerDuty escalation policies.

Automates incident response runbooks using the PagerDuty Events API v2 and REST API. Manages incident creation, escalation policies, and automated diagnostics triggered by alert severity.

Generates pixel-perfect PDFs from web pages using Puppeteer with custom headers, footers, and page breaks. Supports authenticated pages via cookie injection.

Analyzes internal linking structure by crawling sitemaps with Screaming Frog or Sitebulb, computing PageRank distribution via NetworkX graph algorithms, and identifying orphan pages. Recommends contextual link insertions using BM25 text matching against existing content inventory.

Orchestrates Stable Diffusion image generation with ControlNet pose conditioning via the Automatic1111 API. Chains OpenPose detection, depth estimation, and img2img endpoints.

Open Policy Agent (OPA) is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving […]

Queries Elastic APM transaction data through the Elasticsearch REST API to surface latency anomalies and throughput drops. Uses the _search aggregation API with percentile and moving_avg pipelines.

Konva.js is an HTML5 Canvas JavaScript framework that enables high-performance animations, transitions, node nesting, layering, filtering, caching, and event handling for desktop and mobile applications. With over 14,000 GitHub stars, it provides an interactive object model on top of the HTML5 Canvas element with bindings for React and Vue.

Trafilatura is a Python package and CLI tool for gathering text from the web. It handles crawling, downloading, and extracting main text content, metadata, and comments from raw HTML, outputting clean structured data in CSV, JSON, Markdown, XML, and TXT formats.

Hono is a small, simple, and ultrafast web framework built on Web Standards. It runs on any JavaScript runtime including Cloudflare Workers, Deno, Bun, Vercel, AWS Lambda, and Node.js, making it ideal for building portable edge-first APIs and web applications.

Silero VAD is a pre-trained enterprise-grade Voice Activity Detector that identifies speech segments in audio streams. It runs locally via PyTorch or ONNX Runtime with minimal resource requirements, making it ideal for real-time audio processing pipelines.

Maps and transforms data between systems using Apache Camel route definitions and the Camel Component API. Supports XSLT, JSONPath, and DataFormat transformations via camel-core SDK.

Creates structured incident response templates using the PagerDuty Events API v2, Jira REST API for ticket creation, and Statuspage.io API for public status updates. Generates runbook-linked response procedures.

An open-source, extensible AI agent from Block (formerly Square) that goes beyond code suggestions to install packages, execute commands, edit files, and run tests. Supports any LLM and extends via MCP servers for tool integration.

Docker MCP Server is built around Docker container platform. The underlying ecosystem is represented by moby/moby (71,560+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Docker Engine API, Dockerfiles, docker compose, image builds, registries and preserving the […]

Benchmark command-line programs with statistical rigor using Hyperfine. Performs warmup runs, detects outliers, exports results in JSON/CSV/Markdown, and supports parameterized benchmarks for comparison.

Vale is an open-source, markup-aware prose linter that enforces editorial style guides on technical documentation. This skill enables agents to run Vale against Markdown, AsciiDoc, reStructuredText, and HTML to catch style, grammar, and terminology issues.

Checkov IaC Scanner is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

Put an inline firewall and containment layer in front of agent network traffic, tool calls, and MCP traffic before you trust an agent with local secrets.

Catch insensitive, inconsiderate writing with alex. This CLI tool and Node.js library scans Markdown and plain text for gender-biased, polarizing, or exclusionary language and suggests inclusive alternatives.

Connects to Clearscope API to generate content grades based on NLP term frequency analysis. Automates keyword research via Clearscope Research Reports endpoint and outputs structured optimization recommendations with TF-IDF scoring.

Execute repository-stored HTTP request files from the command line so API smoke tests, assertions, and environment-driven checks can run without a GUI client.

MySQL Query Agent is built around MySQL relational database. The underlying ecosystem is represented by sidorares/node-mysql2 (4,348+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SQL queries, INFORMATION_SCHEMA, EXPLAIN, indexes, transactions, replication basics and preserving the operational […]

Aggregate local coding-agent usage logs into spend, token, and trend views before quotas or budgets surprise the team.

Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API. Checks resource limits, network connectivity, and volume mount integrity.

Use AgentClick when an agent should pause before risky commands, plans, drafts, or code changes so a human can inspect, edit, approve, or reject them in a purpose-built browser UI.

Dynamically generates GitHub Actions matrix strategies using the GitHub REST API and workflow dispatch events. Supports conditional job inclusion via the actions/github-script action and OIDC token federation for cross-account AWS deployments.

Parses AsyncAPI 2.x/3.x specifications to generate event-driven architecture catalogs using the AsyncAPI Generator. Produces channel documentation, message schema validators, and EventBridge rule templates.

Manages Scrapy spider deployments and job scheduling on ScrapyCloud via the Scrapinghub API. Handles spider argument injection, job prioritization, and item export to S3 or BigQuery.

Query live and historical Kubernetes network traffic through Kubeshark’s MCP server when an agent needs packet-level evidence, API payloads, or service-path traces for incident response.

Mautic is the world’s largest open-source marketing automation platform with 7.9K+ GitHub stars. It provides email campaign management, lead scoring, contact segmentation, landing pages, and multi-channel marketing automation with a full REST API for programmatic control.

Diagnoses slow PostgreSQL queries using pg_stat_statements, pg_stat_activity, and EXPLAIN ANALYZE output parsing. Integrates with the pgBadger log analyzer and pg_stat_user_tables for index recommendation.

Use kube-score to statically review Kubernetes YAML or rendered Helm output for rollout risks, weak defaults, and resilience gaps before merge or deploy.

Run targeted AWS, Azure, or GCP security and compliance audits when an agent needs actionable cloud findings instead of a generic cloud-security platform overview.

OpenMetadata provides a central metadata layer for data discovery, lineage, quality, ownership, and governance. This skill helps agents answer questions about tables, dashboards, pipelines, and data health from one searchable control plane instead of jumping between isolated tools.

An agent skill built on Front Matter CMS, the headless content management system that runs directly inside Visual Studio Code. Manages content for static site generators like Hugo, Jekyll, Next.js, Gatsby, and Astro through an editor-native interface with taxonomy management, media handling, and content scaffolding.

Queries the SonarQube Web API (/api/qualitygates/project_status) to evaluate quality gate conditions before merge. Reports code smells, coverage thresholds, and duplications against configurable SonarQube quality profiles.

@wordpress/scripts packages the default WordPress JavaScript build stack into one reusable developer dependency. It gives plugin and block developers a consistent CLI for bundling, linting, testing, packaging, and maintaining modern WordPress code without hand-assembling webpack and related tooling.

Give an agent a mailbox it can send from, read from, search, sync locally, and mine for login codes or attachments without hand-driving a normal email client.

Upscayl is a free, open-source AI image upscaler for Linux, macOS, and Windows. It uses Real-ESRGAN models with Vulkan GPU acceleration to enhance low-resolution images, supporting batch processing, custom models, and multiple output formats.

LLM is a Python CLI tool and library by Simon Willison for accessing OpenAI, Anthropic Claude, Google Gemini, Meta Llama, and dozens of other language models from the terminal. It supports API-based and local models via plugins, conversation logging to SQLite, templates, embeddings, and tool use.

Meta Box is a professional WordPress framework for creating custom fields and custom meta boxes with over 40 field types. It supports posts, pages, custom post types, taxonomies, settings pages, user profiles, and comments.

Pack trusted context and review memory writes before long OpenClaw sessions drift or accumulate low-quality memory.

A multifaceted OSINT and forensics tool for GitHub repositories that detects fake stargazers, tampered commits, infected releases, leaked PGP keys, and suspicious contributor behavior using public GitHub REST APIs.

Use LLM-assisted harness generation to expand fuzz coverage for real projects before manual fuzzing work begins.

Parses terraform plan JSON output to identify destructive changes, security group modifications, and IAM policy drift. Uses the Terraform Cloud API for workspace state comparison.

Detects and resolves conflicting ESLint rules across .eslintrc configurations using the ESLint Node.js API. Analyzes rule interactions between eslint-config-airbnb, eslint-config-prettier, and typescript-eslint plugins.

Builds headless Chrome scraping pipelines using PuppeteerSharp for .NET environments. Handles JavaScript-rendered SPAs, Cloudflare challenge bypass via stealth plugins, and exports structured data through Newtonsoft.Json serialization.

browser-use is an open-source Python framework for letting AI agents interact with websites through a real browser. It supports local execution, optional cloud browsers, custom tools, and a CLI for persistent browser sessions.

Apply keyless Sigstore-backed signatures to Git commits so automated changes retain verifiable provenance.

Use reg-suit when an agent needs to compare screenshot outputs against a stored baseline and publish a human-reviewable diff report. The skill is for visual regression review loops, not for general frontend tooling, because the agent’s job is to manage the compare, publish, and notify cycle around image snapshots.

Satori is a high-performance library by Vercel that converts HTML and CSS markup into SVG images. It powers Open Graph image generation for dynamic social cards, blog previews, and branded assets using a JSX-like API with full Flexbox layout support and custom font rendering.

Extracts and indexes JSDoc type annotations from JavaScript codebases using the jsdoc-api parser. Generates TypeScript declaration files (.d.ts) and searchable type catalogs from @typedef and @param tags.

Use cargo-nextest when an agent needs more reliable Rust test execution than cargo test, especially for sharding, retries, machine-readable output, and CI triage.

textstat is a Python package that calculates readability statistics for text content, including Flesch Reading Ease, Gunning Fog Index, SMOG Index, Coleman-Liau Index, and Dale-Chall score. It provides quantitative readability metrics that content writers and SEO professionals use to optimize content for target audiences.

Put Claude Code, Codex, Gemini, or other supported agent CLIs inside a persistent local sandbox instead of letting them operate directly on the host.

Detects anomalous patterns in AWS CloudWatch Logs using CloudWatch Logs Insights queries and Anomaly Detection APIs. Surfaces error rate spikes and latency regressions with contextual log samples.

Uses puppeteer-extra with stealth plugin to bypass bot detection for web scraping. Integrates with Cheerio for HTML parsing, rotating residential proxies via Bright Data API, and p-queue for concurrency control.

Spectral is an open-source JSON/YAML linter by Stoplight with built-in support for OpenAPI 3.x, Swagger 2.0, AsyncAPI 2.x, and Arazzo 1.0. It enforces API style guides through custom and pre-built rulesets, ensuring consistency across all your API descriptions.

Snowflake MCP Server is built around Snowflake cloud data warehouse. It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SQL, warehouses, stages, tasks, streams, Snowpark, query history and preserving the operational context that matters for real tasks. In practice, the […]

Automatically executes diagnostic runbooks when PagerDuty incidents trigger, using the PagerDuty Events v2 API and Rundeck API. Attaches diagnostic output as incident notes and suggests remediation actions.

Creates and manages AWS CloudWatch composite alarms using the CloudWatch PutCompositeAlarm API. Builds alarm rule expressions from existing metric alarms with AND/OR/NOT logic for multi-signal alerting.

Coordinates meeting suggestions with the Google Calendar `freeBusy` endpoint, Events resource, and conferenceData fields for cleaner scheduling handoffs. Great for agents that need to compare availability, hold windows, and meeting metadata before creating or moving events.

Creates and manages Outlook email rules programmatically using the Microsoft Graph API /me/mailFolders/inbox/messageRules endpoint. Supports complex condition chains with action sequences for automated email triage.

Danger JS automates pull request review chores by running programmable checks inside CI and posting structured feedback back to GitHub, GitLab, and other code hosts. It is a strong fit for teams that want to turn review conventions into repeatable checks instead of relying on humans to catch the same issues every time.

Executes structured diagnostic runbooks when CloudWatch Anomaly Detection triggers alarms. Uses the AWS SDK CloudWatch client (GetMetricData, DescribeAlarms) to gather context and suggest remediations.

Audit agent code, prompts, and MCP configuration for prompt-injection surfaces, taint issues, and unsafe tool exposure before shipping.

Yazi is a blazing-fast terminal file manager written in Rust with async I/O, image previews, Vim keybindings, and a Lua plugin system. It integrates with ripgrep, fd, fzf, and zoxide for a seamless developer workflow in the terminal.

Let an agent ingest video, transcribe it, search moments, clip results, and return playable streams without wiring up its own media pipeline.

Pagefind is a static search library written in Rust that indexes your built site and adds a search bundle requiring no server infrastructure. It performs well on large sites while using minimal bandwidth.

k6 is a modern load testing tool for writing performance checks in JavaScript. It fits CI, developer testing, and observability workflows where repeatable load scenarios matter.

Scrapling is an adaptive Python web scraping framework that automatically handles website structure changes. Its parser learns from page updates and relocates elements, its fetchers bypass anti-bot systems like Cloudflare Turnstile, and its spider framework scales to concurrent multi-session crawls with proxy rotation.

Store prompts, task chains, and reusable agent workflows as versioned project files so teams can review and reuse agent behavior through Git.

Generates searchable Python library references using ast module for source parsing and Sphinx autodoc integration. Extracts docstrings, type hints, and usage examples from installed packages via importlib.

Monitors container runtime events using Falco sysdig libraries and sends alerts on suspicious syscall patterns. Integrates with Kubernetes audit logs and Prometheus AlertManager for real-time threat detection.

Apache Spark Job Manager is built around Apache Spark distributed compute engine. The underlying ecosystem is represented by apache/spark (43,027+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Spark jobs, DataFrames, SQL, executors, stages, Structured Streaming and […]

Analyzes Git repository branch topology using libgit2 bindings and git-log parsing. Identifies stale branches, merge conflicts, and divergence points via the GitHub GraphQL API.

Reads and transforms Apache Parquet file metadata and column statistics using PyArrow and the Parquet Thrift specification. Maps column types across Delta Lake, Iceberg, and Hudi table formats.

The OpenAI Agents SDK is a lightweight Python framework for building multi-agent workflows. It supports 100+ LLMs, provides built-in guardrails, handoffs between agents, MCP tool integration, tracing, sessions, and real-time voice capabilities.

Identifies content gaps using the Ahrefs API v3 /site-explorer/organic-keywords endpoint. Compares competitor keyword profiles and surfaces untapped opportunities with volume, KD, and SERP feature data.

Use DiffX to review local git changes in a PR-style browser UI, leave inline comments, and hand structured feedback back to a coding agent for repair.

WriteFreely is a clean, minimalist self-hosted publishing platform built in Go for writers. It features a distraction-free Markdown editor, ActivityPub federation for cross-platform community building, multi-blog support from a single account, and OAuth 2.0 integration for onboarding users from existing platforms.

Automates bulk image conversion using ImageMagick’s convert and mogrify commands with geometry expressions. Supports -density, -colorspace, and -profile flags for print-quality output.

Lets an agent drive existing tmux sessions by sending keystrokes and scraping pane output, which is exactly what you need for interactive CLIs that cannot be handled as one-shot shell commands. Use it for session supervision and intervention, not for general terminal automation or starting new background jobs.

Run a pre-trust security pass over skill packs and prompt bundles before they get shared, merged, or deployed.

SearXNG is an open-source metasearch engine that aggregates results from multiple search providers without tracking users. It fits research and scraping workflows that need self-hosted search, configurable engines, and a documented admin surface for search aggregation and result control.

Diagnoses CrashLoopBackOff pods using the Kubernetes client-go API and kubectl debug. Analyzes container exit codes, OOMKill events, and liveness probe failures with automated remediation suggestions.

Use regctl when an agent needs to inspect manifests, compare image contents, or debug registry state without pulling whole images locally first.

Performs deep dependency analysis using the Snyk CLI and REST API to detect vulnerable transitive packages. Generates fix PRs with version pinning and patch recommendations.

Creates component and integration tests using the Cypress Testing Library API and cy.intercept for network stubbing. Supports visual testing via the Cypress Image Snapshot plugin and accessibility auditing with cypress-axe.

Generates custom ESLint rules from natural language descriptions using the ESLint RuleTester API and AST selectors. Integrates with typescript-eslint parser for TypeScript-aware linting.

Monitors SonarQube quality gate status via the SonarQube Web API and enforces code quality thresholds. Parses coverage reports from JaCoCo, Istanbul, and lcov formats for multi-language projects.

Queries and updates WooCommerce orders via the WooCommerce REST API v3 (/wp-json/wc/v3/orders), filters by status, date range, and customer, and bulk-updates fulfillment status. Generates order export CSVs with custom field mapping for 3PL handoff.

Automates PySpark DataFrame transformations including schema inference, partition pruning, and Delta Lake merge operations. Integrates with AWS Glue Data Catalog and Apache Iceberg table formats for lakehouse architectures.

Optimizes GitLab CI/CD pipelines using the .gitlab-ci.yml specification and GitLab API v4. Implements DAG pipelines, parallel testing, and dynamic child pipelines.

Documenso is an open-source digital document signing platform and DocuSign alternative. It enables secure electronic signatures with self-hosting capabilities, providing transparent and trustworthy document workflows built on open trust infrastructure.

Connect LLMs to MCP servers through composable patterns like router, evaluator-optimizer, and orchestrator flows without hand-managing server lifecycles.

Storybook Component Tester is built around Storybook component workshop. The underlying ecosystem is represented by storybookjs/storybook (89,504+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like stories, controls, test runner, interaction tests, snapshots, addons and preserving the operational […]

Enhances audio and video quality using the Dolby.io Media Processing API. Applies noise reduction, loudness correction to EBU R128 standards, and dynamic range compression via the /media/enhance endpoint.

Runs SonarQube static analysis via the SonarQube Web API and sonar-scanner CLI. Detects code smells, bugs, and security vulnerabilities across 30+ languages with quality gate enforcement.

Analyzes GitHub Actions YAML workflows to identify redundant steps, optimize caching strategies, and reduce CI minutes. Uses the GitHub Actions REST API and actions/cache toolkit to benchmark and improve pipeline performance.

Audits Jenkins shared library Groovy scripts for security anti-patterns using the Script Security Plugin API. Detects unapproved method signatures, sandbox escapes, and credential leakage in pipeline code.

Use Nano-PDF when an agent needs to update existing PDF slides or insert matching new slides from plain-language instructions. The workflow is bounded to PDF page edits and deck-consistent slide generation, not general design automation.

Headless Chrome scraping via Puppeteer with automatic cookie handling, JavaScript rendering, and Cheerio-based DOM extraction. Handles infinite scroll and lazy-loaded content.

Monitors e-commerce product prices using Cheerio.js for server-side DOM parsing with got-scraping for stealth HTTP requests. Tracks price history in SQLite and triggers alerts via nodemailer when prices drop below thresholds.

SeleniumBase is a Python framework for browser automation, end-to-end testing, and stealthy web interaction. It layers pytest-friendly test structure, browser control, reporting, and anti-bot-aware CDP and UC modes on top of Selenium workflows.

Full Stripe API integration using the stripe-node SDK. Creates PaymentIntents via stripe.paymentIntents.create(), manages Customers and Subscriptions, handles webhook events through stripe.webhooks.constructEvent(), and supports Stripe Connect for marketplace payouts.

Monitors ArgoCD applications for configuration drift using the ArgoCD REST API and grpc-gateway. Compares live Kubernetes manifests against Git-declared state and generates remediation playbooks via kubectl diff.

Builds headless WordPress workflows around WPGraphQL, the open-source GraphQL API plugin for WordPress. Useful for querying posts, custom post types, menus, taxonomies, and custom fields through typed GraphQL operations instead of ad hoc REST fetches.

Monitors ArgoCD application sync status using the ArgoCD REST API /api/v1/applications endpoint. Detects drift between Git manifests and live Kubernetes cluster state via the Kubernetes API.

Lip Gloss by Charmbracelet is a Go library that brings CSS-like declarative styling to terminal UIs. With 11,000+ GitHub stars, it provides expressive color handling, borders, padding, tables, and layout primitives for building polished terminal applications.

Download a supported video URL with yt-dlp and upload the preserved file plus metadata to archive.org as a repeatable preservation job.

Programmatically creates Grafana dashboard JSON models using the Grafana HTTP API and grafonnet-lib. Supports templated variables, panel linking, and multi-datasource layouts for Prometheus, Loki, and Tempo.

Orchestrates parallel FFmpeg transcoding jobs with hardware-accelerated encoding via NVENC, VAAPI, or VideoToolbox. Supports HLS adaptive bitrate packaging using ffmpeg -f hls with multiple -map streams and fmp4 segment formatting for DASH output.

Use Qdrant’s official qdrant-search-quality skill when an agent needs to diagnose weak recall, irrelevant matches, or embedding and chunking mistakes in a live retrieval pipeline. It is a bounded search-quality tuning workflow, not a generic database listing.

Jujutsu (jj) is a powerful Git-compatible version control system that reimagines VCS workflows with automatic rebasing, first-class conflict tracking, and operation-log undo. Built in Rust with 27k+ GitHub stars, it works directly on existing Git repositories.

Composes GitHub Actions workflow YAML files from modular job templates, resolving action version pins and secret references. Validates against the GitHub Actions schema and checks for known action CVEs.

Miller (mlr) is a command-line tool for querying, shaping, and reformatting name-indexed data such as CSV, TSV, JSON, and JSON Lines. It combines the functionality of awk, sed, cut, join, and sort into a single tool purpose-built for structured data processing.

Uses helm-docs to rebuild Helm chart documentation from Chart.yaml, values.yaml, and inline comments so README files stay aligned with the actual chart. The agent can run this before commit or release, then surface changed tables, missing descriptions, and documentation drift in a review-friendly diff.

Scans Docker images for OS and application vulnerabilities using the Snyk Container API. Generates fix PRs with upgraded base images and patched dependency versions.

Creates Datadog monitor definitions using the Datadog API v2 with metric, log, APM trace, and composite monitor types. Generates Terraform datadog_monitor resources with threshold and anomaly detection.

Analyzes Terraform plan output using the terraform show -json command and HCL2 parser library. Detects destructive changes, cost implications via Infracost API, and policy violations against Open Policy Agent (OPA) rules.

Apply reusable evaluators to model outputs when you need lightweight scoring, rationale capture, or quick eval loops in code.

faster-whisper is SYSTRAN’s high-performance reimplementation of OpenAI Whisper on top of CTranslate2. It is built for transcription pipelines that need lower latency, lower memory usage, optional quantization, and practical Python integration for batch or real-time speech workflows.

An MCP server that integrates Linear project management with AI assistants. Enables creating, searching, updating, and commenting on Linear issues, managing projects and teams, and querying workflows through the Model Context Protocol.

Generates interactive API documentation from code annotations using swagger-jsdoc for Express.js routes and the Redoc (@redocly/cli) renderer. Supports OpenAPI 3.1 output with JSON Schema $ref resolution via @apidevtools/json-schema-ref-parser.

Leverages Ahrefs REST API v3 to identify content gap opportunities through competing domain analysis. Pulls referring domains data, anchor text distributions, and DR metrics to prioritize content creation for link-worthy topics.

A terminal-based interactive JSON viewer and jq filter editor written in Rust. jnv lets developers navigate complex JSON structures visually while building and testing jq queries in real time, with syntax highlighting, auto-completion, and clipboard support.

Use gh-dash when an agent or operator needs assigned pull requests and issue queues in a keyboard-first terminal dashboard instead of bouncing across GitHub tabs.

ChartDB is a web-based database diagramming editor that instantly visualizes your schema from a single SQL query. It supports AI-powered DDL export for cross-database migration, interactive schema editing, and works entirely in the browser with no account required.

Jest Unit Test Scaffolder is built around Jest JavaScript test framework. The underlying ecosystem is represented by jestjs/jest (45,332+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like test runners, snapshots, mocks, coverage, watch mode, reporters and preserving […]

Transcribes podcast episodes using OpenAI Whisper API with speaker diarization via pyannote.audio. Exports formatted transcripts to SRT, VTT, and searchable JSON with timestamped segments.

Visual regression testing using Puppeteer page.screenshot() with pixelmatch comparison. Leverages CDP sessions via page.createCDPSession() for precise viewport emulation and network throttling.

mkcert is a zero-configuration CLI tool by Filippo Valsorda that creates locally-trusted development certificates. It automatically installs a local CA in the system root store and generates TLS certificates for localhost, custom domains, and IP addresses without manual PKI management.

Playwright Test Recorder is built around Playwright browser automation framework. The underlying ecosystem is represented by microsoft/playwright (84,874+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like browser contexts, locators, page actions, tracing, screenshots, test runner and preserving […]

Run constant-rate HTTP attacks, capture binary results, and generate reports or plots before capacity changes and releases.

Run concurrent scripted conversations against a target agent to measure whether it stays on task, responds correctly, and holds up in repeatable test cases.

Generates multiple image variations from a single brief using the OpenAI Images API (POST /v1/images/generations) with DALL-E 3, applying brand guidelines via structured prompt templates. Handles concurrent generation requests with retry logic for rate limit compliance.

Implements component and E2E tests using Cypress with cy.mount, cy.intercept, and cy.get selectors. Configures cypress.config.ts with component devServer, custom commands, and Mochawesome reporter integration.

Bubble Tea is a powerful Go framework for building terminal user interfaces based on The Elm Architecture. Developed by Charmbracelet, it supports inline, full-window, and mixed TUI applications with a high-performance cell-based renderer and declarative views.

Creates reusable GitLab CI/CD template libraries using include:template and extends keywords. Manages pipeline configurations with rules:changes path filtering, needs DAG dependencies, and Auto DevOps customization via CI/CD variables.

Analyzes AWS CloudWatch Logs using the CloudWatch Logs API and Logs Insights query syntax. Identifies error patterns, calculates error rates, and generates metric filters from log data.

Automated email triage using Microsoft Graph API and @azure/msal-node for OAuth. Classifies messages with zero-shot classification, applies Outlook rules, and manages focused inbox priorities.

Coolify is an open source self-hosted deployment platform for applications, databases, and services. This skill covers installing Coolify, connecting infrastructure over SSH, and using it as an operational control plane for repeatable app delivery workflows.

Use mike when an agent needs to publish multiple versions of a MkDocs site without overwriting older documentation.

GoAccess is an open-source real-time web log analyzer that runs in a terminal or generates live HTML dashboards. It parses Apache, Nginx, CloudFront, S3, and other log formats with minimal configuration, providing instant traffic insights for system administrators and DevOps engineers.

Generate a reviewable security report for a supported agent workflow before deployment by scanning its code, tools, MCP usage, and known vulnerability surface.

Integrates SonarQube static analysis via the sonar-scanner CLI and SonarQube Web API. Fetches quality gate results from api/qualitygates/project_status, parses issues via api/issues/search, and maps findings to source lines for inline code review annotations.

Strapi is a JavaScript and TypeScript headless CMS that helps teams model content once and publish it through REST or GraphQL APIs. It fits AI and automation workflows that need an extensible admin UI, custom content types, role-based access controls, and self-hosted deployment options.

Encrypt and decrypt files with age (FiloSottile/age), a simple, modern encryption tool with small explicit keys, post-quantum support, no config options, and UNIX-style composability. A practical replacement for GPG in most workflows.

Garden is a DevOps automation tool for developing and testing Kubernetes apps faster. It spins up production-like environments on demand, provides smart build caching with parallel execution, and uses a unified YAML configuration across development, testing, and CI stages.

ScrapeGraphAI is a Python web scraping library that uses LLMs and directed graph logic to create intelligent scraping pipelines. Describe what data you want to extract in natural language and the library builds and executes the extraction pipeline automatically.

Open Interpreter lets LLMs run code locally (Python, JavaScript, Shell, and more) through a ChatGPT-like terminal interface. It provides a natural-language interface to your computer’s general-purpose capabilities including file manipulation, browser control, and data analysis.

Manages PagerDuty incident lifecycle using the PagerDuty REST API v2 /incidents endpoint. Automates escalation policies, merges related incidents, and generates postmortem templates from incident timelines.

duf is a modern disk usage/free utility written in Go that provides a polished, colorful terminal output for mounted filesystems. It replaces the traditional df command with better formatting, JSON output support, and smart filtering by filesystem type.

Creates and manages Datadog monitors using the datadog-api-client SDK. Configures metric, log, APM trace, and composite monitors with proper threshold types and notification routing.

Manages ArgoCD application synchronization using the ArgoCD REST API and argocd CLI. Handles sync waves, hooks, and health assessments for GitOps-driven Kubernetes deployments.

Generates reproducible Nix flake configurations with devShell environments and package overlays. Uses the Nix Flakes API, nixpkgs lib functions, and flake-utils for cross-platform builds.

K9s is a terminal-based UI for managing Kubernetes clusters, providing real-time observation of resources, log tailing, pod shell access, and cluster navigation. Written in Go with over 28,000 GitHub stars, it replaces dozens of kubectl commands with an interactive interface.

This skill uses markdownlint-cli2 to enforce consistent Markdown quality across docs, READMEs, and content repositories. It is built for local authoring, pull-request checks, and CI enforcement with rule-based output.

docker-selenium packages Selenium Grid into ready-to-run container images for Chrome, Firefox, Edge, and distributed browser execution. It is useful when an agent needs reproducible browser automation infrastructure for testing, scraping, QA, or parallel session orchestration.

Convert a finished coding-agent session into a shareable HTML replay instead of sending raw logs or bulky screen recordings.

Aggregates OpenTelemetry trace spans from Jaeger and Zipkin backends into unified flame graphs. Uses the OTLP gRPC exporter SDK to correlate distributed service calls across microservice boundaries.

Generates Terraform module scaffolds with variables.tf, outputs.tf, and provider configurations from a module specification. Uses the Terraform Registry API to resolve provider schemas.

Monitors ArgoCD application deployments using the ArgoCD REST API and gRPC interface. Tracks sync status, health checks, and rollback history across Kubernetes namespaces.

On-the-fly image optimization using Sharp (libvips Node.js bindings) with CDN-aware caching headers. Supports responsive srcset generation, AVIF/WebP transcoding, and blur placeholder (LQIP) creation.

Build and debug WordPress REST endpoints with a specialized skill.

GlitchTip is an open-source, Sentry-compatible error tracking platform built for self-hosted exception monitoring and alerting. It is a strong fit when you want production error visibility with API compatibility, lighter infrastructure, and clear deployment docs.

Use ai-runbooks to give AI assistants role-specific SOC personas, investigation steps, and incident-response procedures for structured security triage.

Analyzes and optimizes content readability using Flesch-Kincaid scoring, Hemingway Editor API integration, and Grammarly Text API. Generates SEO-optimized rewrites targeting specific grade levels.

Official Playwright-powered browser control for agent workflows.

Conftest is a CLI tool that tests structured configuration data using the Open Policy Agent Rego language. It validates Kubernetes manifests, Terraform configs, Dockerfiles, CI pipelines, and any other structured format against custom policy rules.

Launch supported coding agents in Docker, collect local metrics and HTTP traces, and compare their runs in a built-in dashboard.

Rallly is an open-source scheduling and collaboration tool that makes organizing group meetings effortless. Create meeting polls to find the best date and time based on participant availability, replacing back-and-forth email chains with a simple voting interface.

Use DOMPurify when an agent must accept HTML from users, rich text editors, imports, or model output but cannot safely render it as-is. The skill strips dangerous markup and unsafe attributes before the content is shown in previews, stored in CMS fields, or embedded in downstream pages.

Use dyff to compare YAML documents by structure and changed paths so agents can review configuration drift without the noise of plain line diffs.

Generates and tracks incident response checklists using PagerDuty Incident Workflows API and Statuspage.io API. Automates severity classification, stakeholder notification, and post-incident review scheduling with Jira Service Management integration.

Uses invoice2data to turn invoice PDFs into structured JSON, CSV, or XML using supplier-specific templates. This is for repeatable invoice field extraction and renaming workflows, not for full accounting system automation or generic OCR catalog listings.

Analyzes AWS CloudTrail event logs via the Lookup Events API to detect anomalous IAM activity. Uses statistical baselining of API call patterns and flags unusual AssumeRole chains, console logins from new IPs, and privilege escalation attempts.

Stagehand is Browserbase’s open source browser automation framework that blends natural-language actions with code-level control. It helps agents and developers build more reliable web workflows on top of Playwright-compatible browser sessions, extraction, and repeatable action caching.

Umami is a modern, privacy-focused, open-source web analytics platform and a self-hostable alternative to Google Analytics, Mixpanel, and Amplitude. It collects website traffic data without cookies and is fully GDPR compliant.

Catch locking, indexing, and schema-change hazards in PostgreSQL migration SQL before a review turns into downtime.

Kong Gateway is an open-source API gateway that handles routing, authentication, load balancing, observability, and newer AI and MCP traffic patterns. It fits teams that need one control layer in front of services, model providers, or mixed API estates.

Cariddi is a Go-based security tool that takes a list of domains, crawls their URLs, and scans for endpoints, secrets, API keys, file extensions, tokens, and errors. It supports configurable concurrency, depth limits, proxy routing, and multiple output formats.

Unlighthouse runs Google Lighthouse across an entire site instead of just a single page. This skill gives agents a repeatable way to crawl URLs, surface SEO and accessibility issues, and return prioritized audit findings for content and technical optimization work.

shadcn/ui is a collection of accessible UI components built with Radix UI and Tailwind CSS that you copy into your project for full customization. Includes 40+ components with variants, themes, and TypeScript support.

SuperTokens is an open-source authentication platform that serves as a self-hosted alternative to Auth0, Firebase Auth, and AWS Cognito. It provides passwordless login, social auth, MFA, session management, and multi-tenancy with SDKs for Node.js, Python, Go, and popular frontend frameworks.

Manage multi-environment Kubernetes rollouts from a single project so you can diff, deploy, prune, and promote targets without hand-stitching every overlay.

Automates image and video optimization workflows via the Cloudinary Upload and Admin APIs. Applies responsive breakpoints, format negotiation, and intelligent cropping with gravity detection.

Parses natural language task descriptions into structured Todoist API v2 task objects with due dates, priority levels, and project assignments. Uses the Todoist Sync API for batch task creation and supports recurring date patterns via the RRule specification.

Scores content readability using textstat library metrics (Flesch-Kincaid, Gunning Fog, SMOG, Coleman-Liau). Highlights complex sentences, passive voice via spaCy dependency parsing, and adverb density.

Runs OWASP ZAP active security scans via the ZAP API daemon with custom scan policies. Generates SARIF reports compatible with GitHub Advanced Security code scanning alerts.

Extracts video clips and segments using FFmpeg libavformat and libavcodec APIs. Supports keyframe-accurate cutting with -ss/-to flags, stream copy mode, and re-encoding via libx264/libx265 presets.

Faust.js by WP Engine is a JavaScript framework and WordPress plugin that streamlines building headless WordPress sites with Next.js. It handles data fetching via WPGraphQL, authentication, content previews, and server-side rendering, providing a production-ready bridge between WordPress as a CMS and React-based frontends.

Run benchmark-style eval suites against models or agents, then inspect scored traces instead of relying on ad hoc chats and gut feel.

Manages GraphQL schema versions using Apollo Schema Registry API and graphql-inspector. Performs schema diffing, breaking change detection, and composition validation for federated GraphQL architectures.

Profiles GitLab CI/CD pipeline execution using the GitLab Pipelines API and Job Artifacts API. Identifies stage bottlenecks and generates flame-graph visualizations of job dependencies.

Groups keywords into topical clusters using sentence-transformers all-MiniLM-L6-v2 embeddings with HDBSCAN clustering. Pulls search volume data from Google Ads API and SEMrush API.

Resolves scheduling collisions with Microsoft Graph Calendar endpoints like `/me/events`, `/calendarView`, and `findMeetingTimes`. Useful for agents that need to compare attendees, constraints, and availability before proposing a meeting move.

Git Updater enables automatic updates for WordPress plugins and themes hosted on GitHub, Bitbucket, GitLab, and Gitea repositories, with support for release assets, language packs, and branch switching.

Soft Serve is a self-hostable Git server by Charmbracelet that provides a beautiful terminal UI accessible over SSH. It supports cloning over SSH, HTTP, and Git protocol, Git LFS, access control with SSH keys, and on-demand repository creation.

Sends and receives SMS/MMS messages via Twilio REST API with webhook handler generation. Supports message scheduling, delivery status callbacks, and Twilio Verify for OTP flows.

Trivy is Aqua Security’s scanner for vulnerabilities, misconfigurations, secrets, SBOMs, and license issues. It fits security review, container hygiene, and infrastructure-as-code checks in one CLI.

Use Agentic Radar to statically scan agent workflows, map tools and MCP servers, generate shareable security reports, and optionally run adversarial runtime tests before rollout.

An official MCP server from Upstash that lets AI agents manage Redis databases, QStash message queues, and Vector stores through natural language. Supports database creation, key operations, backups, and throughput analytics via the Model Context Protocol.

Orchestrates OpenAPI 3.x code generation using swagger-codegen-cli and openapi-generator. Produces typed client SDKs for TypeScript, Python, and Go with custom Mustache templates.

Automatically fetches podcast episodes from RSS feeds using feedparser, downloads audio enclosures, and transcribes them through OpenAI Whisper API or local faster-whisper models. Generates timestamped SRT files and searchable markdown transcripts with speaker diarization via pyannote.audio.

Orchestrates large-scale web crawling using Scrapy with scrapy-redis for distributed job queuing. Integrates Splash for JavaScript rendering, stores results in MongoDB via scrapy-mongodb pipeline, and respects robots.txt with AutoThrottle.

Calculates CI/CD spend using the GitLab REST API v4 pipelines and jobs endpoints. Tracks runner minutes by project, estimates cost per pipeline via GitLab compute minute pricing, and identifies expensive jobs for optimization.

OpenTofu is an open-source infrastructure as code tool that lets you declaratively manage cloud and on-premises resources. A CNCF project and community-driven fork of Terraform, it provides execution plans, resource graphs, and change automation for safe infrastructure provisioning.

Pull logs, metrics, traces, and runbook context into one incident investigation loop before a human operator guesses at the root cause.

Automates migration from ESLint and Prettier to Biome (formerly Rome) by parsing .eslintrc and .prettierrc configs, mapping rules to biome.json equivalents, and running biome check –apply for bulk reformatting.

An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.

Analyzes ESLint configurations using the ESLint Node.js API (new ESLint().calculateConfigForFile) and flat config system. Detects rule conflicts, unused rules, and generates project-specific rule recommendations from eslint-plugin-unicorn and typescript-eslint.

Searches and downloads royalty-free images from Pexels API with smart filtering by orientation, color, and size. Generates attribution HTML and maintains a local deduplication index via SQLite.

Polls Elasticsearch _cluster/health, _nodes/stats, and _cat/shards APIs to detect node drops, unassigned shards, and JVM heap pressure. Forwards anomalies to Opsgenie Alert API for on-call routing.

Clone and synthesize custom voices using the ElevenLabs API v2 with instant voice cloning. Manages voice library operations, text-to-speech generation with SSML markup, and audio stream output via the elevenlabs-python SDK.

Extends npm audit with deep transitive dependency analysis using the npm Registry API. Generates fix PRs via GitHub API and cross-checks advisories against the OSV.dev vulnerability database.

Synchronizes content, users, and plugin configurations across WordPress Multisite networks using the WP_Site_Query API and switch_to_blog(). Automates bulk site provisioning via wp_insert_site() with REST endpoint monitoring.

Use ORAS to move SBOMs, model bundles, provenance, and other non-container artifacts through OCI registries without wrapping them as conventional images.

Runs automated WCAG 2.1 AA/AAA accessibility audits using Playwright with axe-core integration. Generates detailed violation reports with CSS selectors, ARIA role analysis, and remediation suggestions.

LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image inspection through a keyboard-driven interface. Created by Jesse Duffield with 50,000+ GitHub stars.

Compare SQL model changes, preview backfills and downstream impact, and stage safer warehouse rollouts before execution.

mdBook is a command-line utility for creating online books from Markdown files. Built in Rust and maintained by the Rust project, it powers The Rust Programming Language book and is ideal for creating product documentation, tutorials, course materials, and technical references.

Apply standard Python formatters, linters, and type checkers to notebook-heavy repositories without manually converting notebooks to scripts.

Verifies Stripe webhook payload signatures using the Stripe.js SDK and the stripe.webhooks.constructEvent method. Validates the Stripe-Signature header against the raw request body and a configured endpoint secret. Handles tolerance windows for replay attack prevention and logs verification failures to Datadog via the Datadog Logs API.

Hugging Face Transformers provides 400,000+ pretrained models for NLP, computer vision, audio, and multimodal tasks with a unified API across PyTorch, TensorFlow, and JAX for training, fine-tuning, and deployment.

Automates Todoist project management using the Todoist REST API v2 and Sync API. Creates task templates, manages recurring workflows, and syncs with external project trackers.

dbt MCP Server is built around dbt transformation framework. The underlying ecosystem is represented by dbt-labs/dbt-core (12,457+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like manifest.json, catalog.json, dbt run/test/build, dbt Cloud API and preserving the operational context […]

Official Firecrawl MCP Server exposes Firecrawl’s scraping, crawling, search, and deep research features to MCP clients. It is a strong choice for agents that need web extraction with a maintained API-backed service instead of hand-built scrapers.

Parses nginx error.log and access.log files using pattern matching for 5xx status codes, upstream timeouts, and SSL handshake failures. Correlates error spikes with nginx -T configuration dumps to identify misconfigured proxy_pass and keepalive settings.

Render clean terminal screenshots with stable framing before publishing documentation, release notes, or runbooks.

Configures GitLab CI/CD pipelines using .gitlab-ci.yml with Auto DevOps templates, includes, and the GitLab Container Registry. Manages multi-project pipelines and environment-specific deployments.

Run mutation testing against JS or TS projects to find tests that still pass when real defects are introduced.

Parses Nginx error logs using configurable regex patterns and the GoAccess real-time log analyzer API. Clusters recurring 502/504 errors and correlates with upstream health check failures.

Use jscpd when an agent needs to scan a codebase for duplicated blocks and turn clone findings into a focused cleanup or review queue. The skill is about duplication detection and hotspot reporting, not general linting, testing, or automated refactoring by itself.

Use AB Method when a Claude Code task is too large for one pass and needs to be broken into focused tasks and missions that are completed incrementally instead of trying to solve the whole project in one conversation.

Optimizes WordPress posts for SEO using the Yoast SEO REST API fields alongside WP REST API v2 for content updates. Analyzes readability via textstat Python library and generates meta descriptions with Claude API prompt chains.

Generates comprehensive test suites for regular expressions using Hypothesis property-based testing and re2 for safe evaluation. Creates positive/negative test cases, edge cases, and ReDoS vulnerability checks.

Firebase is Google’s app development platform providing real-time databases, authentication, cloud functions, hosting, storage, and analytics for web, iOS, Android, and Flutter applications.

SLSA Verifier is the official tool from the SLSA framework for verifying build provenance attestations generated by SLSA-compliant builders. It checks that software artifacts were built from the expected source, by an authorized builder, without tampering in the build pipeline.

Yoast SEO is the long-running WordPress SEO plugin from Yoast, used to manage metadata, XML sitemaps, schema output, readability checks, and search appearance settings from inside wp-admin. It fits content teams and site operators who need repeatable on-page SEO controls without custom code for each site.

LobeHub is an open-source multi-agent chat platform supporting 50+ LLM providers, MCP plugin marketplace, knowledge base management, and multi-agent collaboration. It serves as a self-hosted alternative to ChatGPT with extensible function calling and voice capabilities.

Builds Apify Actors for scalable cloud scraping with automatic proxy management and storage. Uses the Apify SDK (Actor, Dataset, KeyValueStore, RequestQueue) and Crawlee library for robust crawling.

Find, verify, and analyze leaked credentials across Git repositories, Slack, Jira, Docker images, and more using TruffleHog. Classifies 800+ secret types and validates whether discovered credentials are live.

Measure route hops, latency, jitter, and packet loss to isolate where a network path degrades during incidents.

Runs DocToc to insert or refresh navigable tables of contents inside Markdown files after headings already exist. Use it when an agent is preparing README or docs updates and needs reliable intra-document navigation, not when it is generating the documentation itself.

pastel is a command-line tool for generating, analyzing, converting, and manipulating colors. Built in Rust by the creator of bat, fd, and hyperfine, it supports color spaces including RGB, HSL, Lab, and LCH, with features for palette generation, contrast checking, and color blending.

Better Auth is an open source authentication framework for TypeScript apps. It gives agents a concrete way to wire sign-in, sessions, passkeys, OAuth providers, and plugins into modern web stacks with real package and docs support.

Use GitHub Next’s update-docs workflow when code changes should trigger documentation maintenance instead of waiting for humans to remember it later. The agent analyzes what changed, generates the missing docs updates, and opens a reviewable PR rather than silently rewriting the docs in place.

Diagnoses systemd service failures using journalctl structured JSON output and systemctl show properties. Analyzes unit file configurations with systemd-analyze verify and detects dependency ordering issues via systemd-analyze dot.

Extracts highlight clips from live streams using Twitch Helix API, YouTube Live Streaming API, and FFmpeg segment detection. Identifies peak moments via chat velocity analysis and audio energy spikes.

The official Notion MCP Server enables AI agents to interact with Notion workspaces through the Model Context Protocol. It provides tools for querying data sources, creating and updating pages, searching content, and managing databases — all accessible via natural language prompts from Claude, Cursor, Copilot, and other MCP clients.

Generates infrastructure-as-code configurations from Jinja2 templates with variable inheritance. Produces Terraform HCL, Ansible playbooks, and Kubernetes manifests from shared parameter files using hierarchical environment overlays.

Mine failed agent runs for reusable skills, benchmark the candidates, and keep only the variants that improve a supported coding agent over your baseline.

An ASE skill built on Checkmate, the open source self-hosted monitoring platform for uptime, incidents, response times, and infrastructure visibility. It fits agent workflows that need recurring checks, incident context, and operational dashboards with optional server telemetry via the companion Capture agent.

Launch risky agent work inside disposable microVMs when you need stronger isolation, sealed egress, and host-side secret injection instead of direct host access.

Generates contact-sheet-style thumbnail grids from video files using FFmpeg tile filter and libvips. Supports customizable grid dimensions, timestamp overlays, and batch processing across directories.

WP-CLI is the official command-line interface for WordPress, maintained as an open source project with extensive command docs and release history. It gives agents a reliable way to automate plugin, theme, database, transient, user, and multisite operations without driving the wp-admin UI.

Automates image generation workflows using Stability AI ControlNet API with depth maps, edge detection, and pose estimation. Integrates with Hugging Face diffusers library for model management and CLIP interrogator for prompt refinement.

Optimizes GitLab CI/CD pipelines using the GitLab Pipelines API and DAG keyword configurations. Analyzes job dependencies, parallel execution opportunities, and cache strategies for faster builds.

Summarizes audio content using AssemblyAI’s LeMUR (Large Language Model for Audio Understanding) API. Chains the /v2/transcript endpoint with /lemur/v3/generate/summary for contextual audio intelligence.

lsd (LSDeluxe) is a modern rewrite of the classic ls command written in Rust, adding color coding, file-type icons via Nerd Fonts, tree view, and extensive formatting options while maintaining familiar ls command syntax.

Docusaurus is an open-source static site generator built with React, developed and maintained by Meta. It enables teams to build, deploy, and maintain documentation websites, blogs, and marketing pages with Markdown content, versioning support, and a rich plugin ecosystem.

ffsubsync automatically aligns subtitle files to spoken audio by analyzing timing from a reference video or audio file. It is a strong fit for agent workflows that need to repair drifting subtitles without manual waveform editing.

Automated K8s pod troubleshooting using kubectl, crictl, and the Kubernetes API. Runs diagnostic sequences for CrashLoopBackOff, ImagePullBackOff, OOMKilled, and pending pod states.

Use Claude Code Agent Farm when a repo needs many Claude Code workers to run in parallel on bug-fix or best-practice sweeps with coordination, conflict avoidance, and live monitoring.

Uses Tabula Java library via tabula-py bindings to detect and extract tables from PDF documents. Supports both lattice and stream extraction modes with configurable area coordinates and outputs to pandas DataFrames or CSV.

Enforces code formatting standards using the Prettier API (prettier.format(), prettier.check()) and prettier-plugin-organize-imports. Supports 20+ languages with .prettierrc configuration management.

Connects to the Slack Web API to fetch unread messages across specified channels and surfaces a prioritized digest of action items, decisions, and blockers. Uses conversation.history and users.info endpoints to attribute messages correctly. Supports scheduled digests and posts summaries directly to a designated DM or channel.

Use jscodeshift when an agent needs AST-based JavaScript or TypeScript codemods for bulk migrations, API rewrites, and large refactors with reviewable diffs.

Resolves Prometheus alerts by querying the /api/v1/alerts and /api/v1/query_range endpoints for metric time series analysis. Executes playbook steps for common alerts like HighCPUUsage and DiskSpaceLow, validates PromQL recording rules, and silences alerts via Alertmanager /api/v2/silences.

LangSmith provides tracing, evaluation, and debugging workflows for LLM applications. This skill is useful when an agent team needs structured observability around prompts, chains, tool calls, datasets, and eval runs across multiple frameworks.

Execute structured runbook procedures triggered by Prometheus AlertManager webhooks. Queries PromQL metrics via the Prometheus HTTP API for automated incident diagnosis and escalation.

Synchronizes content between WordPress multisite installations using the WP REST API /wp/v2/posts endpoint with OAuth 1.0a authentication. Handles media sideloading, shortcode transformation, and conflict resolution.

Compiles Protocol Buffer definitions into language-specific gRPC client and server stubs using buf CLI and protoc plugins. Validates proto files against Buf lint rules and detects breaking changes.

Index local notes, docs, and meeting transcripts, then return ranked files or structured JSON so an agent can pull only the context it needs.

Orchestrates parallel browser automation across Selenium Grid nodes using RemoteWebDriver, DesiredCapabilities, and WebDriverWait. Manages session distribution, retry policies, and HTML test reports via ExtentReports.

Inspect or auto-fix shell scripts to reduce quoting bugs and brittle Bash patterns before they break in CI or production.

Extracts and transforms Avro, Protobuf, and JSON Schema definitions from Confluent Schema Registry. Generates typed data models and validates schema compatibility using the Schema Registry REST API.

Validates GitHub Actions YAML workflows using actionlint and the GitHub Actions REST API. Detects invalid step references, missing secrets declarations, and deprecated action versions before CI runs.

Extracts text and metadata from 1000+ file formats using Apache Tika server REST API. Handles PDF OCR via Tesseract integration, Office document parsing, and email archive extraction with MIME detection.

Builds composable image transformation pipelines using the Sharp library with operations like resize(), composite(), and toFormat(). Leverages libvips bindings for high-performance batch processing.

Use Diff2Html when an agent needs to turn raw unified diffs into readable HTML artifacts for reviews, audits, or status updates. This is a rendering and packaging workflow, not a generic Git hosting, code review, or SCM platform listing.

Analyzes PR size and reviewability using the GitHub GraphQL API and git diff-stat. Enforces size limits, suggests PR splitting strategies, and tracks team review velocity metrics via GitHub Checks API.

Verifies container image signatures and provenance using Sigstore Cosign and Rekor transparency log. Enforces supply chain policies with OPA Gatekeeper admission rules.

Run repeatable eval suites against prompts, RAG pipelines, and agents so regressions surface before release.

Monitors internet-facing assets using Censys Search API v2 for host discovery and certificate enumeration. Tracks exposed services, TLS configurations, and new asset appearances with delta alerting via webhook integrations.

Queries distributed traces from Jaeger and Tempo via their gRPC and HTTP APIs. Identifies latency bottlenecks using OpenTelemetry Collector processors and correlates with Loki log streams.

Manages CircleCI pipeline configurations using orbs like circleci/node, circleci/docker, and circleci/aws-s3. Handles workflow orchestration, parallelism, and resource class selection via .circleci/config.yml.

Generates and validates Ansible playbooks from infrastructure requirements. Uses ansible-lint for validation and queries Ansible Galaxy API for discovering certified roles and collections.

Run self-hosted push notifications with Gotify, including a REST API, WebSocket stream, web UI, plugins, and mobile clients. This skill helps agents send alerts, manage applications, and connect monitored events to a private notification channel instead of relying on third-party push vendors.

Monitors test coverage trends using the Codecov API v2 /repos/{owner}/{repo}/commits endpoint. Compares branch coverage against base, generates diff-coverage reports, and flags untested code paths in PR comments via GitHub REST API.

Use git-filter-repo when an agent needs to surgically rewrite repository history after a leaked secret, a huge binary commit, or a bad subtree split. The agent analyzes the problem, builds the rewrite command, and leaves a clean follow-up checklist for force-push, clone reset, and downstream cleanup.

Self-hosted web crawling and content extraction exposed as MCP tools. Scrape pages, crawl sites with depth control, and extract clean markdown — all self-hosted and free.

Integrates Stripe payment processing using stripe-node SDK including PaymentIntents, Checkout Sessions, Billing Portal, and webhook event verification with stripe.webhooks.constructEvent.

Generates optimized title tags, meta descriptions, and Open Graph markup using Google NLP API for entity salience scoring. Integrates with Yoast SEO REST API for WordPress deployments.

Generate PRDs, implementation plans, validation loops, issue investigations, and autonomous fix cycles inside Claude Code before coding starts.

Chartbrew is an open-source web application for building and sharing live dashboards from APIs, SQL and NoSQL databases. It features a visual chart builder, AI assistant, scheduled reports, and embeddable charts for data visualization.

Builds custom Semgrep rules using the semgrep YAML rule syntax with metavariable-pattern, pattern-either, and taint-mode analysis. Generates rule packs for OWASP Top 10 detection across Python, JavaScript, and Go codebases.

shot-scraper is a Python CLI tool by Simon Willison for taking automated screenshots of websites and executing JavaScript against pages. Built on Playwright, it supports headless browser automation, multi-step screenshot workflows defined in YAML, and HTML-to-image rendering for CI pipelines and monitoring.

Fast and accurate code statistics tool written in Rust. Counts lines of code, comments, and blanks across 200+ languages, with output in JSON, YAML, or CBOR for programmatic analysis of codebase composition.

faster-whisper is a reimplementation of OpenAI’s Whisper model using CTranslate2 that delivers up to 4x faster transcription with lower memory usage. It supports CPU and GPU inference with 8-bit quantization, batch processing, word-level timestamps, and VAD filtering for accurate speech-to-text conversion.

Convert documents into schema-enforced entities and graph relationships when the job is exact knowledge extraction rather than generic document parsing.

Feed an agent your docs, links, code, or rough process notes and it generates, validates, installs, and optionally shares a reusable SKILL.md-based workflow across supported agent tools.

Generates structured incident runbooks from AWS CloudWatch alarm configurations using the CloudWatch DescribeAlarms API and AWS Systems Manager documents. Links alarms to remediation procedures automatically.

Bidirectionally syncs project data between Notion databases and external tools using the Notion API v2022-06-28. Connects Jira (REST API), Linear (GraphQL), and GitHub Issues for unified project tracking.

Parses GNU Makefiles using pymake and builds complete dependency DAGs. Detects circular dependencies, unreachable targets, missing prerequisites, and generates optimal parallel build orderings.

Monitors SonarQube project quality gates via the Web API and blocks CI deployments when thresholds fail. Tracks technical debt trends across releases.

Uses Goss to express the expected state of a machine or container, then validates that reality still matches the contract. Reach for it after provisioning, image builds, or config changes when an agent needs a fast pass or fail answer about service health and system drift.

Add controlled retries to pytest runs so agents can contain flaky tests and report final failures without rerunning whole suites by hand.

Wraps Apache Tika Server REST API for extracting structured text from PDFs, DOCX, PPTX, and 1,200+ file formats. Outputs clean markdown with metadata preservation using Tika /rmeta/text endpoint and recursive parsing mode.

Creates Spotify Backstage software templates using template.yaml definitions with Scaffolder actions including fetch:template, publish:github, and catalog:register. Manages the Backstage Software Catalog via its REST API.

Reviews Jenkinsfile and Groovy pipeline scripts for anti-patterns, security issues, and performance bottlenecks using Jenkins Pipeline Linter API and static analysis rules.

Use Mem0 when an agent should retain durable preferences, facts, and prior decisions as selective memory records instead of stuffing more transcript history back into every prompt.

Build browser automations with Stagehand, Browserbase’s AI browser automation framework. It combines natural-language actions with code-level control so agents can navigate sites, extract data, and turn brittle scripts into more resilient Playwright-style workflows.

Diagnoses CrashLoopBackOff pods using kubectl and the Kubernetes API /api/v1/namespaces/{ns}/pods/{pod}/log endpoint. Correlates container exit codes with OOM kills, readiness probe failures, and config errors.

Tracks cyclomatic and cognitive complexity trends using lizard CLI and radon for Python analysis. Generates weekly complexity reports with git-integrated change attribution per module.

Analyzes git diffs using libgit2 and radon to compute cyclomatic complexity changes per function. Flags complexity regressions in pull requests with inline GitHub review comments via PyGithub.

Integrates SonarQube quality gates into pull request workflows via the SonarQube Web API /api/qualitygates/project_status. Blocks merges when code smells, duplications, or coverage thresholds fail and posts inline annotations using the GitHub Checks API.

Query cloud APIs, SaaS services, and infrastructure with standard SQL using Steampipe. Maps over 150 data sources (AWS, Azure, GCP, GitHub, Slack, and more) to PostgreSQL tables — no ETL pipelines needed.

Converts Markdown files to valid AMP HTML articles using unified/remark/rehype pipeline. Validates output against amphtml-validator and generates structured data with schema-dts.

chezmoi manages dotfiles across multiple machines securely using a Git-backed source-of-truth model with templates, encryption, and cross-platform support. Written in Go with 18k+ GitHub stars, it handles machine-specific configs, secrets, and one-command bootstrap.

Use gotestsum to turn noisy `go test` output into compact failure summaries, JUnit or JSON artifacts, and optional reruns of flaky tests before an agent starts fixing Go code.

Stagehand is Browserbase’s AI browser automation framework for mixing natural-language actions with deterministic code. It is built for production workflows where you want Playwright-level control, structured extraction, and the option to cache and stabilize repeated web tasks.

Use dbt-checkpoint when an agent should catch dbt naming, dependency, metadata, and model-hygiene issues before review or merge.

Supabase MCP Server is built around Supabase developer platform. The underlying ecosystem is represented by supabase/supabase (99,546+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like PostgREST, Auth, Storage, Realtime, Edge Functions, RLS and preserving the operational context […]

Concurrently runs multiple commands in parallel with color-coded output, prefix labels, and process lifecycle management. With 14M+ weekly npm downloads, it is the standard tool for running dev servers, watchers, and build processes simultaneously.

Configures Grafana OnCall escalation chains, notification policies, and on-call schedules via the Grafana OnCall HTTP API. Manages integration routes from Alertmanager, Zabbix, and Datadog with automatic responder assignment.

Manages image and video assets through the Cloudinary Upload and Admin APIs. Applies on-the-fly transformations, generates responsive breakpoints, and optimizes delivery with f_auto and q_auto parameters.

Creates and manages Nx monorepo workspace generators using @nx/devkit and the Nx plugin API. Generates libraries, applications, and custom executors with automatic dependency graph updates via nx graph.

Synchronizes events across multiple Google Calendar accounts using the Calendar API v3 and OAuth 2.0. Handles recurring events, timezone conversions, and conflict resolution.

Notion Workspace Agent is built around Notion workspace and database platform. The underlying ecosystem is represented by makenotion/notion-sdk-js (5,562+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like pages, databases.query, blocks.children, properties, relations, pagination and preserving the operational […]

Orchestrates Terraform Cloud runs via the TFC API v2 /runs endpoint with plan-only and auto-apply modes. Manages workspace variables through /vars API, parses plan output for resource drift detection, and integrates Sentinel policy checks.

Routes and escalates Prometheus AlertManager notifications based on severity and label matchers. Integrates with PagerDuty, Opsgenie, and Slack webhook APIs for multi-channel incident routing.

Generates declarative Jenkins pipeline scripts using the Jenkins Pipeline Syntax reference and shared library patterns. Integrates with the Jenkins REST API (/api/json) for job configuration and the Blue Ocean API for pipeline visualization.

Parses terraform plan JSON output via the Terraform CLI (terraform show -json) to validate infrastructure changes before apply. Detects destructive operations, cost estimate impacts via Infracost API, and drift from desired state.

Manages bulk uptime monitoring via the Uptime Robot API v2. Creates HTTP, keyword, and port monitors with alert contacts, maintenance windows, and status page synchronization.

files-to-prompt by Simon Willison concatenates an entire directory of files into a single prompt for use with LLMs. It supports file extension filtering, gitignore-aware exclusions, Claude XML format output, Markdown fenced code blocks, line numbering, and stdin piping for flexible codebase-to-prompt workflows.

BullMQ is the fastest, most reliable Redis-based distributed queue for Node.js, Python, Elixir, and PHP. It provides priority queues, rate limiting, delayed jobs, parent-child dependencies, repeatable jobs, and sandboxed workers for background processing at scale.

gRPC Service Tool is built around gRPC remote procedure call framework. The underlying ecosystem is represented by grpc/grpc-node (4,816+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Protocol Buffers, unary and streaming RPCs, reflection, deadlines, interceptors and […]

Generates interactive API documentation from GraphQL schemas using graphql-js introspection queries and SpectaQL. Produces type relationship diagrams, query examples, and deprecation notices from SDL files.

Uses the DocuSign eSignature REST API SDK to programmatically create envelope definitions with conditional routing rules based on contract value thresholds. Signers are resolved from a Salesforce SOQL query via the JSForce SDK, and envelope status updates are tracked via DocuSign Connect webhooks.

Manages Scrapy spider deployments via Scrapyd API with custom item pipelines for MongoDB ingestion, deduplication via MinHash LSH, and rotating proxy middleware configuration.

Monitors Buildkite agent pools via the Buildkite REST API v3 and GraphQL API. Tracks agent connectivity, queue depth, job wait times, and dispatches Slack alerts for stalled or disconnected agents.

Automate software releases with GoReleaser — build cross-platform binaries, create Docker images, generate changelogs, and publish to GitHub/GitLab/Gitea in a single command. Works for Go projects and beyond.

Generates Semgrep SAST rules from vulnerability descriptions using the Semgrep CLI and semgrep-rules YAML schema. Supports metavariable patterns, taint tracking, and join rules for cross-function analysis.

Debugs failed GitLab CI/CD pipelines by parsing .gitlab-ci.yml and fetching job logs via GitLab REST API v4. Identifies runner misconfigurations, artifact dependency issues, and suggests targeted fixes.

Sage by Roots is an advanced WordPress starter theme that brings Laravel Blade templating, Vite-powered front-end builds, Tailwind CSS, and block editor support to WordPress theme development. It is the most-starred WordPress theme framework on GitHub.

Turn long pages, PDFs, podcasts, videos, and local files into compact working briefs before downstream research, drafting, or execution steps.

FilePond is a JavaScript file upload library that handles files, directories, URLs, and Data URIs with drag-and-drop, paste, and API support. It includes built-in image optimization, async chunked uploads, and adapters for React, Vue, Angular, and Svelte.

Check certificates and precertificates for Web PKI standards violations before CA issuance, trust-store submission, or deployment.

Just is a command runner written in Rust that provides a convenient way to save and run project-specific commands. It uses a justfile syntax inspired by Make but focused on running commands rather than building targets, with support for parameters, dependencies, and multi-language recipes.

Scan large directory trees for duplicate or under-replicated files, then review grouped results before cleanup actions.

Investigates broken checks with the Datadog Synthetics API, Monitors API, and Logs Search API to connect failed browser or API tests with the signals that explain them. Handy for turning a red synthetic check into an actionable diagnosis instead of a vague outage alarm.

Perform offline speech recognition across 20+ languages with Vosk. Provides compact models, zero-latency streaming transcription, and bindings for Python, Node.js, Java, C#, and Go — all without cloud API dependencies.

Take a suspected injectable request, replay it on an authorized target, confirm the finding, and enumerate reachable database actions before manual follow-up.

DigitalOcean Droplet Manager is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

Follow a Kubernetes workload live so an agent can explain why it is pending, failing, or not becoming ready.

Extends Swagger Codegen and OpenAPI Generator with custom Mustache templates for client SDK generation. Supports Java (OkHttp/Retrofit), TypeScript (Axios/Fetch), and Python (httpx) output targets.

Validates Ansible playbooks and roles using ansible-lint and yamllint APIs. Enforces best practices for idempotency, variable naming, and handler usage with custom rule profiles.

SOPS manages encrypted YAML, JSON, ENV, INI, and binary files with KMS, age, and PGP. It is a tight fit for secrets handling, rotation, and encrypted configuration workflows.

Newsboat is an actively maintained RSS/Atom feed reader for the text console. A fork of the discontinued Newsbeuter, it provides a fast, keyboard-driven interface for subscribing to, reading, and managing feeds with powerful filtering, macro support, and scriptable automation.

Automates site, CMS, and publishing workflows with Webflow’s official JavaScript SDK for the Webflow Data API. Useful for agents that need to list sites, publish changes, manage CMS data, and authenticate with workspace tokens, site tokens, or OAuth.

Leantime is an open-source project management system designed for non-project managers, with kanban boards, gantt charts, goal tracking, timesheets, and lean canvas tools. Built with ADHD, autism, and dyslexia accessibility in mind.

Validate and optionally autofix SKILL.md, CLAUDE.md, AGENTS.md, hooks, and MCP config files before bad agent metadata or wiring silently breaks a workflow.

Generates Playwright test scripts for Chromium, Firefox, and WebKit from natural language descriptions. Uses the Playwright codegen recorder API and assertion library for reliable E2E tests.

Kamal is an open-source deployment tool by Basecamp that deploys containerized web applications anywhere — from bare metal to cloud VMs — with zero downtime using Docker and SSH. It uses kamal-proxy for seamless container switching and works across multiple servers simultaneously.

Scaffolds and tests Jenkins Shared Libraries using the jenkins-pipeline-unit framework (JenkinsPipelineUnit). Validates Groovy DSL syntax via CodeNarc static analysis and tests pipeline steps with JenkinsRule from jenkins-test-harness.

Extracts design tokens from Figma files using the Figma REST API and style-dictionary. Generates CSS custom properties, Tailwind configs, and Swift/Kotlin theme files from Figma components.

The official MongoDB MCP server connects AI agents to MongoDB databases and Atlas clusters through the Model Context Protocol, enabling structured queries, collection management, Atlas API operations, and aggregation pipelines with built-in authentication and access control.

Uses DeepDiff to compare structured objects deeply and return precise additions, removals, value changes, and deltas instead of noisy line-based diffs. Best when an agent is validating API payloads, configuration snapshots, or migration outputs where nesting and key paths matter.

Official Cloudflare MCP servers that enable AI assistants to manage Workers applications, debug logs, analyze Radar traffic data, configure security settings, and interact with the full Cloudflare platform through natural language via the Model Context Protocol.

gallery-dl is a command-line tool for downloading image galleries and collections from dozens of hosting sites including Pixiv, DeviantArt, Twitter, Reddit, Instagram, and Danbooru. It supports authentication, metadata extraction, filtering, and configurable output templates.

Manages image and video assets using the Cloudinary Node.js SDK and Upload API. Applies automatic format selection, responsive breakpoints, and AI-based cropping with face detection.

resvg is a fast, portable SVG rendering library written in Rust that converts SVG files to PNG images with high correctness. It works as a Rust library, C library, CLI tool, and has Node.js bindings via resvg-js for server-side SVG-to-image conversion.

Diagnoses CrashLoopBackOff pods using kubectl and the Kubernetes API. Inspects container logs, exit codes, OOMKilled events, and liveness probe configurations to generate actionable remediation steps.

Run GitHub Agentic Workflow jobs behind a domain allowlist and optional API-key sidecar instead of giving repository agents broad outbound access.

Generates JSON-LD structured data markup for articles, products, FAQs, and how-to pages using Schema.org vocabulary. Validates output against Google Rich Results Test API and SchemaValidator.org endpoints.

The Google Cloud CLI provides command-line access to 200+ GCP services including Compute Engine, Cloud Run, GKE, BigQuery, and Vertex AI for resource management, deployment, and administration.

GitLab CI Integration is built around GitLab DevSecOps platform. The underlying ecosystem is represented by gitlabhq/gitlabhq (24,276+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like GitLab REST API, pipelines, merge requests, runners, registry, CI YAML and preserving […]

Diagnoses Kubernetes pod failures using kubectl and the Kubernetes API server endpoints. Analyzes CrashLoopBackOff, OOMKilled, and ImagePullBackOff states by querying /api/v1/namespaces/{ns}/pods/{pod}/log and /api/v1/events resources.

Run repeatable cross-forge repository backup jobs from one config instead of hand-scripting clone and export steps per provider.

Use node-ical when an agent is handed a raw .ics file or subscription URL and needs normalized event objects, recurrence-aware dates, and timezone-safe fields it can reason over. The skill stops at parsing and structuring calendar data, not acting as a full calendar product.

Diagnoses Kubernetes pod failures using kubectl describe, logs –previous, and the Kubernetes API /api/v1/namespaces/{ns}/events endpoints. Identifies CrashLoopBackOff root causes, OOMKilled memory analysis, and generates remediation steps with resource limit recommendations.

Use GitHub Next’s CI Doctor workflow to watch GitHub Actions runs, pull failure logs, trace recurring patterns, and open investigation issues with concrete next steps. This is for agents acting as CI failure investigators, not for listing GitHub Agentic Workflows as a product.

Check a Rails codebase for dependency and visibility violations so domain boundaries stay reviewable instead of dissolving over time.

Streams live audio to Deepgram’s WebSocket API at wss://api.deepgram.com/v1/listen for real-time speech-to-text. Handles interim results, utterance detection, and speaker diarization via the Deepgram Node SDK.

Terrascan Policy Scanner is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

Runs static application security testing using Semgrep rules and CodeQL queries against pull request diffs. Supports SARIF output format and integrates with GitHub Advanced Security for findings management.

An official Qdrant MCP server implementation that provides semantic memory capabilities for AI agents. Enables storing and retrieving information using vector search, acting as a persistent knowledge layer on top of the Qdrant vector database.

Generates Playwright test suites from natural language descriptions using the Playwright Test API. Supports cross-browser testing with Chromium, Firefox, and WebKit via BrowserContext fixtures.

Automates GitHub Actions workflow creation, runner management, and artifact caching using the GitHub REST API and YAML generation. Supports matrix builds, reusable workflows, and environment-specific deployment gates.

Uses the Snyk CLI and REST API to audit open-source dependencies for license compliance across npm, PyPI, Maven, and Go modules. Generates SPDX license reports and flags copyleft violations.

Generates Prometheus AlertManager configurations with routing trees, inhibition rules, and receiver integrations for PagerDuty, Slack, and OpsGenie APIs. Supports template-based notification customization.

Difftastic is a structural diff tool that compares files based on their syntax rather than line-by-line text. Written in Rust with 24k+ GitHub stars, it understands 30+ programming languages and integrates directly with Git and Mercurial.

Automates visual regression testing using the Playwright screenshot comparison API and pixelmatch diffing library. Captures baseline snapshots, detects pixel-level UI changes across viewport sizes, and generates HTML diff reports with threshold-based pass/fail results.

Karakeep (formerly Hoarder) is a self-hosted bookmark-everything app with 24K+ GitHub stars that provides AI-powered automatic tagging, full-text search, link archiving, and a REST API. It supports bookmarking links, notes, images, and PDFs with OCR extraction and RSS feed auto-hoarding.

Appsmith is an open-source platform for building internal tools, dashboards, and admin panels on top of databases and APIs. It is well suited to operational workflows where agents or developers need a fast way to stand up interfaces for support, ops, analytics, or back-office tasks.

Inject short-lived, scoped service credentials into Claude Code sessions so agents can reach approved systems without exposing raw secrets.

Implements Getting Things Done methodology on Todoist using the Sync API v9. Automates weekly reviews, context tagging, and project decomposition into next actions.

Bridges Prometheus Alertmanager notifications to Microsoft Teams, Discord, and Telegram using adaptive card templates and PromQL-based alert correlation.

Analyzes webpack bundle composition using webpack-bundle-analyzer and source-map-explorer APIs. Identifies duplicate dependencies and suggests tree-shaking optimizations with specific import rewrites.

MailDev is a local SMTP server with a browser UI for viewing test emails during development. It catches outgoing mail, exposes a REST API, supports attachments and relay options, and helps teams test email flows without sending real messages to customers.

Integrates with SEMrush Writing Assistant API to analyze content against top-10 SERP competitors. Provides real-time readability scoring via Flesch-Kincaid, keyword density analysis, and semantic similarity checks using SEMrush Topic Research endpoints.

Generates Jenkins Declarative Pipelines using the Pipeline Model Definition Plugin API and Jenkins shared library conventions. Integrates with the Jenkins REST API for job provisioning and credentials management.

CI Pipeline Generator Skill is built around GitLab DevSecOps platform. The underlying ecosystem is represented by gitlabhq/gitlabhq (24,276+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like GitLab REST API, pipelines, merge requests, runners, registry, CI YAML and […]

Diagnoses Ansible playbook failures using ansible-playbook –check –diff mode, ansible-lint, and the Ansible callback plugin API. Parses task execution results and suggests fixes for common module errors in ansible.builtin and community collections.

Enforces SonarQube quality gate conditions in CI pipelines using the SonarQube Web API /api/qualitygates/project_status endpoint. Blocks merges when coverage drops, duplications exceed thresholds, or new bugs are introduced.

Migrates Grafana dashboards between instances using the Grafana HTTP API. Transforms datasource UIDs, folder structures, and alert rule references for cross-environment promotion.

Polars is an extremely fast DataFrame library written in Rust with Python, Node.js, and R bindings. This skill enables agents to leverage Polars for high-performance data manipulation, transformation, and analytical queries on structured datasets.

Wails is an open source framework for building desktop applications using Go for backend logic and standard web technologies (HTML, CSS, JavaScript) for the frontend. It compiles to a single native binary with no embedded browser overhead.

Debugs Slack app event flows with the Bolt SDK, signature verification, `app.event()` handlers, and `ack()` timing. Useful for tracing why Events API deliveries, slash commands, or interactive callbacks are failing in real integration environments.

Executes automated diagnostics using the AWS Systems Manager Automation API and SSM Documents. Collects system metrics via the CloudWatch GetMetricData API and correlates with AWS Health events.

broot is a Rust-based terminal tool that provides a new way to see and navigate directory trees. It offers fuzzy search, file preview, git status integration, and an interactive tree view that adapts to your terminal size.

Use sitemap when an agent already knows the site routes or content URLs and needs valid sitemap XML, sitemap indexes, or robots.txt references before launch. This is a publishing-artifact skill, not a crawler or SEO platform.

Tests authorization and policy bundles with the Open Policy Agent `/v1/data` and `/v1/compile` APIs plus `opa test` semantics. Great for agents that need to explain which Rego rules allow or deny a request before policy changes go live.

Chrome DevTools MCP connects an MCP-compatible agent to a live Chrome browser for debugging, automation, and performance work. It exposes Chrome DevTools capabilities through MCP, so agents can inspect network traffic, collect traces, capture screenshots, and automate browser actions from the same server.

Gives Claude Code operators a live dashboard for multi-agent sessions, tool calls, file activity, and nested task progress so debugging starts from what the agents are actually doing.

Links Prometheus alerting rules to operational runbooks by parsing AlertManager configurations and PrometheusRule CRDs. Validates runbook_url annotations exist and are reachable, and generates stub runbooks for undocumented alerts.

Polls the X API v2 trending topics endpoint every 15 minutes and compares against a keyword watchlist stored in Redis. When a trend matches, fetches top tweets by engagement and drafts a summarizing thread via OpenAI Chat Completions. Publishes the thread via X API v2 with reply chaining, respecting OAuth 2.0 PKCE rate limits.

Automates OWASP ZAP scans against REST APIs using the ZAP Python API client. Imports OpenAPI/Swagger specs for targeted scanning and generates SARIF-format reports for GitHub Security tab integration.

Orchestrates LoRA fine-tuning for Stable Diffusion XL using the diffusers library and Kohya ss-scripts. Manages dataset preparation with BLIP-2 auto-captioning, configures AdaFactor optimizer parameters, and exports safetensors checkpoints with A1111 metadata embedding.

Orchestrates Notion workspace workflows using Notion API v2 with database queries, page creation, and relation property management. Automates sprint boards, meeting notes, and knowledge base maintenance.

Scan a repository for secrets, keep an auditable baseline, and review only newly introduced findings during commits or CI checks.

Analyzes and optimizes Lottie JSON animation files using lottie-web parser internals, reduces file size via keyframe deduplication and path simplification, and validates against the Telegram Lottie sticker spec (TGS).

Resolves npm audit vulnerabilities by analyzing the npm registry API for patched versions, generating targeted package.json overrides, and testing upgrades via npm-check-updates compatibility mode.

The official Microsoft Playwright MCP server provides browser automation capabilities through the Model Context Protocol, enabling LLMs to interact with web pages via structured accessibility snapshots without requiring vision models or screenshots.

Uses djLint to scan Django, Jinja, Nunjucks, Twig, and HTML templates for indentation problems, malformed tags, and style drift, then optionally rewrites them into a consistent format. This is for agents that need to clean and validate template-heavy repos before review or release, not for general web framework setup.

Creates Slack Workflow Builder automations using the Slack Web API and Block Kit. Builds approval flows, standup collectors, and incident response channels with interactive message components.

Take an OCR archive that already exists in Paperless-ngx and push smarter titles, tags, and document metadata back into it.

This skill uses write-good to flag vague, wordy, or hard-to-read English prose in documentation and content drafts. It is useful when a team wants lightweight style feedback inside editors, scripts, or CI checks.

Use claude-code-system-prompts when you need the current extracted Claude Code system prompts, built-in tool prompts, or subagent prompts before building a compatible plugin, workflow, or prompt customization.

Execute AWS Systems Manager Automation runbooks and Run Command documents using the SSM API and boto3. Supports cross-account execution, rate controls, and parameter store integration.

Automates ImageMagick convert and mogrify operations for bulk image processing including responsive srcset generation, WebP/AVIF conversion, and ICC color profile management with Little CMS integration.

ApostropheCMS is a full-stack Node.js CMS that combines in-context editing for content teams with headless flexibility for developers. It is a strong fit when teams want live-page editing, MongoDB-backed content models, and a documented REST API for custom frontends.

Runs CloudWatch Logs Insights queries via AWS SDK for JavaScript v3. Analyzes Lambda cold starts, API Gateway latency, and ECS container logs. Generates anomaly detection alarms with math expressions.

Falco Runtime Security is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

Extracts structured tables from PDF documents using Camelot’s lattice and stream parsing algorithms. Handles merged cells, multi-page tables, and outputs to pandas DataFrames, CSV, and JSON with column type inference.

Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().

Deploy and manage Dockerized apps on your own infrastructure with Dokploy, an open source platform positioned as an alternative to Heroku, Vercel, and Netlify. This skill is useful when agents need to stand up services, manage compose stacks, provision databases, and reason about Traefik-backed deployment workflows from real Dokploy docs and project conventions.

Records and replays browser sessions using rrweb recording library with DOM mutation serialization. Integrates with LogRocket API and FullStory Data Export API for session analytics.

linkding is a minimal, fast, self-hosted bookmark manager with a full REST API, tag-based organization, automatic metadata extraction, web archiving, browser extensions, and SSO support. It runs in Docker and is built with Django and Python.

Cerbos is an open-core, language-agnostic, scalable authorization solution that makes implementing and managing user permissions simple. It uses context-aware YAML access control policies managed through Git-ops, providing high-availability APIs for dynamic access decisions across applications.

Manages Nx workspace task orchestration using nx.json configuration and @nrwl/devkit executors. Automates dependency graph analysis, affected project detection, and distributed task execution via Nx Cloud.

AppFlowy brings documents, projects, wikis, and AI-assisted collaboration into a self-hosted or desktop-friendly workspace. This skill helps agents work from the real AppFlowy project, docs, and deployment methods when users need an open source Notion-style environment with local control.

Dasel (Data-Select) is a command-line tool and Go library for querying, modifying, and transforming structured data across JSON, YAML, TOML, XML, CSV, HCL, and INI formats using a unified selector syntax. It supports format conversion between all supported types.

Apache Airflow MCP is built around Apache Airflow workflow orchestration. The underlying ecosystem is represented by apache/airflow (44,767+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Airflow REST API, DAGs, task instances, schedulers and preserving the operational […]

Zulip is an open-source organized team chat application with unique topic-based threading that combines the best of email and chat. It offers a comprehensive REST API, webhook integrations, and bot framework for building automated workflows.

Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search backends.

Maxun is an open-source no-code web data platform for turning any website into structured, reliable data. It supports extraction via recorder mode and LLM-powered natural language mode, plus crawling, scraping, and search capabilities. With 15,000+ GitHub stars and both SDK and CLI interfaces, it handles everything from simple page scrapes to complex automated workflows.

Ingest code, docs, PDFs, images, and video from local folders into a searchable knowledge graph so agents can follow entities and relationships instead of only raw text.

Nock is an HTTP server mocking and expectations library for Node.js that intercepts outgoing HTTP requests and provides programmable responses. With over 13,000 GitHub stars and 5.5 million weekly npm downloads, it is one of the most widely used testing utilities in the JavaScript ecosystem.

Scan staged changes, commits, or repositories for secrets before they leave the workstation or CI job, instead of relying on a later platform-side catch.

LightRAG is a Python-based retrieval-augmented generation framework that builds knowledge graphs from documents for more connected, contextual retrieval. Published at EMNLP 2025, it enables graph-powered RAG with support for multiple storage backends and LLM providers.

Guide live digital-forensics and incident-response work with human approval gates when the job is evidence review and triage, not general MCP setup.

Manages GitOps deployments using ArgoCD API, argocd CLI, and Kustomize overlays. Automates sync operations, rollback procedures, and application health monitoring.

Lint Nix expressions and automatically rewrite common anti-patterns before review or refactor work.

Use Codemod CLI when an agent needs to scaffold, test, and run a reviewable multi-step migration workflow with approval gates, rather than applying a one-off search-and-replace or browsing the hosted Codemod platform.

Scan codebases for security vulnerabilities and anti-patterns using Semgrep OSS rules and the Semgrep CLI. Supports custom YAML rule authoring and SARIF output for CI integration.

Manages Selenium Grid 4 hub and node registration for cross-browser parallel testing. Configures Chrome, Firefox, and Edge nodes with resource allocation policies.

Validates Tekton Pipeline YAML manifests against the Tekton Pipelines API schema. Uses tkn CLI and Kubernetes admission webhooks to catch misconfigurations before deployment. Supports PipelineRun, TaskRun, and Trigger resource types.

Chafa converts images, animated GIFs, and video frames into ANSI/Unicode character art or terminal graphics protocols (Sixel, Kitty, iTerm2) for display in any terminal. It supports a wide range of image formats and output modes, making it the go-to tool for rendering rich visual content in CLI environments.

PydanticAI is an AI agent framework built by the Pydantic team that brings FastAPI-style ergonomics to GenAI development. It provides type-safe, model-agnostic agent construction with structured outputs, dependency injection, and seamless integration with Pydantic Logfire for observability.

Analyzes Docker image layers using the Docker Registry HTTP API v2 and Dive CLI. Identifies wasted space, duplicate files, and optimizes Dockerfile instructions for smaller builds.

Automates Notion database workflows using the Notion API databases.query and pages.create endpoints. Builds filtered views with compound filter objects, manages status property transitions, and syncs with external project trackers.

This entry turns GitHub Next’s Code Simplifier workflow into a narrow cleanup agent. The agent inspects code changed in the last day, proposes behavior-preserving simplifications, runs validation, and opens small refactor pull requests instead of attempting broad rewrites.

Wrap Claude Code sessions in a spec, approval, and verification workflow before risky implementation work lands.

A complete, idiomatic Git implementation written in pure Rust, providing both a library (gix crate) for building Git-powered applications and CLI tools for repository operations. Prioritizes correctness, performance, and memory safety.

Nylas provides REST APIs and SDKs for Python and Node.js that offer unified access to email, calendar, and contacts across all major providers including Gmail, Outlook, and Exchange. Build email and scheduling integrations without managing individual provider APIs.

Runs CodeClimate analysis on pull request diffs using the CLI engine and reports new issues inline. Calculates maintainability impact scores per changed file.

This skill helps an agent create or troubleshoot WordPress Interactivity API behavior, from store wiring to server-rendered state and hydration checks. Use it when a block, theme, or plugin needs directive-driven interactivity rather than ad hoc frontend glue.

dbmate is a standalone, framework-agnostic database migration tool that uses plain SQL files. It supports PostgreSQL, MySQL, SQLite, ClickHouse, BigQuery, and Spanner, and works with any programming language or framework.

Builds complex FFmpeg filtergraph chains for batch video transcoding, thumbnail sprite generation, and HLS adaptive bitrate packaging. Supports NVIDIA NVENC hardware acceleration and HDR tone mapping.

Generates typed client SDKs from OpenAPI 3.x specifications using openapi-generator-cli. Produces TypeScript, Python, and Go clients with proper authentication interceptors and retry logic.

Cockpit CMS is a lightweight headless content platform for teams that want flexible models, REST and GraphQL APIs, and self-hosted deployment without a heavy stack. It supports websites, apps, and multi-language content workflows with either SQLite or MongoDB backends.

Lints Jenkins Declarative and Scripted pipeline syntax using the Jenkins REST API and the Jenkins CLI jar. Checks Jenkinsfile syntax against a live or sandbox Jenkins controller using the /pipeline-model-converter/validate endpoint. Reports errors with line numbers and suggested fixes.

The Azure CLI provides cross-platform command-line access to Microsoft Azure services for managing VMs, databases, Kubernetes, AI services, and hundreds of cloud resources with consistent hierarchical commands.

Stripe MCP Server is built around Stripe payments platform. The underlying ecosystem is represented by stripe/stripe-node (4,377+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like charges, payment intents, subscriptions, billing, payouts, webhooks, reports and preserving the operational […]

Parses Jenkins build console logs via the Jenkins Remote Access API to extract failure patterns, stack traces, and flaky test signatures. Uses regex heuristics and the Jenkins Test Results API to correlate failures with specific changes. Outputs a triage report ranked by recurrence frequency.

Convex is an open-source reactive database for app developers. Write pure TypeScript server functions with strong consistency, real-time subscriptions, and automatic caching. Self-hostable or available as a managed cloud service.

Lightpanda is a headless browser built from scratch in Zig, purpose-designed for AI agents and web automation. It delivers 11x faster page rendering and 9x lower memory usage than Chrome while maintaining full CDP compatibility with Playwright, Puppeteer, and chromedp.

Automates browser tasks with Browser Use, the open-source library that connects LLM reasoning to Playwright-driven web actions. Useful for navigating sites, filling forms, extracting structured page data, and running agentic browser workflows with screenshots and stateful sessions.

Applies ESLint fixes automatically using the ESLint Node.js API with flat config support. Handles rule conflicts across TypeScript-ESLint and eslint-plugin-react. Generates fix reports in SARIF format.

n8n-nodes-mcp is a real n8n community node that lets self-hosted n8n instances connect to Model Context Protocol servers. This skill covers installing the package, configuring MCP transports inside n8n, and using the node in automation workflows that need external tools and structured context exchange.

Synchronizes data between Notion databases and external sources using the Notion API v2022-06-28 with cursor-based pagination. Handles property type mapping for select, multi-select, relation, and formula fields with conflict resolution via last-write-wins strategy.

Use Agent Deck when an operator needs one keyboard-first terminal to monitor, switch, fork, sandbox, and organize many coding-agent sessions instead of juggling tabs, panes, and worktrees by hand.

Monitors live audio streams from RTMP, HLS, or Icecast sources using FFmpeg stream capture and real-time chunked transcription via Deepgram’s streaming API or Whisper.cpp. Detects silence gaps, audio clipping, and loudness deviations from EBU R128 targets using pyloudnorm.

Howler.js is a JavaScript audio library for the modern web that defaults to the Web Audio API with an HTML5 Audio fallback. With nearly 25,000 GitHub stars and 580,000 weekly npm downloads, it provides a single reliable API for audio playback, spatial sound, sprites, and streaming across all browsers and platforms.

Lint natural language text with textlint, the pluggable linting framework inspired by ESLint. Install community rules from npm to enforce writing standards, catch grammar issues, and maintain consistent documentation style across your project.

Generate a shell-ready CLI from an MCP server, OpenAPI spec, or GraphQL endpoint so an agent can discover commands and call tools immediately without hand-written wrappers.

Bootstrap Rust-based command-line tools in CI, containers, and ephemeral workspaces by preferring published binaries over repeated source builds.

An open-source software supply chain health check tool that analyzes dependencies using deps.dev, SBOMs, and external advisories. Heisenberg generates health scores, detects risky packages, and produces CSV reports for individual dependencies or entire GitHub organization portfolios.

Parses nginx.conf and included config files using the crossplane Python library and nginx -t test command. Identifies misconfigurations, duplicate server blocks, SSL/TLS weaknesses via Mozilla SSL Configuration Generator recommendations.

Uses Snyk REST API v1 to scan project dependencies for known CVEs and license compliance issues. Integrates with Snyk Test endpoint for real-time SBOM analysis and generates CVSS-scored vulnerability reports with remediation paths.

Huh by Charmbracelet is a Go library for building interactive forms and prompts in the terminal. It supports input fields, selects, multi-selects, text areas, and confirmations with built-in validation, theming, and accessibility support for screen readers.

Generates Software Bill of Materials in CycloneDX 1.5 format using cdxgen and syft. Enriches component data with license detection from clearlydefined.io and vulnerability cross-referencing via OSV.dev.

Run named steps directly from Markdown runbooks so operational docs stay executable instead of drifting into stale reference text.

Generates and validates podcast RSS feeds compliant with the Apple Podcasts and Spotify specification. Uses the podcast-index API for cross-platform distribution and ID3 tag management via mutagen.

Analyzes npm package security advisories using npm audit, the npm Registry API, and the GitHub Advisory Database GraphQL API. Produces prioritized vulnerability reports with upgrade path recommendations.

Automates incident response for Prometheus alerts using PromQL queries, Alertmanager API, and Grafana dashboards. Maps alerts to diagnostic runbooks with remediation steps.

Use ccusage when an agent operator needs to turn local Claude Code or Codex usage logs into spend and usage reports instead of manually reading raw JSONL files.

Use Claude Code as a bounded GitHub Actions worker for PR reviews, issue follow-up, and repository automation that stays inside normal workflow triggers and runner policy.

Skyvern automates browser-based workflows using LLMs and computer vision. It provides a Playwright-compatible SDK that interacts with websites visually rather than via DOM selectors, making automations resistant to layout changes and capable of operating on never-before-seen websites.

Scan your AI agents, MCP servers, and skills for security vulnerabilities from the command line. Snyk Agent Scan discovers and audits every agent component on your machine — detecting prompt injections, tool poisoning, toxic flows, malware payloads, and credential handling issues across 15+ distinct risk categories.

Give coding agents one promptable workflow surface for OCR, extraction, redaction, form filling, conversion, and signing across document-heavy tasks.

Automated code quality scanning using SonarQube REST API and SonarScanner CLI. Detects code smells, bugs, and vulnerabilities across 30+ languages with configurable quality gates.

Runs end-to-end browser tests using Playwright Test with page.goto, page.locator, and expect assertions. Supports Chromium, Firefox, and WebKit with parallel execution and trace recording via trace.zip artifacts.

TypeDoc is the standard documentation generator for TypeScript projects. It reads TypeScript source code and JSDoc comments to produce structured HTML documentation or JSON models. With 8,000+ GitHub stars and widespread npm adoption, it powers API reference generation for thousands of TypeScript libraries.

Use AiMock when an agent needs reproducible tests around LLM APIs, MCP tools, A2A flows, vector stores, search, or moderation services without depending on live providers.

Use mbox-to-sqlite when an agent needs to work across an email archive as structured data instead of parsing one message at a time. The agent imports a mailbox into SQLite, then hands the resulting database to search, reporting, and cross-dataset workflows without depending on a live mail provider.

Builds and manages CircleCI pipelines using config.yml v2.1, CircleCI API v2, and reusable Orbs. Supports dynamic config, test splitting, and resource class optimization.

Automates WordPress Multisite network site creation using wp_insert_site() and the Sites REST API. Configures per-site themes, plugins, and options via switch_to_blog() with subdomain or subdirectory routing.

Scans Docker and OCI container images with Aqua Trivy for CVEs in OS packages and language dependencies. Outputs filterable vulnerability tables with CVSS scores and fix versions.

Analyzes Tekton Pipeline and Task resource definitions using the Tekton Results API. Recommends CPU/memory request adjustments based on historical TaskRun metrics from Prometheus.

Extracts embedded subtitles from video containers using FFmpeg’s subtitle stream extraction, translates SRT/VTT files through DeepL API or Google Cloud Translation v3, and re-embeds localized subtitle tracks. Supports batch processing with language detection via langdetect and proper bidirectional text handling for RTL languages.

ElasticPress supercharges WordPress search and queries by integrating Elasticsearch, enabling fast content relevancy analysis, faceted search, WooCommerce product filtering, and autosuggest across large content libraries.

Audits npm dependencies using npm audit, license-checker-rspack, and the npm registry API (registry.npmjs.org). Reports CVE vulnerabilities with CVSS scores, license compatibility matrices, and identifies abandoned packages via download trend analysis.

Monitors and analyzes Vite HMR (Hot Module Replacement) update chains using the vite.config.ts plugin API and ws WebSocket events. Identifies slow module boundaries, circular dependency hot paths, and generates flamegraph-compatible output for Chrome DevTools Performance panel.

Plunk is an open-source email platform built on AWS SES for sending transactional emails, creating event-driven automations, and broadcasting newsletters. It serves as a self-hosted alternative to SendGrid, Resend, and Mailgun.

Interfaces with the ScrapingBee REST API for JavaScript rendering and Google SERP extraction. Uses custom_google parameter for search result parsing and screenshot endpoint for visual page archiving.

An agent skill that leverages Thumbor, the open-source smart image processing service by Globo.com, to perform on-demand image cropping, resizing, and filtering with intelligent face and feature detection. Enables automated image optimization pipelines for web applications and content delivery workflows.

Use CCPM when an agent team needs one issue-backed workflow that turns plans into GitHub issues, isolates execution in worktrees, and keeps parallel coding runs reviewable instead of relying on ad hoc chat memory.

A source-backed ASE skill for Beekeeper Studio, the SQL editor and database manager for Linux, macOS, and Windows. It fits workflows that need a real client for querying, browsing tables, and working across PostgreSQL, MySQL, SQLite, SQL Server, and other supported databases.

Extracts and indexes Rust crate documentation using cargo-doc, docs.rs API, and syn for AST parsing. Generates searchable API references with cross-crate linking and example extraction.

AFFiNE is an open source workspace that combines docs, whiteboards, and lightweight databases in one product. This skill is useful when an agent needs to structure notes, maintain linked knowledge, or automate content workflows around AFFiNE workspaces and self-hosted deployments.

Builds and validates CircleCI orb configurations using the CircleCI CLI and Orb Development Kit. Supports orb packing, linting with yamllint, and publishing to the CircleCI Orb Registry via circleci orb publish.

Automattic WordPress Remote MCP connects MCP clients to live WordPress sites using OAuth, JWT, or application passwords. It is aimed at agents that need to read or operate against WordPress content and site features through a maintained remote MCP bridge.

Transcodes and processes audio files using the FFmpeg CLI and libavcodec library. Supports batch format conversion, loudness normalization via EBU R128, and metadata extraction with ffprobe.

Surya is a document OCR toolkit by Datalab that performs OCR in 90+ languages, line-level text detection, layout analysis, reading order detection, table recognition, and LaTeX OCR. It benchmarks favorably against cloud OCR services on a wide range of document types.

Swagger / OpenAPI Validator is built around Swagger/OpenAPI tooling. The underlying ecosystem is represented by swagger-api/swagger-ui (28,702+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like spec validation, schemas, client generation, Swagger UI, examples, refs and preserving the […]

Use RTLCSS when an agent already has left-to-right stylesheets and must prepare a right-to-left variant for Arabic, Hebrew, or other RTL interfaces. The skill transforms directional CSS rules into an RTL companion stylesheet so localization work does not require hand-editing every margin, padding, float, and alignment rule.

Configures Grafana Loki log pipelines with Promtail collectors and LogQL queries. Supports multi-tenant log routing, retention policies, and correlation with Grafana Tempo traces.

Generates Prometheus alerting rules and AlertManager routing configs using PromQL validation via the Prometheus HTTP API. Supports PagerDuty, OpsGenie, and Slack receiver configurations.

Performs high-volume data operations using the Salesforce Bulk API 2.0. Creates ingest jobs with createJob(), uploads CSV batches, and monitors job status via getJobInfo() for millions of records.

Wraps the Trivy CLI for comprehensive container image vulnerability scanning. Outputs results in SARIF format for GitHub Code Scanning API integration and generates OCI artifact attestations.

Integrate Cal.com’s open-source scheduling platform into AI agent workflows. Agents can programmatically create event types, check availability, book meetings, and manage scheduling infrastructure through Cal.com’s comprehensive REST API.

Extracts structured text from scanned documents and images using Tesseract OCR with custom LSTM training data. Supports table detection via OpenCV contour analysis and PDF/A output generation.

Scan Helm charts, YAML, or live clusters for Kubernetes API versions scheduled for removal before an upgrade window.

Exports Grafana dashboards as shareable snapshots using the Grafana HTTP API /api/snapshots endpoint. Captures panel data at point-in-time with configurable expiration and external sharing via snapshot keys.

Scaffolds production-ready Terraform modules using HCL templates with automated variable documentation via terraform-docs. Includes Terratest boilerplate and GitHub Actions CI workflow generation.

Fetches crate metadata from the crates.io API and docs.rs API for Rust package discovery. Analyzes feature flags, dependency auditing via RustSec Advisory DB, and MSRV compatibility checking.

Use dogsheep/github-to-sqlite when an agent needs a local, queryable snapshot of GitHub activity instead of bouncing through the web UI or ad hoc API calls. The agent authenticates once, pulls the exact GitHub objects it needs, and leaves behind a SQLite database that can be inspected, joined, diffed, or handed to downstream tools.

Performs deep OSINT analysis on domains using Shodan API, SecurityTrails DNS history, and WHOIS RDAP lookups. Aggregates subdomain enumeration via Amass and certificate transparency logs from crt.sh for comprehensive attack surface mapping.

CapRover is a self-hosted Platform-as-a-Service that automates Docker, Nginx, and LetsEncrypt to deploy applications and databases with minimal configuration. It provides a web GUI and CLI for managing NodeJS, Python, PHP, Ruby, Go apps and popular databases on any VPS.

Compare two tags, branches, or SHAs and turn merged pull requests into reviewable markdown and JSON release notes for a release workflow.

Validates article extraction quality using the Diffbot Article API and Analyze API, checking fields like `title`, `author`, `tags`, and `text`. Useful for verifying whether an extraction pipeline is capturing real editorial structure instead of noisy page chrome.

Manages ArgoCD application sync waves and hooks using the ArgoCD API and argocd CLI. Coordinates multi-application deployment ordering with sync-wave annotations, health checks, and progressive rollout gates.

Analyzes Docker image layers using the Docker Registry HTTP API v2 and dive CLI tool. Identifies bloated layers, wasted space from deleted files, and suggests multi-stage build optimizations.

Comprehensive REST API testing reference using Postman Collection SDK v2.1 and Newman CLI. Includes assertion libraries for JSON Schema validation with Ajv, response time benchmarking, and contract testing patterns.

Use Medusa Security before trusting a repository, dependency, or AI-agent codebase when an agent needs a focused scan for repo poisoning, prompt-injection, MCP, and AI supply-chain findings.

Builds topical authority clusters using SEMrush Keyword Magic API, Ahrefs Content Explorer, and Google Search Console API. Generates pillar pages with internal linking maps and schema.org Article markup.

Fetches the latest SonarQube project analysis result, explains why the Quality Gate failed in plain English, and links to specific issues. Covers coverage drops, new bugs, and security hotspots. Supports SonarQube Server and SonarCloud. Diagnostic only.

Tesseract OCR is a widely used open source optical character recognition engine with command line and library interfaces. It can extract text from images and scanned documents, supports more than 100 languages, and outputs plain text, hOCR, TSV, and PDF variants.

Syft by Anchore is a CLI tool for generating Software Bills of Materials (SBOMs) from container images and filesystems. Supports CycloneDX, SPDX, and multiple output formats with coverage across dozens of packaging ecosystems including npm, PyPI, Go, and more.

Use MCP Inspector when you need to launch an MCP server, inspect its tools and resources, exercise calls manually, and troubleshoot transport or schema issues before putting that server in front of real agents.

Builds custom Prometheus exporters using the prometheus_client Python SDK and Go client_golang library. Exposes application-specific metrics with proper histogram buckets, counter labels, and gauge instrumentation.

Ollama runs large language models locally with a simple CLI and REST API. It supports hundreds of open models including Llama, Gemma, Qwen, and DeepSeek, with GPU acceleration and an OpenAI-compatible API endpoint.

Use this skill when an agent needs to regenerate a typed API client from an OpenAPI spec, keep fetch clients aligned with backend schema changes, and update generated hooks without hand-editing the output. It is a narrowly scoped Orval workflow skill, not a generic listing for the Orval project.

Automates OWASP ZAP active and passive scanning against web applications, parsing alerts into structured vulnerability reports. Integrates with the ZAP API daemon to manage contexts, spider targets, and export SARIF-formatted findings.

Docker Compose Generator Skill is built around Docker container platform. The underlying ecosystem is represented by moby/moby (71,560+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Docker Engine API, Dockerfiles, docker compose, image builds, registries and preserving […]

Angular is a TypeScript-based web application platform by Google providing dependency injection, declarative templates, a powerful CLI, and comprehensive libraries for routing, forms, and HTTP communication.

Intercepts and analyzes network traffic using Playwright route handlers for API response capture and modification. Uses the Playwright page.route() API, HAR recording, and request/response event listeners.

SEOnaut is an open-source SEO auditing tool built with Go that crawls websites and generates detailed reports on technical SEO issues. It detects broken links, redirect chains, missing meta tags, duplicate titles, heading order problems, and other factors that impact search engine rankings.

Monolith is a CLI tool and Rust library that saves complete web pages as a single HTML file by embedding CSS, images, JavaScript, and fonts as data URLs. It produces self-contained HTML5 documents that render correctly offline without external dependencies.

Healthchecks.io is an open-source cron and background task monitoring platform that alerts when scheduled jobs fail to ping on time. It gives teams a dashboard, API, and notification integrations for tracking recurring jobs without building their own heartbeat system.

Run analytical SQL queries on local files (CSV, Parquet, JSON) using the DuckDB in-process database engine. Enables fast OLAP-style analysis without a server, directly from flat files on disk.

Resolves and visualizes Python package dependency graphs using pip, pipdeptree, and the PyPI JSON API. Detects version conflicts, circular dependencies, and vulnerable transitive dependencies.

Devcontainer Setup Agent is built around Docker container platform. The underlying ecosystem is represented by moby/moby (71,560+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Docker Engine API, Dockerfiles, docker compose, image builds, registries and preserving the […]

Catch CloudFormation schema, region, and intrinsic-function mistakes before a stack update fails in review or deployment.

Prometheus / Grafana MCP Server is built around Grafana visualization and alerting platform. The underlying ecosystem is represented by grafana/grafana (72,784+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like dashboards API, panels, Loki/Prometheus datasources, alerting, rendered images […]

Pixelmatch is the smallest, simplest, and fastest JavaScript pixel-level image comparison library by Mapbox. It features anti-aliased pixel detection and perceptual color difference metrics, making it ideal for visual regression testing in CI/CD pipelines.

Hurl is a command-line tool for running and testing HTTP requests defined in plain text files. Built on libcurl, it supports chaining multiple requests, capturing values, asserting responses with JSONPath and XPath, and integrating into CI/CD pipelines — making it ideal for API testing, integration testing, and endpoint validation.

Clerk’s JavaScript backend SDK gives agents a real server-side interface for auth and user management. It is useful for verifying sessions, fetching users, issuing invitations, and integrating Clerk into custom backend or edge workflows.

Manages PagerDuty incident lifecycle using the PagerDuty Events API v2 and REST API. Automates escalation policies, runbook attachment, and post-incident timeline generation.

Create, switch, and clean per-branch worktrees so multiple coding agents can work the same repo in parallel without stomping each other.

Triages Outlook inboxes using Microsoft Graph API v1.0 with delta query support for incremental mail sync. Applies ML-based priority scoring via Azure Cognitive Services Text Analytics and auto-files messages into folders based on learned patterns.

Woodpecker is a simple yet powerful self-hosted CI/CD engine written in Go with great extensibility. It runs pipelines defined in YAML, supports plugins for extensibility, uses minimal resources, and is the CI engine behind Codeberg.

Keep a large software project moving across planning, execution, and review by handing work between structured agent roles instead of losing the thread in one giant chat.

Generates interactive API reference documentation from OpenAPI 3.x specs using Swagger Parser and Redoc. Validates schemas, produces code samples in multiple languages via OpenAPI Generator CLI.

Composes AI-generated video clips using the RunwayML Gen-3 Alpha API with text-to-video and image-to-video modes. Manages generation tasks, polling, and output stitching via FFmpeg.

Bruno is an open-source, offline-first API client that stores collections as plain-text .bru files on your filesystem. It serves as a privacy-focused, git-friendly alternative to Postman and Insomnia with no cloud sync and no account required.

Observability and debugging support for AI-assisted application workflows.

Lets an agent exercise REST, GraphQL, and gRPC authorization paths with YAML-defined role tests so BOLA, BFLA, broken authentication, and related API flaws are caught before release.

Validates GitHub Actions OIDC tokens for secure, secretless deployments. Uses the GitHub Actions id-token API and the jose JWT library to verify audience, issuer, and subject claims. Integrates with AWS STS AssumeRoleWithWebIdentity and GCP Workload Identity Federation for cloud access.

calcurse is a text-based calendar and scheduling application for the command line. It helps keep track of events, appointments, and everyday tasks with a curses-based TUI, configurable notifications, and CalDAV synchronization support.

Use Juice when an agent already has finished HTML and needs it transformed into email-safe output before sending, archiving, or handing off to another system. The skill inlines stylesheet rules into element style attributes so downstream mail clients and embedded contexts keep the intended presentation without manual cleanup.

Temporal CLI runs a local Temporal server and talks to workflows, activities, and namespaces. It is the practical command-line companion for Temporal development and debugging.

Transforms complex PDFs into LLM-ready markdown and JSON using MinerU, a high-accuracy document intelligence pipeline. Extracts text, tables, formulas, and images from scientific papers, reports, and scanned documents with layout-aware parsing.

Compiles Protocol Buffer .proto files using protoc and generates API documentation with protoc-gen-doc. Validates proto style with buf lint and produces gRPC service client stubs for multiple languages.

Validates Ansible playbooks in check mode using ansible-playbook –check –diff and the Ansible Python API. Detects idempotency issues, undefined variables, and unreachable hosts before production runs.

Normalizes and enriches AWS CloudTrail JSON logs into OCSF (Open Cybersecurity Schema Framework) format. Maps eventSource/eventName pairs to MITRE ATT&CK technique IDs using the MITRE ATT&CK STIX API.

Integrates with the Plaid Transactions API using the plaid Python SDK to pull 90 days of transaction history across linked bank accounts. Transactions are classified into budget categories using a fine-tuned classifier via the OpenAI Chat Completions API and stored in PostgreSQL using SQLAlchemy.

Automates repository administration, pull request workflows, issue triage, and release operations against Gitea using its REST API and webhook system. Useful for self-hosted software teams that want GitHub-like automation without leaving their own infrastructure.

pdfplumber is a Python library for extracting detailed information from PDFs — text, tables, lines, rectangles, and curves — with visual debugging support. Built on pdfminer.six, it excels at structured table extraction from machine-generated PDFs and includes both a Python API and CLI.

Test agent systems for graph-discovered tool-chain vulnerabilities, silent side effects, and multi-phase trust exploits before deployment.

NeoMutt is an actively maintained fork of the classic Mutt email client that brings modern features to terminal-based email management. It supports IMAP, POP3, SMTP, Maildir, notmuch search, and PGP encryption with a highly customizable ncurses interface.

Compare checked-in SQL against live MySQL, PostgreSQL, SQLite, or SQL Server schemas and generate a reviewable apply plan before agents touch production databases.

Chatwoot is a self-hosted, open-source customer engagement platform that provides live chat, email, social media, and messaging channel support in a unified agent dashboard. It serves as an alternative to Intercom, Zendesk, and Freshdesk with full API access for automation.

Diagnoses CrashLoopBackOff pods using kubectl describe, container exit code analysis, and the Kubernetes Events API. Cross-references OOMKilled signals with Prometheus container_memory_rss metrics and cAdvisor stats for root cause identification.

Parses docker-compose.yml files using PyYAML and generates interactive dependency graphs with Graphviz and D3.js. Shows port mappings, volume mounts, network topology, and health check status.

Apprise is a Python library and CLI that sends push notifications to over 100 services including Telegram, Discord, Slack, Amazon SNS, Gotify, email, and more through a single unified API. It supports attachments, images, and asynchronous delivery.

Validates GitHub Actions workflow YAML files against the Actions schema, checks for deprecated action versions, and ensures proper secret handling. Integrates with actions/checkout, actions/setup-node, and dorny/paths-filter APIs.

Generates JSON-LD structured data using schema-dts TypeScript definitions and Google Rich Results Test API validation. Supports Article, Product, FAQ, HowTo, and LocalBusiness schema types.

Manages browser session allocation across Selenium Grid 4 nodes using the GraphQL status endpoint and SE_NODE_MAX_SESSIONS configuration. Implements weighted round-robin distribution with health-check-based failover for Chrome, Firefox, and Edge instances.

sitespeed.io is an open-source tool for comprehensive web performance analysis. It tests websites using real browsers, provides speed optimization feedback, and tracks performance over time with support for CI/CD integration and production monitoring.

This skill turns chromedp into a repeatable browser automation workflow for Go teams. It covers navigation, DOM queries, screenshots, PDF capture, network-aware waits, and structured extraction through the Chrome DevTools Protocol.

Cloudflare Workers Deployer is built around Cloudflare developer platform. The underlying ecosystem is represented by cloudflare/cloudflare-go (1,946+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Workers API, R2, KV, DNS, Pages, Zero Trust, signed URLs and preserving […]

Use scrubadub when an agent needs to strip emails, phone numbers, names, and similar sensitive text before sending content to external systems or search indexes.

Validates Ansible playbooks using ansible-lint with custom rule plugins and the Ansible Collections API. Checks for deprecated modules, missing handlers, insecure variable practices, and role dependency conflicts.

Extracts and transforms Avro/Protobuf schemas from Confluent Schema Registry using the REST API. Generates TypeScript interfaces, JSON Schema, and data contract documentation from registered subjects.

Normalize TOML files with a dedicated formatter and linter so repo configs, manifests, and lockfiles stay stable and reviewable.

Audits TLS/SSL configurations using sslyze Python library and SSL Labs API v3. Checks certificate chain validity, HSTS headers, and OCSP stapling status with Certificate Transparency log verification.

Explores HashiCorp Terraform provider schemas using terraform providers schema -json output. Maps resource attributes, computed fields, and cross-resource dependency references for HCL generation.

Performs automated TypeScript refactoring using ts-morph and the TypeScript Compiler API. Handles rename operations, extract-function, and dead code elimination across large codebases.

Maps the public API surface of Python packages using ast module parsing and importlib introspection. Generates comprehensive reference docs with type annotations from mypy stubs.

Uses Surfer SEO Content Editor API to pull SERP analysis data including word count benchmarks, heading structure patterns, and NLP entity recommendations. Generates content briefs with target keyword clusters from Surfer Audit endpoints.

Validates and tests Prometheus alerting rules against historical metrics data using the Prometheus HTTP API /api/v1/query_range endpoint. Runs rule simulations with configurable time windows and threshold testing.

Find packages that are out of support even when they do not show up as a classic CVE finding yet.

MailDev is a local SMTP server with a web UI and REST API for capturing application email during development. It lets agents and test workflows inspect messages, attachments, and relay behavior without touching real inboxes.

MoviePy is a Python library for video editing — cuts, concatenations, title insertions, compositing, and custom effects. It reads and writes all common audio and video formats including GIF, powered by FFmpeg under the hood.

Synchronizes WooCommerce product inventory across multiple channels using the WooCommerce REST API v3 and wp_update_post hooks. Handles stock level reconciliation, low-stock alerts via WP-CLI, and batch product updates through the /wc/v3/products/batch endpoint.

Render a Helm chart locally and assert on the generated Kubernetes objects before a broken template makes it to a cluster.

Assembles Grafana dashboard JSON models using panel types like timeseries, stat, table, and heatmap. Configures datasource references, template variables, and annotation queries for operational dashboards.

An agent skill built on imgproxy, the high-performance Go-based image processing server, enabling on-the-fly image resizing, cropping, format conversion, and optimization through URL-based transformations. Designed for production CDN pipelines and automated media workflows.

Automates secret rotation in HashiCorp Vault using the Vault API and dynamic secrets engines. Manages database credential leases, PKI certificate renewal, and AWS STS token generation with TTL policies.

Use GitHub Next’s CI Doctor workflow to watch GitHub Actions runs, pull failure logs, trace recurring patterns, and open investigation issues with concrete next steps. This is for agents acting as CI failure investigators, not for listing GitHub Agentic Workflows as a product.

Manages Jenkins Shared Libraries with proper vars/ and src/ structure using the Jenkins Pipeline Shared Groovy Libraries plugin. Validates Groovy syntax, tests steps with jenkins-pipeline-unit, and configures Global Pipeline Libraries via Jenkins CLI.

Assembles Tekton CI/CD pipelines from reusable Task and ClusterTask definitions using tkn CLI and Tekton Hub catalog. Manages PipelineRun parameters, workspace bindings, and result propagation across task steps.

Analyzes top SERP competitors using DataForSEO API and generates content optimization briefs with target word count, NLP entity coverage, heading structure, and internal linking recommendations.

Extracts and documents public API surfaces from NPM packages using TypeScript Compiler API (ts.createProgram) and API Extractor from @microsoft/api-extractor. Generates .api.md report files and .d.ts rollups.

D2 is a modern diagram scripting language that turns text into diagrams. It compiles declarative text files into SVG, PNG, and PDF outputs with automatic layout, multiple themes, and support for sequence diagrams, class diagrams, and network topologies.

Use csv-diff when an agent needs to explain what changed between two structured exports, not just that the files differ. The agent lines records up by a stable key, reports added, removed, and changed rows, and can hand the result to humans or downstream automations as readable text or machine-friendly JSON.

Security Audit Skill is built around OWASP security tooling ecosystem. The underlying ecosystem is represented by zaproxy/zaproxy (14,896+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like ZAP scanning, passive/active checks, auth contexts, alerts, HTTP spidering and preserving […]

Identify which processes, connections, and remote hosts are actually using bandwidth before you chase the wrong incident hypothesis.

Parses dbt project manifests and catalog artifacts to build complete data lineage graphs. Uses the dbt Cloud API v2 for run metadata and the dbt Core manifest.json for model dependency analysis.

Play back a scripted terminal demo with controlled typing and pauses so talks, onboarding sessions, and trainings stay smooth.

Cron Job Manager is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like AWS SDK, IAM, STS, S3, Lambda, CloudWatch, DynamoDB, EC2 and […]

Automates headless PDF generation from web pages using the Playwright chromium.launch() API with custom page.pdf() options. Supports A4/Letter sizing, header/footer templates, and configurable margins via Playwright’s PDFOptions interface.

Batch-generates brand assets using the OpenAI Images API with DALL-E 3. Manages prompt engineering for consistent brand identity across icons, banners, and social media templates.

Photon is a blazing-fast Python web crawler purpose-built for OSINT operations. It extracts URLs, emails, social media accounts, files, secret keys, JavaScript endpoints, and subdomains from target websites with multithreaded efficiency.

Formbricks is an open-source survey and experience-management platform with link, website, email, and in-app surveys. This skill helps agents work with the real Formbricks product model for feedback collection, survey delivery, self-hosting, and analysis workflows.

Apply reusable refactoring recipes to large codebases so framework upgrades and codemods happen as auditable, reviewable changes.

Check repositories and CI surfaces for Shai-Hulud 2.0 compromise indicators when the task is targeted supply-chain triage, not generic malware scanning.

Attach signed SLSA provenance to GitHub Actions builds so release artifacts ship with verifiable supply-chain metadata.

Start with cheap static fetches, escalate to a browser only when needed, validate findings, and turn the result into a production-ready scraping approach.

Ghost is an open-source publishing platform built for modern blogs, newsletters, memberships, and headless CMS use cases. It combines editorial workflows, subscription management, and API-first content delivery in one self-hostable stack.

Uses the Stripe API to pull charge, refund, dispute, and payout records within a configurable date window and reconciles them against expected revenue figures. Flags mismatches, duplicate charges, and unmatched refunds, outputting a CSV report with Stripe object IDs.

theHarvester is an open-source OSINT tool for gathering emails, subdomains, hosts, employee names, open ports, and banners from public sources. Used during reconnaissance in penetration testing and red team assessments, it queries search engines, PGP key servers, the Shodan API, and other data sources to map an organization’s external threat surface.

Instruments Anthropic API calls to log token usage, latency, and cost per request using the Anthropic TypeScript SDK. Wraps the anthropic.messages.create method to capture usage.input_tokens, usage.output_tokens, and timing from the API response. Writes structured logs to CloudWatch Logs via the AWS SDK v3 CloudWatchLogsClient.

Executes ComfyUI image generation workflows via the /prompt REST API endpoint with WebSocket progress tracking. Manages node graph JSON payloads, KSampler scheduler configurations (euler_ancestral, dpmpp_2m_sde), and output image retrieval from the /view endpoint.

Manages Yeoman generators for enterprise application scaffolding with custom sub-generators. Handles Angular module generation via generator-angular, Express API scaffolding, and composite generators with shared prompting and conflict resolution.

Inspects and diagnoses Terraform state files using terraform CLI commands and the Terraform Cloud API v2. Detects drift, orphaned resources, and dependency cycles in state data.

Query OSS Rebuild attestations and rebuild metadata so an agent can verify whether a published package artifact matches a reproducible upstream rebuild.

Downloads YouTube audio via yt-dlp, transcribes with Whisper, and uses NLP topic segmentation via TextTiling algorithm to auto-generate chapter markers with timestamps and titles.

Query, analyze, and tune PostgreSQL databases through your AI agent with safe access controls. Beyond basic SQL execution, it provides index tuning recommendations, query plan analysis, database health monitoring, and schema intelligence.

Plandex is an open-source terminal-based AI coding agent designed for large projects and complex tasks. It handles up to 2M tokens of context, uses a diff sandbox for safe changes, and supports multi-model workflows across Anthropic, OpenAI, and Google providers.

Classifies and prioritizes Nginx error log entries using pattern matching against known error signatures and the GoAccess real-time log analyzer. Maps upstream timeout patterns to specific backend service degradation.

nb is a command-line and local web note-taking, bookmarking, archiving, and knowledge base application. It stores everything as plain text with Git-backed versioning and syncing, supports wiki-style linking, encryption, tagging, search, and Pandoc-powered import/export — all in a single portable Bash script.

Automates academic research using the SerpAPI Google Scholar endpoint. Extracts citation graphs, h-index data, and co-author networks for literature reviews. Supports BibTeX export and cross-references with Semantic Scholar API.

This entry turns GitHub Next’s Agentic Wiki Writer into a documentation-maintenance workflow. The agent watches for recent merges, reads the PAGES.md template, updates only the relevant wiki pages, and opens follow-up changes when the source structure itself needs adjustment.

Kestra is an open-source, event-driven orchestration platform that makes both scheduled and event-driven workflows easy. Define workflows declaratively in YAML with a rich plugin ecosystem covering databases, cloud storage, APIs, and scripting in any language.

OpenReplay is an open-source session replay suite you can self-host. It captures user sessions with network activity, console logs, JS errors, store state, and performance metrics to help reproduce issues and iterate on products faster.

Analyzes Buildkite pipeline YAML and optimizes parallelism using the Buildkite REST API v2 and GraphQL API. Reduces build times by identifying bottleneck steps and suggesting agent queue rebalancing.

Runs OpenAI Whisper models locally via whisper.cpp with GGML quantized weights for CPU-efficient transcription. Supports beam search decoding, VAD-based segmentation, and SRT/VTT subtitle output formats.

Debugs and profiles Apple Audio Unit v3 (AUv3) plugins using auval validation tool, the AUAudioUnit Swift API, and Instruments AudioUnit trace template for latency measurement and buffer underrun detection.

GitHub Copilot is an AI pair programmer providing real-time code suggestions, multi-line completions, and chat-based assistance in VS Code, JetBrains, Neovim, and the CLI across dozens of languages.

Automates Kubernetes troubleshooting using kubectl and the Kubernetes Python client to diagnose CrashLoopBackOff, OOMKilled, and ImagePullBackOff states. Collects pod logs, events, node conditions, and resource quotas systematically.

solidtime is a modern open-source time tracking application built for freelancers and agencies, featuring project and client management, billable rates, task assignment, multi-organization support, and data import from Toggl and Clockify. Self-hostable with Docker.

Use Greensock’s official gsap-scrolltrigger skill to plan, implement, and debug scroll-linked animations, pinned sections, and scrubbed storytelling without guessing at plugin setup. The agent should reach for this when a user needs a bounded scroll-animation workflow, not when they just need the GSAP product page.

Orchestrates complex video and audio processing pipelines using FFmpeg and FFprobe with scene detection via PySceneDetect. Handles format conversion, thumbnail generation, HLS packaging, and loudness normalization per EBU R128.

Obsidian Vault Manager is built around HashiCorp Vault secrets platform. The underlying ecosystem is represented by hashicorp/vault (35,266+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like KV v2, policies, leases, tokens, transit, dynamic secrets and preserving the […]

Crawls websites for technical SEO issues using Screaming Frog CLI, Lighthouse CI API, and PageSpeed Insights v5. Reports on Core Web Vitals, canonical chains, hreflang conflicts, and XML sitemap validation.

Analyzes and optimizes content readability using textstat Python library and Hemingway API patterns. Computes Flesch-Kincaid, Gunning Fog, and SMOG indices with automated rewriting suggestions.

Generates automated incident response runbooks triggered by PagerDuty webhooks via the PagerDuty Events API v2. Integrates with Datadog API and AWS CloudWatch for diagnostic data collection during incidents.

Use Langfuse to capture prompts, traces, generations, evaluations, and cost telemetry for LLM applications and agent workflows. This skill turns Langfuse from a generic observability brand into a concrete implementation pattern for tracing and analyzing model behavior.

Automates ingestion, indexing, search, and curation workflows for self-hosted photo libraries using PhotoPrism. Useful for private media archives that need AI-assisted tagging and operational workflows without handing assets to a third-party cloud.

Terraform Cloud MCP Server is built around Terraform infrastructure as code. The underlying ecosystem is represented by hashicorp/terraform (47,996+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like plans, applies, state, workspaces, providers, Sentinel, cloud runs and preserving […]

Open a live PostgreSQL activity view during incidents so you can see sessions, waits, locks, and pressure before making a bad call.

Packer Image Builder is built around Docker container platform. The underlying ecosystem is represented by moby/moby (71,560+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Docker Engine API, Dockerfiles, docker compose, image builds, registries and preserving the […]

Unstructured is an open source document processing library that converts PDFs, HTML, Office files, emails, and other formats into structured data for downstream AI workflows. It is a practical intake layer for extraction, chunking, and preprocessing before embeddings, search, or agent use.

Analyzes test coverage using the Codecov API v2 and codecov-cli uploader. Fetches per-file coverage from /api/v2/repos/{owner}/{repo}/report, computes diff coverage via /api/v2/repos/{owner}/{repo}/pulls/{pull}, and enforces configurable thresholds in CI pipelines.

An ASE skill built around the official Mailgun JavaScript SDK for sending email and managing Mailgun API workflows from Node.js. It fits agent tasks that need transactional messaging, domain-aware email operations, event handling, and direct integration with the Mailgun platform.

A fast terminal user interface for Git inspired by Emacs Magit, written in Rust. gitu provides keyboard-driven staging, committing, rebasing, stashing, and branch management with a discoverable which-key style help menu.

Executes Yeoman generators via the yo CLI and yeoman-environment API to scaffold applications, components, and microservices. Manages generator discovery through the npm registry and supports sub-generator composition.

Marker converts PDF, DOCX, PPTX, and image files to clean Markdown, JSON, and HTML with high accuracy. It handles tables, equations, code blocks, and multi-column layouts, with optional LLM-boosted extraction for maximum fidelity.

Builds incident runbooks around the PagerDuty Events API v2, Incidents API, and Response Plays so agents can classify alerts, enrich context, and drive consistent handoffs. Useful when noisy monitoring signals need a repeatable escalation flow instead of ad hoc human triage.

Lets an agent supervisor spawn and steer isolated terminal-based worker agents with explicit handoff, assign, and message patterns.

API Client Generator Skill is built around Swagger/OpenAPI tooling. The underlying ecosystem is represented by swagger-api/swagger-ui (28,702+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like spec validation, schemas, client generation, Swagger UI, examples, refs and preserving the […]

Orchestrates distributed browser testing across Selenium Grid 4 nodes using the Grid API. Manages session queuing, node health, and parallel test execution via the WebDriver protocol.

Executes Semgrep static analysis using the semgrep CLI with custom YAML rule definitions. Supports taint tracking, metavariable comparisons, and pattern-not-inside exclusions for precise vulnerability detection.

Pages CMS is an open-source content management system built on top of GitHub. It provides a visual editing interface for managing content in Git repositories, purpose-built for static sites and content-driven apps using Jekyll, Hugo, Next.js, Astro, and similar frameworks.

Tracecat is an open-source, AI-native security automation platform built as a self-hosted alternative to Tines and Splunk SOAR. It combines agents, workflows, case management, and lookup tables in one platform with sandboxed execution powered by Temporal and nsjail.

Creates custom ESLint rules and shareable configs using the ESLint RuleTester API and @typescript-eslint/utils. Generates AST visitor patterns with full TypeScript type-checking support via parserServices.

Metabase is an open source business intelligence platform for querying data, building dashboards, and embedding analytics. It gives agents a real analytics surface for answering operational questions, creating dashboards, and wiring self-service reporting to databases or warehouse backends.

Keep searchable long-term memory for coding agents in a local SQLite store and expose it through MCP when sessions keep forgetting prior decisions, conventions, and useful findings.

Insert a trace-aware guardrail layer between agents and their tools so unsafe message patterns or tool-call sequences are blocked by explicit rules.

Profiles Buildkite pipeline performance using the Buildkite REST API and GraphQL API. Analyzes step durations, agent queue wait times, and artifact upload bottlenecks. Generates optimization reports with buildkite-agent meta-data analysis.

libvips is a demand-driven, horizontally threaded image processing library with over 300 operations. It processes images faster and with less memory than alternatives like ImageMagick, supports 20+ formats, and powers Sharp, Mastodon, imgproxy, and Ruby on Rails.

Generates event-driven architecture documentation from AsyncAPI 3.0 specifications. Uses the AsyncAPI parser-js library to extract channels, message schemas, and server bindings for Kafka and RabbitMQ.

Searches and evaluates Terraform modules from the HashiCorp Registry API and private registries. Uses hcl2json parser to analyze module input variables, outputs, and provider requirements.

An agent skill built on Chatterbox by Resemble AI, a state-of-the-art open-source text-to-speech model with zero-shot voice cloning and multilingual synthesis. Generates natural-sounding speech from text with support for 23 languages, voice cloning from reference audio, and emotion/style control.

Monitors ArgoCD application sync status via the ArgoCD REST API and gRPC gateway. Detects drift between desired and live Kubernetes manifests and triggers Slack notifications through the Slack Bolt SDK.

Specialized support for defining, exposing, and debugging WordPress abilities through the Abilities API.

Penrose is an open-source platform that creates beautiful mathematical and scientific diagrams from plain text notation. Define domain concepts, write substance programs, and apply style rules to generate publication-quality SVG visualizations automatically.

Manages GPG key lifecycle and file encryption operations using GnuPG CLI and GPGME library. Handles keyserver synchronization, trust model management, and automated encrypted backup workflows.

Checks container trust with `cosign verify`, Rekor transparency log lookups, and OCI image reference inspection. Useful for agents that need to confirm whether an image was actually signed and recorded before it reaches a deployment pipeline.

Aggregate and follow logs from matching Kubernetes pods during incident triage without hopping pod by pod.

Audits CircleCI workflow spend using the CircleCI Insights API and machine-type pricing tables. Identifies jobs running on oversized resource classes and recommends downgrades using historical CPU/memory utilization from the pipeline telemetry endpoint. Produces a cost breakdown by project, branch, and executor type.

Fetches Gmail threads via the Gmail API (users.threads.get), extracts full message content, and produces a structured summary with action items, decisions, and follow-ups. Uses MIME part decoding for multi-part HTML/plain text emails and handles forwarded thread chains.

Connects to SerpAPI endpoints for Google, Bing, YouTube, and Google Scholar search result extraction. Uses the Locations API for geo-targeted queries and Searches Archive API for historical SERP tracking.

Exports design assets from Figma files using the GET /v1/files/:key and /v1/images/:key endpoints. Supports SVG, PNG, and PDF export with scale and format parameters.

Detects performance anomalies in Datadog APM traces using the Datadog API v2 metrics endpoint. Applies DBSCAN clustering on latency distributions to identify outlier service behaviors.

git-cliff generates changelog files from Git history using conventional commits and regex-powered custom parsers. Written in Rust, it provides highly customizable templates via a TOML configuration file, with integrations for GitHub Actions, Docker, and CI/CD pipelines.

Appwrite is an open-source, self-hosted backend platform that provides authentication, databases, storage, functions, messaging, and realtime APIs out of the box. It serves as a privacy-first alternative to Firebase and Supabase, packaged as Docker microservices for full data ownership.

Langfuse Prompt Management MCP Server connects MCP clients to Langfuse prompt libraries so agents can list, retrieve, and compile managed prompts at runtime. It is useful for teams that keep prompts in Langfuse and want assistants to consume production prompt definitions instead of copying templates by hand.

The official dbt MCP Server by dbt Labs provides Model Context Protocol tools for AI agents to interact with dbt projects, query the Semantic Layer, execute SQL, generate SQL from natural language, and explore data model lineage across dbt Core, Fusion, and Platform environments.

Dozzle is a lightweight, web-based real-time log viewer for Docker containers. It supports Docker standalone, Swarm mode, and Kubernetes, provides fuzzy search, regex and SQL log queries, multi-host agent mode, and split-screen log viewing — all in a 7 MB container.

Writes and deploys custom Semgrep rules using pattern, pattern-either, and metavariable-regex operators for multi-language SAST scanning. Manages rule bundles in semgrep.yml with autofix transformations.

CrewAI is a lean, lightning-fast Python framework for orchestrating role-playing autonomous AI agents. It enables developers to define agents with specific roles, goals, and backstories, then assemble them into crews that collaborate on complex tasks through sequential or parallel workflows.

Monitors ArgoCD application sync status via the ArgoCD REST API and argocd CLI. Detects OutOfSync conditions, tracks sync wave progress, and alerts on failed sync operations with detailed resource diff analysis using argocd app diff.

Stripe Reporting Agent is built around Stripe payments platform. The underlying ecosystem is represented by stripe/stripe-node (4,377+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like charges, payment intents, subscriptions, billing, payouts, webhooks, reports and preserving the operational […]

Deep-audits npm package dependency trees using the npm Registry API and Socket.dev security intelligence. Identifies supply chain risks, typosquatting, and license incompatibilities across transitive dependencies.

Browser Use is an open source browser automation framework for AI agents that turns websites into controllable interfaces for multi-step tasks. It combines a Python SDK, browser orchestration, and model integrations so agents can navigate, extract data, and complete workflows in real browsers.

Queries the npm registry API and npms.io search API for package discovery, dependency analysis, and quality scoring. Resolves semver ranges, detects deprecated packages, and checks bundle sizes via Bundlephobia API.

Route, label, and clean routine email traffic with scripted IMAP rules instead of doing the same inbox chores by hand.

Extracts and validates Audio Definition Model (ADM) metadata from Broadcast Wave Format (BWF) files using the libadm C++ library and EBU Tech 3364 spec for Dolby Atmos immersive audio object positions.

Use Cloudsplaining when an agent needs to flag privilege-escalation paths and overbroad IAM permissions before an AWS policy change reaches production.

Encrypt Kubernetes Secret manifests against a Sealed Secrets controller so agents can commit cluster-targeted secrets to Git without exposing plaintext.

Lets an agent run Rust test suites with better scheduling, retries, failure isolation, and machine-readable output than cargo test when CI speed and stability matter.

Use pdf-mcp to inspect a PDF, search it, and load only the pages that matter so an agent can answer questions from long documents without brute-forcing the whole file into context.

Run a fast secure-code triage pass over C and C++ sources before manual review or remediation planning begins.

Creates and manages GitLab CI/CD pipelines via the GitLab REST API v4. Generates .gitlab-ci.yml with multi-stage definitions, DAG dependencies, and environment-scoped deployments.

Uses mitmproxy2swagger to turn captured mitmproxy flows or HAR exports into a first-pass OpenAPI document that an agent can refine, validate, and hand off to downstream tooling. Invoke it when the API already exists but the contract does not, and you need a concrete spec before generating clients, mocks, tests, or reviewable docs.

xan is a high-performance command-line tool for processing CSV files, written in Rust with a novel SIMD CSV parser. It offers filtering, slicing, aggregation, sorting, joining, and visualization of CSV data, with its own expression language for complex transformations and support for adjacent data formats.

Use TinyTroupe when an agent should run simulated persona panels, synthetic interviews, or offline audience reactions before spending on campaigns, launches, or user research.

Instructor is a multi-language library for extracting structured, validated data from LLM outputs. It patches LLM client libraries to return Pydantic models (Python) or Zod schemas (TypeScript) instead of raw text, supporting 15+ providers including OpenAI, Anthropic, and Google.

Use VCR.py when an agent needs to turn flaky, slow, or rate-limited Python tests into stable runs by recording real HTTP interactions once and replaying them from cassette files. The agent decides which requests belong in fixtures, refreshes stale cassettes when upstream APIs change, and keeps external traffic out of the repeat test loop.

Rank Math SEO is the WordPress SEO plugin from Rank Math SEO, with more than 3 million active installs and current releases published through WordPress.org. This skill helps agents work with Rank Math’s metadata, schema, redirects, content analysis, and search-optimization settings using the plugin’s real configuration model.

Teable is an open source no-code database platform built on PostgreSQL that uses a spreadsheet-like interface for creating powerful database applications. It supports real-time collaboration, scales to millions of rows, and provides a REST API for programmatic access.

Runs pulumi refresh on schedule to detect drift between live cloud resources and Pulumi state. Classifies drift by severity and opens a Jira ticket for destructive changes. Non-destructive drift is auto-reconciled via pulumi up –target for specific resources.

mcp-atlassian is a Model Context Protocol server that connects AI assistants to Atlassian Jira and Confluence. It enables searching and managing Jira issues, reading and editing Confluence pages, and performing project management tasks through natural language via any MCP-compatible client.

Uses Microsoft Playwright to automate Chromium, Firefox, and WebKit with one API for testing, scraping, screenshots, tracing, and login flows. It fits teams that need reliable browser sessions, modern locator-based automation, and strong debugging artifacts instead of brittle timeout-heavy scripts.

Creates and manages CloudWatch Anomaly Detection bands using AWS SDK PutAnomalyDetector and GetMetricData APIs. Generates alerts when metrics breach learned baselines with configurable sensitivity.

grex is a command-line tool and library that automatically generates regular expressions from user-provided test cases. Written in Rust with Python bindings, it produces the most specific regex that matches the given input, supporting Unicode 16.0, character class detection, quantifier notation, and case-insensitive matching.

Quickwit is a cloud-native search engine built in Rust for log management and distributed tracing. It offers sub-second search on cloud storage (S3, Azure Blob, GCS), an Elasticsearch-compatible API, native OpenTelemetry and Jaeger integration, and decoupled compute and storage architecture.

Pop is a terminal-based email sending tool by Charmbracelet with both a TUI composer and CLI mode. It supports Resend API and SMTP backends, file attachments, Markdown body rendering, and integrates with other Charm tools.

Use Changesets to manage package versioning and changelogs in monorepos and single-package repositories. Automates semver bumps, changelog generation, and npm publishing with a PR-based workflow.

dotenvx is a secure, cross-platform environment variable manager from the creator of dotenv. It provides encrypted .env files, multi-environment support, and works with any programming language or framework through its CLI runner.

Uses the WordPress wp-rest-api skill to help an agent design, register, validate, and troubleshoot custom REST routes without skipping schema, auth, or permission_callback details. This is for agent-led endpoint work in plugins, themes, or core-adjacent codebases, not for browsing the WordPress REST API as a product catalog.

Bearer CLI is an open-source static application security testing (SAST) tool that scans source code to identify, filter, and prioritize security vulnerabilities and privacy risks. Covers OWASP Top 10 and CWE Top 25 with data flow analysis across multiple languages.

Composes and publishes CircleCI Orbs using the circleci CLI with orb pack, orb validate, and semantic versioning. Manages reusable executors, commands, and jobs with parameterized pipeline configurations.

Use ast-grep (sg) to search, lint, and rewrite code across large codebases using AST pattern matching. A blazing-fast alternative to regex-based code transformations that understands syntax structure.

Notion MCP Server is built around Notion workspace and database platform. The underlying ecosystem is represented by makenotion/notion-sdk-js (5,562+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like pages, databases.query, blocks.children, properties, relations, pagination and preserving the operational […]

Generates Software Bill of Materials in CycloneDX format using cdxgen and Syft. Scans npm, pip, and Go modules for known CVEs via OSV.dev API integration.

Harper is an offline, privacy-first grammar checker written in Rust by Automattic. It runs locally with sub-10ms response times, supports LSP for editor integration, compiles to WebAssembly for browser use, and provides grammar, spelling, and style checking without sending text to external servers.

Podman is a daemonless container engine for developing, managing, and running OCI containers on Linux, Mac, and Windows. It provides a Docker-compatible CLI interface with rootless container support and pod management, making it a secure drop-in replacement for Docker in development and CI/CD workflows.

Highlight.io is an open-source full-stack monitoring platform combining session replay, error monitoring, logging, and distributed tracing in a single cohesive tool. Self-hostable via Docker, it provides complete application observability for frontend and backend.

WeasyPrint is a Python library by Kozea/CourtBouillon that converts HTML and CSS into PDF documents. It implements a CSS layout engine designed specifically for pagination, supporting web standards for printing including page breaks, headers, page counters, and responsive layouts without relying on a browser engine like WebKit or Gecko.

Redoc is an open-source tool by Redocly for generating beautiful, three-panel API reference documentation from OpenAPI specifications. With 25,000+ GitHub stars and nearly 1 million weekly npm downloads, it is the most widely used API documentation renderer.

Searches the USPTO PatentsView API and European Patent Office OPS (Open Patent Services) API for patent grants, applications, and family relationships. Generates technology landscape maps with IPC classification clustering.

Nodemailer is the most widely used Node.js library for sending emails, with 17k+ GitHub stars and 7 million weekly npm downloads. It supports SMTP, OAuth2, HTML content, attachments, embedded images, and custom transports for services like SES and SendGrid.

Run accessibility scans against target URLs, open trackable issues, and optionally hand remediation suggestions to Copilot instead of treating accessibility review as a manual audit chore.

Perform high-volume data synchronization with Salesforce using the Bulk API 2.0 for CSV-based upsert, delete, and query operations. Handles OAuth 2.0 JWT bearer flow authentication via jsforce.

OpsGenie MCP Server is built around Opsgenie incident and on-call platform. The underlying ecosystem is represented by opsgenie/opsgenie-nodejs-sdk (24+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like alerts, schedules, teams, escalation policies, notes, integrations and preserving the […]

Detects keyword cannibalization issues using Google Search Console API performance data and Semrush keyword tracking. Maps URL-to-keyword overlaps and suggests content consolidation strategies.

Effect is a comprehensive TypeScript standard library that provides structured concurrency, typed errors, dependency injection, schema validation, and observability — replacing dozens of individual packages with one cohesive, type-safe framework for building production-grade applications.

A syntax-highlighting pager for git diff, grep, and blame output built in Rust. Provides word-level diff highlighting, side-by-side views, line numbering, and theme support using the same syntax themes as bat.

Leverages the Semgrep OSS engine and semgrep-rules registry to perform deep static analysis across 30+ languages. Combines taint tracking with pattern matching for OWASP Top 10 vulnerability detection.

Like cURL but for gRPC servers. A command-line tool for interacting with gRPC services using server reflection or proto files, supporting unary calls, streaming, TLS, and metadata headers.

Turn raw documents into structured fine-tuning, RAG, and evaluation datasets when the real job is dataset preparation, not generic document parsing.

Use jCodeMunch MCP when an agent needs precise symbol lookups, outlines, call-graph context, and targeted source retrieval instead of brute-reading whole files across a large repository.

Orchestrates OWASP ZAP security scans via the ZAP API with automated spider, active scanner, and authentication sequence configuration. Generates compliance reports mapped to OWASP Top 10 and exports findings in SARIF and JUnit XML formats.

Generates Pulumi infrastructure-as-code stacks in TypeScript and Python using @pulumi/aws, @pulumi/azure-native, and @pulumi/gcp SDKs. Includes Pulumi Automation API integration for programmatic stack lifecycle management.

Connects to Jenkins via the Jenkins REST API and Blue Ocean API to debug Declarative and Scripted pipelines. Retrieves stage logs, replays failed builds, and traces Groovy CPS execution state.

Run K8sGPT as an MCP server so an agent can scan a Kubernetes cluster, explain unhealthy resources, and return prioritized remediation clues in natural language.

Runs automated DAST scans against REST and GraphQL APIs using OWASP ZAP daemon API. Detects injection flaws, broken auth, and CORS misconfigurations with detailed remediation steps.

proselint is a Python CLI tool that lints English prose for style and usage issues. It aggregates writing advice from renowned authors and editors including Bryan Garner, David Foster Wallace, and Strunk & White into automated checks that scan text files and flag problems.

Compares OpenAPI 3.x specification files using the oasdiff library to detect breaking changes, deprecated endpoints, and schema modifications. Outputs structured changelogs in Markdown or JSON.

Scaffolds custom Gutenberg blocks using the @wordpress/create-block CLI and block.json schema, then registers them via register_block_type PHP API. Generates edit/save components with InspectorControls and useBlockProps. Outputs production-ready block plugin structure.

Authenticates to Microsoft Graph API using MSAL with Mail.ReadWrite and Calendars.ReadWrite permissions. Reads, classifies, and responds to emails via GET /me/messages and POST /me/sendMail. Moves processed messages into folders and tracks reply SLAs in a local SQLite store.

The Atlassian Rovo MCP Server bridges your Atlassian Cloud workspace with any MCP-compatible client. Search and summarize Jira issues, create tickets from natural language, update Confluence pages, and query Compass services.

Scans container images, IaC templates, and SBOM artifacts using Aqua Trivy CLI. Generates CycloneDX and SPDX reports with CVE severity filtering for CI/CD gates.

Converts JSON samples, TypeScript interfaces, and OpenAPI specs into Zod validation schemas. Uses ts-morph for AST parsing and zod-to-json-schema for bidirectional conversion.

Generate and manage GitHub Actions workflow YAML files using the GitHub Actions REST API and workflow_dispatch events. Supports matrix builds, reusable workflows, and composite actions.

Research, outline, draft, review, and optimize long-form blog posts through a repeatable Claude Code workspace instead of ad hoc chat writing.

Query Monitor is the developer tools panel for WordPress and WooCommerce. It enables debugging of database queries, PHP errors, hooks and actions, block editor blocks, enqueued scripts and stylesheets, HTTP API calls, and more with filtering by plugin or theme.

Scaffolds VS Code extensions using the vscode-extension API with TypeScript, including commands, webview panels, language servers via LSP, and custom tree view providers.

Auto-generates Cypress component tests from React and Vue source files using AST parsing. Produces mount, interaction, and accessibility test cases.

Move big photo libraries, takeouts, and nested albums into Immich with metadata intact instead of babysitting one-off uploads.

rehype is a plugin-based HTML processing toolkit built on the unified ecosystem. It parses HTML into an abstract syntax tree, transforms it with composable plugins, and serializes it back — enabling programmatic HTML minification, sanitization, link rewriting, heading extraction, and content manipulation at scale.

Verdaccio is a lightweight, zero-config private npm proxy registry that caches packages from npmjs.org and hosts private packages. It supports npm, yarn, and pnpm with authentication, access control, and plugin extensibility for managing internal JavaScript packages.

Auto-scales Buildkite agent fleets based on queue depth and job wait times using the Buildkite GraphQL API. Manages AWS EC2 spot instances and Kubernetes HPA configurations for elastic CI capacity.

Use olmOCR when an agent needs to turn scanned or layout-heavy documents into clean markdown or text before chunking, search, extraction, or citation workflows.

Turn YAML runbooks into auditable agent actions with validation, dry-runs, destructive-step approval, and optional MCP exposure.

Generates and validates dbt (data build tool) models, tests, and documentation for Snowflake, BigQuery, and Redshift. Parses dbt manifest.json to analyze DAG lineage and detect circular dependencies.

Generates structured incident postmortems by aggregating data from PagerDuty incidents API, Slack channel history, and Grafana dashboard snapshots. Produces blameless postmortem documents following the Google SRE template format.

Rewrite mutable GitHub Actions refs to commit SHAs so workflow changes do not ship with drifting dependencies.

OpenAI MCP Server is built around OpenAI API platform. The underlying ecosystem is represented by openai/openai-node (10,761+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like chat completions, embeddings, image generation, assistants, responses, tool calling and preserving the […]

Runs Trivy against a Docker image and produces a prioritized CVE list grouped by severity with fix availability. Filters out CVEs with no available fix. Outputs a structured report suitable for Jira or GitHub Issues.

Distributes browser test suites across Selenium Grid 4 nodes using RemoteWebDriver and the W3C WebDriver protocol. Supports parallel execution on BrowserStack and Sauce Labs with automatic capability negotiation.

Automates REST API security testing using the OWASP ZAP Python SDK. Runs active scans, SQL injection probes, and XSS tests against OpenAPI specs with structured vulnerability reports.

The official Sentry MCP server gives AI agents access to Sentry error tracking, issue management, and performance telemetry through the Model Context Protocol, enabling automated incident triage, error analysis, and release monitoring workflows.

API-based speech-to-text transcription through OpenAI. No local model downloads, no GPU, no Python ML stack — just an API key and a shell script.

Scaffolds integration test environments using Docker Compose v2 CLI, testcontainers-python library, and the docker-py SDK. Manages service dependencies, health checks, and test data seeding.

Investigates CloudWatch metric anomalies using the AWS SDK CloudWatch.getMetricData and Logs.filterLogEvents APIs. Correlates metric spikes with log patterns and deployment events from CodeDeploy.

Scans IaC files with Bridgecrew Checkov for policy violations across Terraform, CloudFormation, Kubernetes, and Dockerfile configurations. Supports custom Python-based policy authoring and Prisma Cloud integration.

A fast SQL linter and formatter written in Rust by Quary Labs. sqruff provides advanced configurable linting and automated formatting with significantly faster execution than Python-based alternatives, plus a browser playground for quick experimentation.

Jaeger Trace Explorer is built around Jaeger distributed tracing platform. The underlying ecosystem is represented by jaegertracing/jaeger (22,608+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like trace search, spans, service graph, latency timelines, baggage, sampling and preserving […]

Dagger is an open-source automation engine for building, testing, and shipping any codebase. It replaces shell scripts and proprietary YAML with real code using SDKs in Go, Python, TypeScript, and 5 other languages, with built-in caching and OpenTelemetry tracing.

Parses Terraform plan JSON output from terraform show -json and the hashicorp/terraform-exec Go SDK. Identifies destructive changes, cost implications via Infracost API, and generates approval summaries.

Slidev is a web-based presentation tool built for developers that turns Markdown files into interactive slide decks with code highlighting, live coding via Monaco Editor, LaTeX math, Mermaid diagrams, and export to PDF or PPTX.

Saleor is a leading open source headless e-commerce platform built with Python and Django. It provides a GraphQL API for building custom storefronts, managing products, processing orders, and orchestrating commerce across web, mobile, and agentic channels.

Perform ultra-fast lossless trimming, cutting, and merging of video and audio files with LosslessCut. Built on FFmpeg, it handles direct data copy operations without re-encoding, preserving original quality while saving hours of processing time.

Biome is a high-performance Rust-based toolchain for JavaScript, TypeScript, JSX, JSON, CSS, and GraphQL that unifies formatting and linting in a single tool. With 97% Prettier compatibility and over 450 lint rules, Biome replaces ESLint and Prettier with dramatically faster execution.

PaddleOCR is a powerful, lightweight OCR toolkit developed by Baidu that converts documents and images into structured, AI-friendly data like JSON and Markdown. It supports 100+ languages with industry-leading accuracy, bridging the gap between images/PDFs and LLMs.

Scaffolds Kubernetes Helm charts with values.yaml templating, ingress configuration, and HPA definitions. Uses helm-unittest for test generation and Chart Testing (ct) lint integration.

Extracts and validates Parquet file schemas from Amazon S3 using the PyArrow library and AWS S3 SDK (boto3). Compares schemas across multiple partitions to detect schema drift and incompatible type changes. Outputs a schema diff report with partition paths and affected column details.

Headless Chrome scraping using Puppeteer with stealth plugin, request interception via page.setRequestInterception(), and automatic CAPTCHA detection. Supports CDP sessions for advanced protocol access.

This skill guides an agent through measuring, profiling, and narrowing slow WordPress behavior without relying on browser clicks. Use it when the job is to diagnose slow pages, REST endpoints, cron activity, autoload bloat, or query-heavy requests from the backend outward.

Tracks Code Climate maintainability scores over time using the Code Climate v1 API. Identifies technical debt hotspots, monitors churn-complexity coupling, and generates weekly maintainability digests via SendGrid.

Probe a model or agent stack with adversarial test suites so safety failures show up before deployment or review.

Check Prometheus alerting and recording rules in CI or ad hoc runs so invalid, misleading, or dangerous rules are caught before deploy.

Jira Advanced Query Agent is built around Jira issue tracking platform. It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like JQL, issues, workflows, comments, transitions, custom fields, sprint APIs and preserving the operational context that matters for real tasks. The […]

Uses the Metabase REST API to export question results as CSV and render dashboard PNGs on schedule. Compares key metrics against user-defined thresholds and fires alerts to PagerDuty or Slack when anomalies are detected. Supports multi-instance Metabase deployments.

Diagnoses restart storms with the Kubernetes Events API, Pod status conditions, and the Metrics API to explain why workloads are stuck in CrashLoopBackOff. Great for agents that need to summarize cluster evidence before an operator starts digging through kubectl output by hand.

Classifies and organizes emails from IMAP servers using imaplib and scikit-learn text classification. Supports custom label rules with SpaCy NER for entity extraction.

Execute named restic backup profiles with repeatable backup, retention, prune, check, and restore steps instead of hand-running one-off commands.

Move data into PostgreSQL with declarative load files, built-in type conversion, and repeatable migration runs before one-off import scripts become cutover risk.

Hoppscotch is a lightweight, open-source API development platform that serves as an alternative to Postman and Insomnia. It supports REST, GraphQL, WebSocket, SSE, MQTT, and Socket.IO protocols with a fast, browser-based interface available as PWA, desktop app, and CLI.

Queries GitHub GraphQL API for new and unanswered Discussions, ranks them by reaction count and recency, and drafts a weekly digest via SendGrid. Automatically labels stale discussions as needs-triage via the GitHub REST API. Digest content is also mirrored as a pinned post to a linked Discord channel.

Processes audio files from an S3 bucket using Whisper large-v3, splitting recordings into 30-second chunks with ffmpeg before transcription. Outputs timestamped SRT and VTT subtitle files plus plain-text transcripts, then uploads artifacts back to S3. Supports language auto-detection and translation to English.

Manages Datadog monitors and dashboards via the Datadog REST API v2. Creates metric, log, and APM monitors with composite conditions and configures notification routing through @-mention integrations.

Listens to Discord gateway events, passing flagged messages to the OpenAI Moderation API and a custom classifier to detect spam and coordinated inauthentic behavior. Issues timeouts via the Discord REST API and logs incidents to a Supabase Postgres table for moderator review. Rule sets are stored in Supabase and hot-reloaded without restart.

Scaffolds project templates using the Cookiecutter engine with Jinja2 templating and pre/post generation hooks. Supports conditional file inclusion, directory renaming, and cookiecutter.json variable validation with JSON Schema.

Trellis is a collection of Ansible playbooks for provisioning and deploying WordPress LEMP stack servers. It automates Nginx, PHP, MariaDB, Let’s Encrypt SSL, fail2ban, and zero-downtime deploys across development, staging, and production environments.

Move from spec to plan to tasks to review through one repo-native workflow when larger AI coding efforts need tighter coordination.

Lint and auto-format SQL code across 30+ dialects using SQLFluff. Enforces consistent style, catches syntax issues, and supports Jinja/dbt templating for ELT workflows.

Synchronizes plugin settings and theme mods across a WordPress Multisite network using the Network Admin REST endpoints and wp_get_sites() iteration. Propagates sitewide options, user role caps, and widget configurations from a primary site to subsites.

Integrates with the SonarQube REST API to run static code analysis scans, retrieve quality gate results, and flag code smells. Supports SonarCloud and on-premise SonarQube instances via token-based authentication.

Generate strongly-typed models and serializers from JSON, JSON Schema, TypeScript, and GraphQL queries in 20+ programming languages. quicktype turns sample data into production-ready type definitions for Swift, C#, Go, Python, Rust, Java, Kotlin, and more.

Validates SSL/TLS certificates using OpenSSL s_client, checks OCSP stapling status, and monitors expiry dates. Integrates with crt.sh Certificate Transparency logs and SSLLabs API for grading.

A source-backed ASE skill for Nightwatch.js, the Node.js automation framework for end-to-end, component, API, accessibility, and mobile testing through the W3C WebDriver stack. It fits agent workflows that need repeatable browser control, cross-browser assertions, and CI-friendly test execution.

Verifies encryption workflows with HashiCorp Vault Transit endpoints like `/encrypt`, `/decrypt`, and `/rewrap`, plus key metadata inspection. Useful for agents reviewing whether application secrets handling is actually using envelope encryption correctly instead of assuming the library setup is safe.

Run a structured pre-merge review across correctness, readability, architecture, security, and performance instead of relying on a shallow spot check.

Extracts text and metadata from 1400+ file formats via Apache Tika Server REST API. Handles PDF, DOCX, PPTX, email archives, and embedded document extraction with MIME type detection.

Temporal is an open-source durable execution platform that lets developers build scalable, fault-tolerant workflows. It automatically handles retries, timeouts, and intermittent failures, with SDKs for Go, Java, Python, TypeScript, .NET, and PHP.

Generates production-ready Scrapy spiders with middleware configuration and item pipeline setup. Uses the Scrapy Framework API, Selector (XPath/CSS), and Twisted reactor for concurrent crawling.

Constructs data transformation pipelines using Pandas and the pipe() method chain pattern. Integrates with SQLAlchemy for database I/O and PyArrow for high-performance Parquet operations.

Write better shell scripts in JavaScript using Google’s zx. Provides cross-platform wrappers around child_process with argument escaping, sensible defaults, and access to the full npm ecosystem for automation tasks.

Designs OpenTelemetry Collector pipeline configurations with receivers (otlp, prometheus, filelog), processors (batch, attributes, tail_sampling), and exporters (otlphttp, jaeger, elasticsearch).

ty is an extremely fast Python type checker and language server written in Rust by Astral, the creators of Ruff and uv. It delivers 10-100x faster type checking than mypy or Pyright with comprehensive diagnostics, incremental analysis, and first-class editor integrations.

Elementor is the visual drag-and-drop website builder plugin for WordPress maintained by Elementor, with more than 10 million active installs on WordPress.org. This skill is for agents that need to work with Elementor-powered pages, templates, sections, and widgets without treating the site like a generic WordPress install.

Linear Sprint Planner is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Agent-layer security monitoring, drift detection, and integrity verification for OpenClaw environments. Protects cognitive architecture files, audits skill supply chains, and monitors CVE advisories.

Analyzes dbt project DAGs using the dbt manifest.json artifact and the dbt Cloud API. Detects circular dependencies, orphaned models, and generates lineage visualizations.

Use GitHub Agentic Workflows to let an agent triage issues, inspect CI failures, or deliver scheduled repository upkeep inside GitHub Actions with explicit workflow definitions and reviewable runs. This is for bounded, repeatable repository operations, not for listing GitHub as a general coding platform.

Uses yamllint to inspect hand-written or generated YAML before it reaches CI or deploy. The agent returns line-level syntax, duplicate-key, indentation, and formatting findings so config changes can be fixed before they break pipelines or runtime environments.

Validates Prometheus recording and alerting rules using promtool check rules, analyzes Alertmanager routing trees for notification gaps, and tests alert expressions against live TSDB data via the Prometheus HTTP API.

Bootstraps project repositories from Cookiecutter templates with Jinja2 variable substitution and post-generation hooks. Supports remote template registries and custom extension plugins.

Official Model Context Protocol server that connects LLMs to Meilisearch for lightning-fast search, index management, and document operations via natural language. Enables AI agents to manage search infrastructure through conversation.

WebdriverIO is a next-generation browser and mobile automation test framework for Node.js. It supports WebDriver, WebDriver BiDi, and Appium protocols with built-in test runner, BDD/TDD frameworks, and cloud service integration for cross-browser and mobile testing.

Analyzes Sentry project event streams via the Sentry Issues API to detect sudden spikes in error frequency. Computes rolling baselines and triggers alerts through configurable notification channels.

Validates and optimizes CircleCI configuration files using the CircleCI v2 API and circleci config validate CLI. Analyzes orb usage, parallelism settings, and resource class allocation.

Manages multi-service Docker Compose environments using the Compose V2 Go API and Docker Engine SDK. Handles health checks, dependency ordering, and rolling updates.

Lightning CSS is a Rust-based CSS parser, transformer, bundler, and minifier from the Parcel team. This skill is for agents that need to optimize stylesheets, lower modern CSS syntax for target browsers, and integrate fast CSS processing into build or refactor workflows.

Paperless-ngx is an open source document management system that turns scanned or uploaded paperwork into a searchable archive. It combines OCR-driven ingestion, indexing, tagging, storage, and retrieval for teams that need structured access to documents.

Scaffolds Kubernetes-native CI/CD pipelines using Tekton Pipelines CRDs (Tasks, Pipelines, PipelineRuns) and the Tekton Hub API. Generates YAML manifests with proper workspace bindings, result passing, and when expressions.

Use mutation testing to expose weak Python tests before merge or release by checking which code changes survive the current test suite.

Run end-to-end agent simulations, review traces, and watch production regressions when reliability work spans pre-release testing and live monitoring.

Verifies container image signatures and SBOMs using Sigstore Cosign and Rekor transparency log. Enforces supply chain security policies by validating keyless signatures against Fulcio certificate authorities.

Bedrock is a WordPress boilerplate with Composer-based dependency management, environment-specific configuration via .env files, and an improved folder structure. It separates WordPress core from application code for cleaner version control and deployment.

Runs automated penetration tests using OWASP ZAP API with spider crawling, active scanning, and AJAX-aware testing. Generates SARIF and HTML reports with CWE-mapped findings for security review workflows.

Parses Nginx error logs and access logs to diagnose 502, 504, and 413 errors. Uses GoAccess for real-time log visualization and integrates with nginx -t for configuration validation.

Use html-to-text when an agent receives raw HTML from inboxes, support systems, or scraped pages and needs readable plain text before classification, summarization, or indexing. The skill is deliberately bounded to deterministic HTML-to-text conversion, not crawling or summarization.

Check ELF or PE binaries for hardening gaps like NX, PIE, RELRO, stack canaries, and Fortify before release or incident review.

Extracts structured tables from PDF documents using Tabula-java with lattice and stream detection modes. Outputs to CSV, JSON, or pandas DataFrames with automatic column type inference via python-tabula.

Conftest Policy Tester is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

The minimal, blazing-fast, and infinitely customizable prompt for any shell. Starship is written in Rust and works across bash, zsh, fish, PowerShell, Ion, Elvish, Tcsh, Nushell, and Xonsh.

Validates Terraform plans using terraform CLI, tfsec, and Checkov. Detects infrastructure misconfigurations, cost anomalies, and compliance violations before apply.

Automates daily standup collection and reporting in Slack using the Slack Web API chat.postMessage and conversations.history methods. Supports threaded responses and scheduled summaries via chat.scheduleMessage.

Use mise (mise-en-place) to manage development tool versions, environment variables, and task running from a single configuration file. Replaces asdf, nvm, pyenv, rbenv, and direnv in one tool.

Use MCP Toolbox to turn database access into a constrained MCP tool surface, with prebuilt or custom tools that agents can call without hand-rolled wrappers for every project.

Keploy is an open source platform for generating API tests from real traffic and improving regression coverage. This skill helps agents work with test generation, API replay, coverage expansion, and validation workflows around Keploy projects.

Constructs Prometheus alerting rules using PromQL expressions with proper label matchers, aggregation operators, and for-duration thresholds. Integrates with Alertmanager routing trees for notification dispatch.

Splits blog posts or scripts into optimal chunks under ElevenLabs character limits, synthesizes each chunk using the v2 Multilingual model, and stitches MP3 segments together with pydub. Supports custom voice cloning via stored Voice IDs with per-segment stability and similarity tuning. Final audio is uploaded to Cloudflare R2 and a signed URL is returned.

Steel Browser is an open-source browser API that provides a batteries-included browser sandbox for AI agents and applications. It handles session management, proxy rotation, anti-detection, and Chrome extension loading so developers can focus on their AI application logic.

retext is a natural language processor powered by plugins, part of the unified.js collective. It parses Latin-script text into an AST (nlcst), enabling programmatic text analysis and transformation through a rich plugin ecosystem for spell checking, readability analysis, typography fixes, and content quality enforcement.

Use humanizer to scan drafts for AI telltales, explain what sounds synthetic, and suggest grounded rewrites that preserve the original point. This is for cleanup and editing passes, not for generating copy from scratch.

Bootstrap and safely update AGENTS.md and RUNBOOK.md without clobbering hand-edited docs, so coding-agent repos keep a clean machine-readable contract.

Deploys interactive Swagger UI documentation sites from OpenAPI specs with custom branding, authentication presets, and CDN-hosted static builds. Integrates with Redoc for alternative rendering.

EmDash is an open-source, full-stack TypeScript CMS built on Astro and Cloudflare, designed as a spiritual successor to WordPress. It features sandboxed plugins, structured content via Portable Text, a built-in MCP server for AI agents, and runs on Cloudflare Workers, D1, and R2 or any Node.js server with SQLite.

NetBird creates encrypted WireGuard-based overlay networks with SSO, MFA, and granular access controls. It provides peer-to-peer connectivity with NAT traversal, centralized management via a web UI and REST API, and supports self-hosted deployment for secure private networking.

Connects to HashiCorp Vault HTTP API for automated secret rotation workflows. Manages dynamic database credentials via Vault database secrets engine, handles PKI certificate renewal, and implements lease lifecycle management with TTL monitoring.

Scaffolds Tekton CI/CD pipelines and tasks using the Tekton Hub API and kubectl. Generates PipelineRun manifests with workspace bindings, result propagation, and sidecar configurations.

pyannote.audio is an open-source Python toolkit for speaker diarization built on PyTorch. It provides state-of-the-art pretrained models and pipelines for speech activity detection, speaker segmentation, overlapped speech detection, and speaker embedding.

Scans CircleCI config.yml for outdated orb versions using the CircleCI Orbs Registry API. Reports CVEs linked to orb dependencies via Snyk vulnerability database lookups.

Distributes browser automation workloads across Selenium Grid 4 nodes using the Grid REST API and session queue management. Implements weighted round-robin with health-check monitoring via /status endpoint.

Generates end-to-end test suites using the Playwright Test Runner API with cross-browser coverage on Chromium, Firefox, and WebKit. Implements visual regression testing via the Playwright Screenshots API and network mocking.

Generates JSON-LD structured data for articles, products, FAQs, and local business schemas using Schema.org vocabulary. Validates output against Google Rich Results Test API and Yoast SEO wp_head hooks.

Bootstraps new projects from Cookiecutter templates with variable substitution and post-generation hooks. Supports remote template repositories via the cookiecutter CLI and Jinja2 rendering engine.

Runs OWASP ZAP active and passive scans against target URLs using the ZAP Docker API. Parses JSON reports to flag XSS, SQLi, and CSRF vulnerabilities with severity scoring.

Recon-ng is a full-featured modular reconnaissance framework written in Python, designed to conduct web-based open source intelligence (OSINT) gathering quickly and thoroughly. Its Metasploit-like interface and extensible module system make it the standard tool for structured OSINT workflows.

A verified skill for LangGraph.js, the graph-based orchestration framework from LangChain. It focuses on controllable agents, persistence, streaming, and deployment entry points.

Taskwarrior is a command-line task list management utility with rich features including priorities, tags, projects, due dates, recurrence, dependencies, annotations, and a sync protocol. It has an active ecosystem of tools, hooks, extensions, and TUI clients.

Automates Stripe Connect onboarding by provisioning connected accounts via the Stripe API. Handles account creation, KYC link generation with stripe.accountLinks.create(), and webhook verification for account.updated events.

Analyzes Nginx error logs using GoAccess and custom regex parsers to identify recurring 502/503 patterns. Correlates upstream timeout errors with backend service health via Prometheus PromQL queries.

Run a focused security pass on GitHub Actions workflows before merge so token misuse, dangerous permissions, and unpinned actions are caught early.

Generates image variations and edits using OpenAI’s DALL-E 3 API with mask-based inpainting, style consistency scoring via CLIP embeddings, and automatic prompt refinement loops.

Constructs and sends transactional emails using the SendGrid v3 Mail Send API. Builds dynamic templates with Handlebars substitutions, manages suppression groups, and tracks delivery via Event Webhook parsing.

Use Bats-core when an agent needs to turn fragile shell scripts or command-line workflows into something it can verify repeatedly after edits. The agent writes focused Bash tests for success paths, failure paths, and output contracts, then runs them locally or in CI before a refactor, release, or incident fix goes out.

Processes real-time event streams using KafkaJS consumer groups and transforms messages with configurable schemas. Handles partition rebalancing, offset commits, and dead-letter queue routing for failed transformations.

Triages AWS CloudWatch alarms using boto3 CloudWatch.describe_alarms, CloudWatch Logs Insights queries, and AWS X-Ray trace analysis via the xray-sdk. Correlates alarm triggers with deployment events.

Use Anthropic’s doc-coauthoring skill to run a disciplined writing workflow instead of freeform drafting. The agent gathers missing context, iterates section by section, and pressure-tests the final document with reader-style review before teammates see it.

Scans git diffs for exposed secrets using truffleHog entropy detection and custom regex patterns. Integrates with pre-commit hooks and GitHub push protection API for real-time blocking.

Tests Terraform modules using Terratest Go library and terraform test native framework. Validates plan output, applies infrastructure in ephemeral environments, and asserts resource attributes with automatic cleanup.

Search channels, inspect threads, move files, and send or edit Slack messages through an agent-oriented CLI with structured output.

Manages secret lifecycle through the HashiCorp Vault HTTP API v1. Rotates database credentials via Vault dynamic secrets engine and syncs to Kubernetes via External Secrets Operator CRDs.

Pedalboard is a Python library built by Spotify for working with audio: reading, writing, rendering, and adding studio-quality effects. It supports VST3 and Audio Unit plugins and runs on macOS, Windows, and Linux with high performance.

Calls Adobe Firefly’s text-to-image and generative fill APIs for batch asset creation. Manages Adobe IMS OAuth tokens and enforces Content Credentials (C2PA) metadata on all outputs.

Build a repeatable text-to-audio workflow around Azure OpenAI Realtime streaming, PCM collection, WAV conversion, and frontend playback for podcast-style output.

Traefik is a modern cloud-native reverse proxy and load balancer that automatically discovers services and configures routing. It integrates natively with Docker, Kubernetes, and Let’s Encrypt for automatic HTTPS.

WorkOS AuthKit is a real authentication toolkit for Next.js applications. It gives agents a concrete integration target for login, sessions, RBAC, SSO, MFA, and user management backed by WorkOS docs and package releases.

Queries pg_stat_statements and pg_stat_activity to surface the top slow queries by total execution time, mean latency, and call frequency. Runs EXPLAIN ANALYZE on worst offenders and suggests index additions, rewrite candidates, or vacuum triggers. Works on RDS and Supabase.

Use Latch to put an MCP policy and approval layer between agents and tools so risky calls pause for review while safe calls continue automatically.

Check Python environments and requirements files for published vulnerabilities before shipping, upgrading, or approving dependency changes.

An ASE skill built around docdyhr/mcp-wordpress, a WordPress MCP server that exposes site management tools through the Model Context Protocol. It is useful when an agent needs natural-language control over posts, pages, taxonomies, media, users, plugins, and multisite WordPress operations via a real MCP server.

MkDocs is a fast, simple, and elegant static site generator designed for building project documentation from Markdown files. Configured with a single YAML file, it transforms documentation source files into professional, navigable websites with built-in themes and plugin support.

Generates optimized GitHub Actions workflow matrices using the actions/setup-node, actions/cache, and actions/upload-artifact APIs. Automatically detects language versions and OS combinations for maximum CI coverage.

Docmost is an open-source collaborative wiki and documentation platform that serves as a self-hosted alternative to Confluence and Notion. It features real-time collaboration, nested pages, diagrams, spaces, and granular permissions management.

Automated visual regression testing using Playwright’s screenshot comparison API (page.screenshot with maxDiffPixelRatio) and toMatchSnapshot assertions. Supports cross-browser testing on Chromium, Firefox, and WebKit.

Agno is a high-performance Python framework for building, running, and managing agentic software at scale. It provides a three-layer architecture — framework, runtime, and control plane — enabling developers to go from agent prototype to production API in roughly 20 lines of code.

Inngest is an open-source workflow orchestration platform that replaces queues, state management, and scheduling with durable step functions. It enables developers to write reliable event-driven workflows triggered by events, cron schedules, or webhooks, with built-in retries, concurrency control, and flow control.

Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and automatic migration generation. At only 7.4kb minified and gzipped with zero dependencies, it supports PostgreSQL, MySQL, and SQLite including serverless databases like Neon, Turso, and Cloudflare D1.

Gotenberg is a Docker-based API for converting HTML, URLs, Markdown, and office documents into PDF, then performing post-processing tasks such as merge, split, watermark, metadata edits, and encryption. It wraps Chromium, LibreOffice, and PDF engines behind a single HTTP interface.

Kubernetes Troubleshooting Runbook is built around Kubernetes orchestration platform. The underlying ecosystem is represented by kubernetes/kubernetes (121,313+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like kubectl, API server, pods, deployments, events, logs, probes, RBAC and preserving the […]

Monitors container runtime behavior using Falco rules and the Docker Engine API. Detects anomalous syscalls, privilege escalations, and unexpected network connections in real time.

Creates Docker Compose YAML service definitions using the Compose Specification. Configures multi-service stacks with proper network isolation, volume mounts, health checks, and dependency ordering via depends_on conditions.

Constructs Kubernetes-native workflow DAGs using Argo Workflows CRDs with configurable retry strategies, artifact passing via S3/MinIO, and template composition through WorkflowTemplates and ClusterWorkflowTemplates.

Gum by Charmbracelet is a tool for building glamorous shell scripts. It provides configurable terminal UI components (choose, confirm, input, filter, spin, table, format) that can be used directly from bash to create interactive, visually polished CLI experiences.

Use csvlens when an agent or operator needs fast column-aware inspection of a large CSV before cleaning, mapping, or transforming it.

Queries the npm registry API and npms.io scoring endpoint to evaluate package quality, maintenance scores, and download trends. Uses npm-audit for security vulnerability detection against the GitHub Advisory Database.

Manages and instantiates Cookiecutter project templates with dynamic Jinja2 variable substitution and post-generation hooks. Supports template inheritance chains and integrates with cruft for template update tracking.


Builds interactive Slack workflows using the Bolt SDK for JavaScript and Block Kit Builder API. Handles modal forms, scheduled messages, and webhook integrations.

Exports custom metrics and traces to Datadog using the DogStatsD protocol and Datadog API v2. Supports histogram aggregation, tag-based filtering, and SLO tracking.

Monitors Datadog metric streams using the Datadog API v2 and applies ML-based anomaly detection to alert on infrastructure drift. Integrates with PagerDuty and Slack webhooks for multi-channel incident routing.

httpx by ProjectDiscovery is a fast, multi-purpose HTTP toolkit for running probes against lists of hosts. It detects live web servers, extracts response metadata, fingerprints technologies, and outputs structured results for security reconnaissance and monitoring pipelines.

Implements Getting Things Done methodology on Todoist using the Todoist Sync API v9. Automates inbox processing, context labeling, weekly reviews, and project-to-next-action extraction with natural language parsing.

Detects breaking changes in GraphQL schemas using graphql-inspector and the GraphQL introspection query. Compares schema versions, identifies removed fields, changed types, and deprecated directive usage.

Marp CLI converts Markdown files into professional slide deck presentations. It outputs static HTML, PDF, PowerPoint (PPTX), and image formats from a single Markdown source, enabling developers and content creators to build presentations as code.

Uses AWS CloudWatch SDK (boto3) to create composite alarms with ML-powered anomaly detection bands. Integrates with AWS SNS for notifications and EventBridge for automated remediation triggers.

An interactive cheatsheet tool for the command line that lets you browse through commands and fill in argument values. Written in Rust with fuzzy search, community-maintained cheatsheet repos, and shell integration.

Lets an agent install or build a harness around an existing tool so the tool becomes callable through a predictable CLI surface.

Unkey is an open-source developer platform for managing API keys, rate limiting, and usage analytics. It provides a fast, globally distributed key verification system that integrates into any API with minimal code changes.

Script realistic user flows in Python and fan them out across workers so agents can pressure-test services before rollout.

Orchestrates distributed browser testing across Selenium Grid 4 nodes using the Grid REST API. Manages session allocation, node health monitoring, and parallel TestNG suite execution.

vLLM is a fast and memory-efficient inference and serving engine for large language models. It uses PagedAttention for efficient memory management, supports continuous batching, and provides an OpenAI-compatible API server for production-grade LLM deployment.

Trigger.dev is an open-source platform for building and deploying long-running background tasks, AI agents, and durable workflows in TypeScript. It provides managed infrastructure with retries, queues, real-time observability, and human-in-the-loop support.

Whishper is an open source self-hosted web app for speech-to-text, translation, and subtitle workflows built around Whisper models. This skill covers running Whishper with Docker, handling uploads and transcripts, and wiring the output into broader automation flows.

Manages Stripe Connect accounts and payment flows using the Stripe Node.js SDK ([email protected]). Handles onboarding via Account Links API, creates PaymentIntents with application fees, and processes Connect webhooks.

Operate Lark and Feishu work objects from one agent-ready CLI instead of stitching together separate APIs and browser flows.

Extracts structured entities from web pages using the Diffbot Extraction API and Knowledge Graph. Supports article, product, and discussion extraction with automatic entity linking via DQL queries.

Investigates CrashLoopBackOff and OOMKilled pod failures using kubectl and the Kubernetes API. Correlates container logs, event streams, and resource metrics from metrics-server to diagnose root causes automatically.

Uses ripgrep-all to run one full-text search across mixed document and archive formats so an agent can find evidence without separately extracting every file type first. Best when a workflow has PDFs, Office documents, ebooks, media sidecars, or compressed bundles that need fast on-demand search.

Keep one canonical skills and agents source in sync across multiple coding CLIs instead of hand-copying files between tool directories.

Logfire is Pydantic’s observability SDK for Python applications, with first-class tracing for AI, LLM, and agent workloads. It wraps OpenTelemetry, ships with a hosted UI, and supports instrumenting popular Python frameworks without building a custom tracing stack from scratch.

Automates multi-engine searches via SerpAPI (Google, Bing, DuckDuckGo) with structured JSON extraction. Supports pagination, location targeting, and result deduplication using MinHash LSH.

Use the Claude Agent SDK for Python when an existing script or service needs to delegate scoped repo work to Claude Code and consume structured responses programmatically.

Controls Rive (.riv) interactive animations at runtime using @rive-app/canvas-advanced, manages state machine inputs, and synchronizes animation states with application data via the Rive WASM runtime.

Scrapy is a high-level Python framework for web crawling and structured data extraction. It is a strong fit for agent workflows that need repeatable scraping, asynchronous crawling, feed exports, and extensible pipelines for transforming or storing collected data.

Extracts search performance data via the Google Search Console API v1 /searchAnalytics/query endpoint. Analyzes CTR, impressions, and position trends with dimension filtering by page, query, device, and country.

Convert Obsidian vault content, wikilinks, and attachments into portable Markdown trees before publishing, indexing, or migrating notes.

Cypress is an open-source browser testing framework for end-to-end, component, and accessibility testing in modern web apps. It gives agents and developers a reliable way to run local browser tests, debug failures with rich traces, and plug test execution into CI pipelines.

Run a quick concurrent HTTP benchmark against a URL before deeper performance work or regression triage.

Use GitHub Next’s pr-fix workflow when a pull request is blocked on failing checks and the likely repair is machine-doable. The agent inspects CI failures, traces the root cause, applies a focused fix on the PR branch, and leaves the result in reviewable Git history.

SerpBear is an open-source, self-hosted search engine position tracking application. It lets you monitor unlimited keyword rankings in Google with email notifications, a built-in SERP API, Google Search Console integration, and keyword research via Google Ads.

Debugs VS Code extensions using the Debug Adapter Protocol (DAP) with breakpoint management and variable inspection. Integrates with VS Code Extension API for webview debugging and uses Chrome DevTools Protocol for renderer process analysis.

Use Speaches when an agent stack expects OpenAI-style audio endpoints but you want a self-hosted speech backend for transcription, translation, and text-to-speech instead of a hosted API.

Optimizes GitLab CI/CD cache configurations using the GitLab Pipelines API v4 and cache:key:files directive analysis. Reduces pipeline duration by identifying cache misses and suggesting optimal key strategies.

WPGraphQL is the core GraphQL API plugin for WordPress, giving developers a typed schema for posts, terms, users, menus, and custom content. It is a strong fit for headless builds, automation agents, and integration workflows that need structured reads and mutations instead of scraping wp-admin or loosely shaped REST responses.

Generates custom WordPress Gutenberg block patterns using register_block_pattern() and the Block Editor API. Creates reusable pattern categories with register_block_pattern_category() for organized content libraries.

Build and maintain documentation websites with Fumadocs, the React-based docs framework published by the fuma-nama project. This skill helps an agent scaffold docs pages, wire content collections, and extend interactive UI components for product docs, SDK docs, and internal knowledge bases.

Scan a JS or TS codebase for forbidden imports, circular dependencies, orphaned modules, and other dependency-rule violations before they turn into structural drift.

Transcribes audio using the Deepgram Nova-2 API with diarization, punctuation, and smart formatting. Supports streaming via WebSocket and batch via REST with pre-recorded endpoint and callback URLs.

Prismic provides a headless CMS with an API-first editing model, and the official @prismicio/client package is the main integration point for fetching content in apps and automations. It fits agents that need to inspect repositories, publish structured content flows, or wire CMS data into websites and internal tools.

Playwright for Python is Microsoft’s cross-browser automation library for Chromium, Firefox, and WebKit. It gives agents and test systems one API for navigation, screenshots, form interaction, assertions, and headless execution across local and CI environments.

Lets an agent record Python allocation traces and inspect the biggest allocators, retained objects, and leak paths before memory growth turns into a production incident.

Scaffolds Helm 3 chart templates with Go templating best practices. Uses helm-unittest for test generation and Polaris for Kubernetes resource validation scoring.

Lints and validates Argo Workflows templates using the argo CLI and Argo Server REST API. Detects DAG dependency cycles, invalid artifact references, and parameter type mismatches across workflow steps.

Himalaya is a CLI email client written in Rust that supports IMAP, Maildir, and Notmuch backends for reading mail, and SMTP and Sendmail for sending. It features multi-account configuration, PGP encryption, OAuth 2.0, system keyring integration, and JSON output for scripting and agent automation.

Start, watch, and restart a local stack of app processes together instead of juggling many terminals and ad hoc shell loops.

onefetch is a Rust CLI tool that displays project information and code statistics for Git repositories directly in the terminal. It detects languages, shows contributor stats, license info, and repo metadata with an ASCII art logo for the dominant language.

Validates and lints CircleCI orb configurations using the CircleCI CLI and circleci-config-sdk. Checks for deprecated keys, version constraints, and executor compatibility before publishing.

Identifies keyword opportunities by comparing competitor rankings using Ahrefs’ /v3/site-explorer/organic-keywords API endpoint. Calculates traffic potential from search volume, CPC, and keyword difficulty scores.

Parses Playwright HTML and JSON test reports and posts structured summaries to Slack using the Slack Web API. Reads test results from the playwright-report directory, extracts pass/fail/flaky counts using the @playwright/test reporter API, and posts rich Block Kit messages with test suite breakdowns via chat.postMessage.

commitlint checks whether git commit messages meet the Conventional Commits specification, enforcing structured formats like type(scope): subject. Shareable configuration packages let teams standardize commit conventions, and integration with husky enables automatic linting on every commit via git hooks.

Use this skill when an agent needs to stand up request handlers with Mock Service Worker, isolate network behavior in local development or tests, and keep mocks faithful to real endpoints. It is a task-focused mocking skill built around MSW, not a generic product card.

Desktop Commander is an MCP server that gives AI assistants terminal command execution, file system search, diff-based file editing, and process management capabilities. It extends Claude Desktop and other MCP clients with full local development environment control.

Ask Claude Code for favicons, app icons, and social preview images, then generate the full asset set and integration hints without manual export work.

AI Engine is a WordPress plugin by Meow Apps that connects sites to OpenAI, Claude, Gemini, and other models while exposing WordPress actions through MCP and REST interfaces. This skill helps agents configure providers, enable the plugin’s MCP capabilities, and automate content, chatbots, media, and site-management workflows from WordPress.

Use codex-action when an agent operator wants Codex to run inside GitHub Actions for PR review or scheduled repo work with explicit workflow permissions, prompts, and CI boundaries.

Crawlee is Apify’s open source crawling and scraping framework for Node.js. It unifies HTTP scraping and browser automation, adds queues, storage, retries, proxies, and lets developers switch between Playwright, Puppeteer, Cheerio, and JSDOM without rebuilding the whole pipeline.

Super Productivity is an advanced open-source todo list application with integrated timeboxing, time tracking, and Pomodoro timer capabilities. It supports importing tasks from Jira, GitHub, GitLab, Trello, and CalDAV calendars, making it a powerful cross-platform productivity hub.

Block implementation-first agent behavior and keep Claude Code anchored to failing-tests-first TDD loops.

Bidirectional calendar synchronization using Google Calendar API v3 with OAuth 2.0. Detects scheduling conflicts across multiple calendars, suggests optimal meeting times using FreeBusy API queries.

Manages ArgoCD application sync operations with intelligent drift detection and rollback strategies. Uses the ArgoCD gRPC API and ApplicationSet CRD for multi-cluster GitOps deployments.

This skill uses OpenClaw’s healthcheck workflow to inspect the host running the assistant, surface risky exposure, and turn the findings into a staged hardening plan. It is for operator-style audits with explicit approval gates, not a generic software listing or a replacement for OS administration.

Diagnoses CircleCI orb configuration errors and pipeline failures using the CircleCI v2 API. Parses orb YAML schemas, detects version pinning issues, and suggests fixes for executor and job dependency problems.

Keep Claude Code sessions grounded in prior decisions, project context, and daily handoff notes instead of starting from zero every time.

Lets an agent crawl a live database and produce schema inventories, dependency views, and reviewable documentation before migrations or handoffs.

Records and generates end-to-end test scripts using Playwright Codegen with multi-browser targeting. Produces TypeScript test files compatible with Playwright Test runner, handles visual regression via playwright-visual-regression plugin, and integrates with Allure reporting.

This entry turns GitHub Next’s Contribution Check workflow into a maintainer-facing agent routine. The agent batches open pull requests, compares them to CONTRIBUTING.md, labels likely-ready submissions, comments on gaps, and produces a report issue so humans can spend review time where it matters.

Tabby is an open-source, self-hosted AI coding assistant that serves as an on-premises alternative to GitHub Copilot. It provides code completion and chat capabilities using consumer-grade GPUs with no cloud dependency.

fonttools is a comprehensive Python library for manipulating font files, including TrueType, OpenType, WOFF, and WOFF2 formats. It includes the TTX tool for converting fonts to and from XML, a font subsetting utility for reducing font file sizes, and APIs for inspecting, modifying, and generating font files programmatically.

Define repeatable extraction pipelines that pull fields from large document collections, normalize outputs, and audit failures across the corpus.

Refresh Terraform module documentation from source so variables, outputs, and providers stay aligned with the code before review or release.

Run Claude Code as a one-shot MCP tool so other agents and editors can delegate coding tasks to it. An agent-in-agent orchestration bridge.

Webhook Debugger is built around Stripe payments platform. The underlying ecosystem is represented by stripe/stripe-node (4,377+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like charges, payment intents, subscriptions, billing, payouts, webhooks, reports and preserving the operational context […]

Use Deptry when an agent needs to verify that a Python project’s declared dependencies still match the imports the code actually uses. The agent scans the codebase, flags unused direct dependencies, missing declarations, and transitive imports that only work by accident, then turns the findings into cleanup commits or release blockers.

Validates Avro, Protobuf, and JSON Schema compatibility against Confluent Schema Registry using the REST API. Enforces backward/forward/full compatibility modes and detects breaking schema evolution changes.

Synchronizes WooCommerce orders with external ERPs using the WooCommerce REST API v3 and wp_schedule_event. Handles order status webhooks, inventory adjustments via wc_update_product_stock, and generates reconciliation reports.

Executes Semgrep OSS with custom YAML rule files for project-specific static analysis patterns. Supports semgrep –config and –pattern flags with metavariable constraints for detecting anti-patterns in Python, JavaScript, Go, and Java codebases.

Automates git bisect workflows to find regression-introducing commits using custom test scripts and the git bisect run interface. Supports containerized test execution via Docker to ensure reproducible bisect environments.

Fresh is a next-generation web framework built for Deno that uses island-based client hydration, ships zero JavaScript to the client by default, and provides file-system routing with TypeScript support out of the box.

Playwright Extra adds a plugin layer on top of Microsoft Playwright so agents can reuse stealth, CAPTCHA handling, and custom browser hooks instead of wiring those capabilities by hand. It is useful when browser automations need anti-bot evasions or shared middleware across Chromium sessions.

Analyzes PostgreSQL query execution plans using EXPLAIN (ANALYZE, BUFFERS, FORMAT JSON) and the pg_stat_statements extension. Identifies sequential scans, nested loop inefficiencies, and index recommendations for slow queries.

Use Better Icons when an agent needs to search icon sets, compare matches, and return the exact SVG asset needed for a UI task. It is a narrow asset-selection skill, not a generic icon platform listing.

Audits NPM packages using the NPM Registry API with dependency tree resolution and vulnerability scanning via OSV.dev API. Generates SBOM in CycloneDX format and checks license compliance against SPDX expression parser.

Docling is an open-source document processing toolkit for turning PDFs and other files into structured outputs for AI systems. It handles advanced PDF understanding, OCR, multiple export formats, and integrations with agent and retrieval frameworks.

Run a repeatable HIG compliance audit over app code before shipping UI changes, then use the findings to guide remediation.

Generates Blender Python (bpy) scripts that programmatically create Geometry Nodes modifier trees, using the node_groups API and GeometryNodeTree interface for parametric 3D asset generation.

Apify SDK is the official JavaScript SDK for building Actors, crawlers, and data extraction workflows on Apify. It gives agents a structured way to run scraping jobs, store outputs, manage inputs, and combine crawler logic with browser automation when needed.

Use mdq when an agent needs to target headings, lists, links, or other Markdown structure without falling back to brittle regex edits.

Open raw logs, jump to error clusters, query structured fields, and summarize incident clues without shipping data to a separate platform.

Local speech-to-text transcription without relying on an API.

Newspaper4k is an actively maintained fork of the popular Newspaper3k library for Python. It extracts articles, titles, images, authors, and metadata from news websites, with built-in NLP for keyword extraction and text summarization.

Litestream is a streaming replication tool for SQLite databases that continuously replicates changes to S3, Azure, GCS, SFTP, or local storage. Written in Go with 13k+ GitHub stars, it enables SQLite to be used as a production database with disaster recovery.

Queries distributed traces from Datadog APM using the Trace Search API with faceted filtering. Analyzes p99 latency breakdowns across service spans and identifies slow database queries via db.statement tags.

Uses the WordPress wp-wpcli-and-ops skill to guide an agent through environment-aware WP-CLI work like search-replace, plugin or theme operations, cron inspection, and multisite-safe targeting. It is an operational runbook for guarded WordPress changes, not a plain entry for the WP-CLI product.

Generates interactive API documentation from GraphQL schemas using graphql-js introspection queries and SpectaQL. Annotates fields with usage analytics from Apollo Studio API.

HandBrake is a widely-used open-source video transcoder that converts video files between formats for playback on phones, tablets, TVs, game consoles, and web browsers. It supports most common input formats and leverages FFmpeg, x264, x265, and SVT-AV1 for encoding.

Generates typed API client libraries from OpenAPI 3.x specifications using swagger-codegen and openapi-generator-cli. Produces clients for TypeScript-axios, Python-requests, and Go-http with custom mustache templates.

Use Automattic’s official wp-plugin-development skill when an agent needs to build, refactor, secure, or package a WordPress plugin with correct activation hooks, settings handling, uninstall behavior, and data hygiene. This is a plugin engineering playbook, not a generic WordPress listing.

Helix is a post-modern terminal-based modal text editor written in Rust. It features built-in language server protocol (LSP) support, smart syntax highlighting and code editing via Tree-sitter, and a Kakoune-inspired editing model with multiple selections.

Manages transactional email delivery via SendGrid v3 Mail Send API with dynamic template rendering. Handles bounce processing, suppression group management, and event webhook parsing.

Tunes Prometheus alerting rules using the Prometheus HTTP API and PromQL query analysis. Reduces alert fatigue by analyzing firing history, adjusting thresholds via histogram_quantile, and configuring inhibition rules.

SQLite Analyst is built around SQLite embedded database. The underlying ecosystem is represented by WiseLibs/better-sqlite3 (7,041+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like local .db files, SQL queries, schema inspection, FTS, WAL, query plans and preserving […]

Produce repeatable drift and quality reports after data, model, or prompt changes so regressions are visible before rollout.

Handle DingTalk workspace actions from one CLI surface instead of building a fresh integration for each message, approval, or document task.

Routes browser automation sessions across Selenium Grid 4 nodes using the /status and /session endpoints. Configures RemoteWebDriver with DesiredCapabilities for cross-browser parallel execution.

Automates diagnosis of CrashLoopBackOff pods using kubectl commands wrapped via the Kubernetes API server. Fetches recent events, container logs, and resource quota status to identify root causes such as OOMKilled, misconfigured liveness probes, or missing ConfigMaps. Generates a step-by-step remediation runbook.

Orchestrates AWS data pipelines using @aws-sdk/client-s3 and @aws-sdk/client-sqs. Manages S3 object lifecycle with PutObjectCommand/GetObjectCommand, processes SQS message queues via ReceiveMessageCommand with long polling, and configures S3 event notifications to SQS for event-driven processing.

Automatically generates fixup commits by analyzing staged changes and matching them to the correct ancestor commits. A Rust port of Facebook’s hg absorb that eliminates manual interactive rebasing for review feedback.

Parses dbt project artifacts (manifest.json and catalog.json) to build a lineage graph and identify models with no tests, stale documentation, or missing uniqueness assertions. Integrates with dbt Cloud API to fetch latest run results and annotates each model with pass/fail status.

Elasticsearch MCP is built around Elasticsearch search and analytics engine. The underlying ecosystem is represented by elastic/elasticsearch (76,387+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Query DSL, aggregations, indices, shards, mappings, cluster health and preserving the […]

Audits CircleCI orb versions and configurations using the CircleCI v2 API. Flags deprecated orbs, provides pinning recommendations, and checks security advisories from the orb registry.

OpenObserve is an open-source, cloud-native observability platform for logs, metrics, traces, and Real User Monitoring (RUM). Designed as a cost-effective alternative to Datadog, Splunk, and Elasticsearch, it achieves 140x lower storage costs through Parquet columnar storage and S3-native architecture.

Run a one-shot calendar sync or migration between Google, Outlook, CalDAV, ICS, and related systems without standing up a long-lived sync service.

Prometheus Alerting Rules is built around Prometheus metrics and alerting system. The underlying ecosystem is represented by prometheus/prometheus (63,278+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like PromQL, recording rules, alert rules, targets, range queries, TSDB and […]

Snyk Agent Scan automatically discovers and scans AI agent components including MCP servers, agent skills, and agent harnesses for security vulnerabilities like prompt injections, tool poisoning, tool shadowing, and malware payloads. It supports Claude Code, Cursor, Windsurf, Gemini CLI, VS Code, and more.

Automates email triage using Microsoft Graph API v1.0 with delegated permissions. Classifies emails by urgency using NLP, applies Outlook rules, and surfaces action items to Microsoft To Do via Graph Tasks API.

GitHub’s official Model Context Protocol (MCP) server that connects AI agents, assistants, and chatbots directly to GitHub’s platform. Enables natural language repository management, code search, issue triage, PR automation, and CI/CD workflow intelligence through a standardized protocol.

Vercel Deployment Agent is built around Vercel deployment platform. The underlying ecosystem is represented by vercel/vercel (15,126+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like deployments, env vars, build logs, previews, edge runtime, project config and preserving […]

CSpell is a spell checker built for source code, configuration files, and documentation, with dictionaries and ignore mechanisms that work well in real repositories. It helps agents and teams catch noisy typos before they land in code review, docs, or CI output.

Generate typosquat and homograph domain candidates, resolve them, and flag likely phishing or impersonation infrastructure before manual brand-abuse review.

A source-backed ASE skill for the Hygraph Management SDK, the JavaScript package for managing Hygraph project schema through code-first migrations. It is a good fit for agent workflows that need repeatable content-model changes, environment-aware schema updates, and dry-run migration previews.

Automatically links PagerDuty incidents to relevant runbooks using the PagerDuty Events API v2 and service directory. Matches incident alerts to runbook tags via Elasticsearch fuzzy queries.

Implements W3C TraceContext and Baggage propagation using the OpenTelemetry JS SDK and @opentelemetry/api. Injects and extracts trace context headers (traceparent, tracestate) across HTTP, gRPC, and message queue boundaries. Integrates with Jaeger, Zipkin, and OTLP exporters for distributed trace correlation.

Connects to the QuickBooks Online Accounting API using OAuth 2.0 via the intuit-oauth Node.js SDK to fetch unpaid invoices and match them against bank transaction records. Discrepancies are flagged and a reconciliation report is generated as a PDF using PDFKit, then emailed via SendGrid.

Uses Subaligner to retime an existing subtitle file against the final audio track, then outputs a corrected subtitle asset. This is for subtitle drift, forced alignment, or batch retiming, not for full video editing or general media management.

Integrate Navidrome’s self-hosted music server into AI agent workflows. Agents can manage music libraries, create playlists, control playback, and search collections through the Subsonic-compatible API and Navidrome’s native REST endpoints.

Orchestrates Apify actors for large-scale web scraping via the Apify Client SDK. Manages actor runs, dataset exports, and proxy configuration through the Apify API v2.

Performs deep ESLint configuration analysis using the ESLint Node.js API and flat config system. Auto-fixes rule conflicts, generates shareable configs, and produces code quality trend reports.

Scaffolds production-ready Terraform modules with HCL templates, variable definitions, and output blocks. Uses the Terraform Registry API to pull module schemas and terraform-docs for auto-generating README files.

Automates Aqua Security Trivy scans against Docker images and OCI artifacts to detect CVEs, misconfigurations, and license violations. Integrates with Trivy’s JSON/SARIF output for CI-gate decisions and generates remediation reports.

Audits ESLint configurations using @eslint/eslintrc and @eslint/js flat config APIs. Detects conflicting rules, deprecated configs, and generates migration paths from eslintrc to eslint.config.js flat config format.

Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.

postmark.js is the official Node.js library for the Postmark API, used to send transactional email, templates, and message streams from code. It is a strong fit for skills that automate outbound notifications, email workflows, and delivery-aware application integrations.

Manages Protocol Buffer schema evolution using buf CLI with breaking change detection and Confluent Schema Registry integration. Enforces buf lint rules and generates gRPC service stubs via protoc-gen-go and protoc-gen-grpc-web.

An ASE skill built around Upptime, the open source uptime monitor and status page system powered by GitHub Actions, Issues, and Pages. It is a strong fit when an agent needs lightweight endpoint monitoring, incident issue tracking, and a public or internal status site without maintaining a separate monitoring server.

Uses the Reddit OAuth2 API via PRAW to collect top posts and comments from subreddits on a rolling 24-hour window, then runs batch sentiment scoring via HuggingFace Inference API using twitter-roberta-base-sentiment. Aggregates scores into a daily time-series written to Google Sheets for Looker Studio visualization. Fires Slack alerts when sentiment drops more than 20 points week-over-week.

Triages AWS CloudWatch alarms by correlating alarm state changes with CloudTrail events and EC2 instance health using boto3. Classifies alarms by severity, identifies root cause candidates, and updates OpsGenie alerts.

Griptape is a modular Python framework for building AI agents and workflows with chain-of-thought reasoning, tools, and memory. It provides Agents, Pipelines, and Workflows as core structures, with pluggable drivers for LLMs, embeddings, vector stores, and more.

Add a runtime guard that evaluates agent actions, blocks dangerous commands or secret exposure, and audits new skills before they run.

Generates Scrapy spider classes with CSS/XPath selectors, item pipelines, and middleware configurations for structured web scraping. Includes Scrapy-Splash integration for JavaScript-rendered content.

An ASE skill built around WPGraphQL Smart Cache, the open source WordPress plugin for caching WPGraphQL queries and invalidating them when content changes. It fits headless WordPress stacks that need faster GraphQL responses without giving up reliable cache purges.

Manages WooCommerce webhook lifecycles using the wc/v3/webhooks REST API and WC_Webhook class. Handles order, product, and customer event routing with payload signature verification via X-WC-Webhook-Signature.

Use issue labels as a lightweight dispatch layer that fans repository work out to Claude Code, Codex, or Aider workers and brings back PRs.

Use pkg.pr.new when an agent needs an installable preview build from a pull request so reviewers can test a package before the maintainer cuts a real npm release.

Runs mdformat to rewrite Markdown into a consistent CommonMark-oriented layout or check mode in CI. Use it when an agent needs deterministic Markdown diffs before review, migration, or bulk cleanup, not when it needs to generate new content or build a docs site.

Catch dead links in README files, docs folders, and content drafts before a broken reference ships to users.

Use Pro Workflow when Claude Code sessions keep repeating the same mistakes and you want corrections, quality gates, and parallel worktree routines to persist across sessions instead of being re-explained every time.

Syncs away-state updates through Slack users.profile APIs, status fields, and directory lookups so agents can keep status text aligned with calendar-based time off. Useful for teams that want cleaner presence signals without manually editing every Slack profile.

Dive is a CLI tool for exploring Docker image layers, analyzing file system changes, and estimating wasted space. It helps developers optimize container image sizes by visualizing exactly what each layer adds, modifies, or removes.

Guides an agent through the exact route, pairing, and auth checks needed when an OpenClaw companion node fails to connect over LAN, Tailscale, or a public URL. Use it when a node setup is broken and you need diagnosis, not when you simply want to list devices or advertise OpenClaw itself.

Review Supabase Postgres work for query performance, schema design, indexing, connection handling, and RLS pitfalls using Supabase’s own prioritized guidance.

Infisical CLI retrieves, injects, and manages secrets across local development, CI/CD, staging, and production environments. It is useful when agent workflows need a structured way to pull environment variables and secret material without hardcoding credentials into scripts.

Uses AWS CloudWatch SDK (boto3) to configure anomaly detection bands on metrics via PutAnomalyDetector API. Integrates with SNS for notifications and CloudWatch Synthetics for canary-based uptime monitoring.

audioFlux is a deep learning tool library for audio and music analysis and feature extraction, supporting dozens of time-frequency transforms and hundreds of feature combinations for classification, separation, MIR, and ASR tasks.

Fetches an active Datadog incident, retrieves associated monitors and dashboards, pulls the last 30 minutes of metric data, and walks through a runbook checklist with automated triage steps. Reduces mean time to diagnosis by surfacing signal without dashboard navigation.

Cloud Cost Analysis is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like AWS SDK, IAM, STS, S3, Lambda, CloudWatch, DynamoDB, EC2 and […]

Merges multiple GraphQL schemas into a unified federated gateway using Apollo Federation v2 and graphql-tools stitchSchemas. Validates composed schemas with rover graph check.

Automated video and audio transcoding using FFmpeg with hardware-accelerated encoding via NVENC/VAAPI, HLS adaptive streaming output, and MediaInfo-based quality validation.

Creates Plop.js generators with Handlebars templates and custom action types for scaffolding React components, API routes, and test files. Uses inquirer prompts with validation and the addMany action for batch file generation.

Queries Grafana Loki log aggregation system using LogQL via the Loki HTTP API. Filters log streams by labels, parses structured JSON logs, and correlates log entries with Grafana dashboard panels.

Zed is a high-performance, multiplayer code editor built in Rust by the creators of Atom and Tree-sitter. It features native AI integration, real-time collaboration, and GPU-accelerated rendering for an exceptionally fast editing experience across macOS, Linux, and Windows.

Use borgmatic to drive Borg backup, prune, check, and restore routines from a single declarative config so an agent can supervise backup runbooks instead of stitching raw commands by hand.

Tealdeer is a very fast Rust implementation of the tldr project — simplified, example-based man pages for command-line tools. It provides quick reference with syntax highlighting, offline caching, and configurable output.

Diagnoses ArgoCD application sync failures and degraded states using the ArgoCD REST API and argocd CLI. Queries /api/v1/applications/{name} for sync status, resource health, and operation state. Provides automated remediation steps for OutOfSync, Degraded, and Missing resource conditions.

Flagsmith is an open-source feature flagging and remote configuration platform. It enables teams to safely roll out features, run A/B tests, and manage remote config across web, mobile, and server-side applications with granular user segmentation.

Taiko is a Node.js browser automation framework from the Gauge and Thoughtworks ecosystem. Its smart selectors and REPL-driven recorder make it useful for readable UI tests, browser flows, and scripted validation without relying heavily on brittle CSS or XPath selectors.

Automates pixel-level visual regression testing using Cypress with cypress-image-snapshot plugin. Compares screenshots against baselines using pixelmatch algorithm with configurable diff thresholds.

Automates Notion workspace management through the Notion API v1 with database query filters, page creation, and block manipulation. Supports template instantiation via Notion SDK for JavaScript and real-time change detection with polling.

Diagnoses PostgreSQL performance issues using pg_stat_statements, pg_stat_activity, and EXPLAIN ANALYZE. Integrates with pgBadger for log analysis and pg_stat_user_tables for index recommendations.

An official MCP server for the Chroma open-source embedding database. Enables AI agents to create collections, add documents, perform vector search, full-text search, and metadata filtering through the Model Context Protocol.

Uses Chrome DevTools Protocol Fetch.requestPaused and Network.responseReceived events to intercept, log, and modify HTTP traffic during browser automation. Exports HAR files compatible with Charles Proxy and supports request/response body modification.

Uses Bubble’s Plugin API and the Stripe.js SDK to embed a self-service subscription management portal inside a Bubble application. Configures Bubble’s API Connector to call Stripe’s Billing Portal Sessions endpoint and handles webhook events for real-time plan change updates.

Queries Grafana Loki via the LogQL API to correlate log streams across services. Builds cross-service trace-to-log mappings using Tempo integration and generates alert rule suggestions.

Ultra-fast Python linting and formatting using Ruff CLI with pyproject.toml configuration. Supports auto-fix, import sorting (isort-compatible), and rule selection from 800+ built-in rules.

Diagnoses firing AWS CloudWatch alarms by querying CloudWatch Metrics, alarm history, and related AWS Config resource snapshots via the AWS SDK. Correlates metric anomalies with recent infrastructure changes to suggest root cause hypotheses. Outputs a structured incident summary with remediation options.

Run just the applicable quality checks on changed files so pre-commit and CI feedback stays fast and targeted.

Enriches HubSpot CRM contacts using the v3 Contacts API with batch read/update operations. Cross-references company associations via crm.associations.batchRead(), and syncs lifecycle stage transitions with custom property updates.

ExifTool by Phil Harvey is a comprehensive Perl-based CLI tool for reading, writing, and editing metadata in over 400 file types. It extracts EXIF, IPTC, XMP, GPS, and maker note data from images, videos, audio, PDFs, and documents, making it the industry standard for metadata forensics and batch processing.

GitButler is a modern Git client built in Rust and Svelte that introduces virtual branches, allowing developers to work on multiple branches simultaneously without stashing or switching. It provides a visual interface for managing concurrent work streams on a single working directory.

Use Task Master AI when an agent needs to turn a product request or PRD into a dependency-aware task graph, expand or scope tasks, and keep implementation work anchored to an explicit plan instead of improvising in chat.

Index a repository into a code knowledge graph, expose it through MCP, and give agents architecture-aware context before they answer or edit.

Audits CircleCI orb dependencies using the CircleCI v2 API and orb registry. Detects outdated orb versions, deprecated commands, and known CVEs in orb executor images via Trivy scanning.

Airbyte is the leading open-source data integration platform providing 600+ pre-built connectors for ELT pipelines from APIs, databases, and files to data warehouses, lakes, and lakehouses. It supports both self-hosted and cloud deployments with a no-code connector builder.

Composes multi-stage CircleCI pipelines using reusable Orbs and the CircleCI v2 API. Supports dynamic config generation with setup workflows and pipeline parameters for monorepo deployments.

Pyroscope is an open-source continuous profiling platform by Grafana Labs that helps identify CPU, memory, and I/O bottlenecks at the line-of-code level. It integrates natively with Grafana for flame graph visualization and supports profiling for Go, Java, Python, Ruby, Node.js, Rust, and .NET applications.

The Neon MCP Server enables AI agents to manage serverless PostgreSQL databases through natural language via the Model Context Protocol. Create projects, run queries, manage branches, and perform database migrations conversationally.

Compare coverage reports against a git diff so an agent can flag newly changed lines that still lack tests before merge.

Camoufox is an open source anti-detect browser built on Firefox that provides robust fingerprint injection and anti-bot evasion for Python automation workflows. It integrates with Playwright to deliver stealth browsing capabilities that bypass modern bot detection systems.

Executes ansible-playbook –check –diff mode and parses the JSON callback output using the ansible.posix.json callback plugin. Identifies tasks that would change, predicts idempotency issues, and generates change impact reports.

Apache Kafka Stream Processor is built around Apache Kafka event streaming platform. The underlying ecosystem is represented by tulios/kafkajs (3,987+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like topics, partitions, consumer groups, offsets, producers, admin APIs and […]

Insanely Fast Whisper is a CLI tool that transcribes audio at extreme speeds using OpenAI Whisper models with Hugging Face Transformers, Flash Attention 2, and batched inference. It can transcribe 150 minutes of audio in under 98 seconds on a GPU.

Stalwart is an open-source mail and collaboration server written in Rust that provides JMAP, IMAP4, POP3, SMTP, CalDAV, CardDAV, and WebDAV support. It enables agents to deploy and manage self-hosted email infrastructure with built-in spam filtering, DKIM/DMARC/SPF authentication, and full calendar and contact synchronization.

Monitors WordPress wp-cron scheduled events using the WP_Cron API and Action Scheduler library. Detects stuck, overdue, or orphaned cron jobs and reports via WP REST API webhooks with configurable alert thresholds.

Generates optimized Ruff configuration from existing Flake8, isort, and Black setups. Migrates pyproject.toml rules with automatic conflict resolution.

Outline is a fast, collaborative knowledge base for teams built with React and Node.js. It provides real-time editing, Markdown support, and a rich API for integration with Slack, authentication providers, and custom workflows.

OSV-Scanner is Google’s open-source vulnerability scanner that checks project dependencies against the OSV.dev database. It supports 11+ language ecosystems including Go, Python, npm, Rust, Java, and Ruby, with guided remediation recommendations for discovered vulnerabilities.

Performs deep TLS certificate chain validation using OpenSSL and Certificate Transparency logs. Monitors expiration dates via the crt.sh API and checks OCSP responder status.

Vikunja is an open-source, self-hosted task management application written in Go with a Vue.js frontend. It provides lists, kanban boards, Gantt charts, and CalDAV sync for organizing personal and team projects with full data ownership.

Composes and validates CircleCI Orbs using the circleci/circleci-cli and circleci/orb-tools-orb SDK. Automates orb packaging, semantic versioning with conventional-changelog, and publishing to the CircleCI Orb Registry.

tRPC enables developers to build fully typesafe APIs in TypeScript without schemas, code generation, or runtime bloat. The client infers server types directly, providing autocompletion for inputs, outputs, and errors. It supports request batching, subscriptions, and adapters for Next.js, Express, Fastify, and many other frameworks.

Parses static HTML using Cheerio’s jQuery-like API for fast server-side DOM traversal and data extraction. Generates extraction patterns with CSS selectors optimized for resilience to layout changes.

Triages application errors using the Sentry Web API (/api/0/issues/) and Sentry SDK breadcrumb data. Groups issues by stack trace similarity using Sentry fingerprinting rules and queries release health via the /api/0/organizations/{org}/releases/ endpoint.

Runs diagnostic analysis on Kubernetes clusters using kubectl, k9s terminal UI data, and the Troubleshoot.sh support-bundle collector framework. Generates remediation steps for common pod scheduling, networking, and storage failures.

Leverages Copy.ai’s Workflows API to generate multi-step cold outreach sequences with persona-specific messaging. Each sequence step is rendered using Copy.ai’s email-sequence template type and pushed to HubSpot CRM via the HubSpot Contacts and Emails API.

Routes Datadog anomaly detection alerts to appropriate response channels using the Datadog Events API v2 and Monitors API. Applies severity-based escalation rules with PagerDuty and Slack webhook integration.

Manages federated GraphQL schemas using Apollo Studio API and Hive Schema Registry. Validates schema composition, detects breaking changes, and enforces naming conventions across subgraph services.

This skill lets an agent fetch current conditions and short forecasts with a lightweight weather workflow instead of sending a user to a weather site. It is narrowly scoped to quick planning questions, not historical analysis, severe-alert monitoring, or a generic weather product listing.

Run named Inspektor Gadget traces and snapshots when an agent needs eBPF-backed runtime evidence from pods, containers, or nodes that ordinary logs and metrics do not expose.

JSDoc is the standard API documentation generator for JavaScript. It parses specially-formatted comments in JavaScript source code to produce HTML documentation pages. With 15,000+ GitHub stars and millions of npm downloads, it is the most widely adopted JavaScript documentation tool and the foundation of the JSDoc comment standard used across the entire JS ecosystem.

Queries CircleCI Insights API to identify test cases that flip between pass and fail across recent runs. Produces a ranked list by failure rate with quarantine strategies for Jest, pytest, RSpec, and JUnit.

Parses Terraform plan JSON output to summarize resource changes, detect destructive actions, and flag policy violations. Uses the terraform show -json command and the Terraform Cloud API to retrieve plan artifacts. Integrates with OPA (Open Policy Agent) for policy-as-code enforcement on planned changes.

Deploy and manage GPU inference endpoints on RunPod Serverless using their REST API. Handles endpoint creation, cold start optimization, request queuing, and auto-scaling configuration for image generation models.

Scans Node.js projects for vulnerable dependencies using npm audit and the OSV.dev REST API. Cross-references CVE databases via the National Vulnerability Database API v2.0 and generates SBOM documents in CycloneDX format.

Configures and manages Prometheus AlertManager routing trees and silences via the AlertManager HTTP API. Supports PagerDuty, OpsGenie, and Slack receiver configuration with inhibition rules.

Use Open Code Review when an agent needs several reviewer personas to inspect a diff, debate findings, and synthesize review output before a human approves, posts, or acts on the review.

Intelligent PDF table detection and extraction using Camelot-py with OpenCV-based lattice detection and morphological transformations. Handles rotated tables, merged cells, and multi-page spanning tables.

Immich is a high-performance self-hosted photo and video management solution with 90K+ GitHub stars. It provides automatic backup, facial recognition, CLIP-based search, metadata extraction, multi-user support, and a comprehensive REST API for programmatic media management.

Crawl4AI is an open source crawler and scraper built for LLM-ready web extraction, with structured markdown output, browser support, and Python package distribution. It has strong adoption, active maintenance, and a dedicated docs site for integration patterns.

Analyzes code coverage diffs on pull requests using the Codecov API v2 /repos/{owner}/{repo}/commits endpoint. Identifies untested code paths and generates coverage improvement suggestions.

Standardize commit messages, validate commit history, and calculate semver-aware release bumps without hand-rolled repo rules.

Scans Docker and OCI container images for OS and application vulnerabilities using Snyk Container API. Cross-references findings against the Snyk vulnerability database with CVSS scoring and provides Dockerfile remediation suggestions.

Decap CMS is a Git-based content management system for static site generators. It provides an admin UI at /admin, authenticates against Git-backed backends, and lets teams edit structured content in repositories without building a custom editorial interface from scratch.

Indexes Rust crate documentation from docs.rs using rustdoc JSON output and cargo-doc. Extracts trait implementations, generic bounds, and lifetime annotations for searchable API reference.

Diagnoses and recovers failed systemd services using journalctl, systemctl status, and D-Bus org.freedesktop.systemd1 interface. Analyzes exit codes, dependency chains via list-dependencies, and resource limits from cgroup controllers.

PM2 is a production-grade process manager for Node.js and Bun applications with a built-in load balancer. With over 42,000 GitHub stars and millions of weekly npm downloads, it keeps applications alive forever, enables zero-downtime reloads, and provides comprehensive process monitoring with cluster mode support.

Produce a license inventory for Go module dependencies before release, procurement review, or open-source due diligence.

Use generator and validator loops for infra, CI, and platform work so agents ship operational changes with more checks and less improvisation.

Runs ESLint with custom rulesets via the ESLint Node.js API and eslint-plugin-import to enforce project-specific code standards. Parses AST violations, groups by severity, and generates fix-ready patches using eslint –fix output diffs.

Manages concurrent Playwright browser contexts with tab isolation and cookie partitioning. Uses Playwright BrowserContext API for parallel tab orchestration with SharedArrayBuffer synchronization.

Executes diagnostic runbooks against Kubernetes clusters using the official kubernetes/client-go SDK and kubectl commands. Checks pod health via the /healthz and /readyz endpoints and analyzes events with the CoreV1 Events API.

Resend is a modern email API designed for developers, providing a clean SDK for sending transactional and marketing emails from Node.js applications. It supports React-based email templates, domain verification, and integrates with popular frameworks like Next.js, Remix, Hono, and Astro.

Use SpecStory when valuable coding-agent decisions keep disappearing into terminal history and you need one cross-agent workflow to auto-save, search, summarize, and optionally share those sessions.

Use treefmt when an agent needs one repo-level formatting plan across multiple languages instead of stitching formatter commands together ad hoc.

Search public GitHub broadly for leaked secrets and triage exposures when the workflow is recon and remediation, not generic secret scanning.

Run Ship Safe before a release when an agent needs one pre-ship pass for CI/CD misconfigurations, permission risks, secrets exposure, MCP-related hazards, and dependency issues.

MinIO is a high-performance, S3-compatible object storage server. It can run standalone or distributed, providing enterprise-grade storage with a familiar AWS S3 API for seamless integration with existing tools and SDKs.

Inspect a live Kubernetes cluster for unhealthy resource settings, missing probes, and other operational smells.

Builds scalable web collection pipelines with Crawlee, Apify’s open-source crawling and browser automation library. Useful for request queue management, Playwright or Puppeteer crawling, structured dataset export, and resilient scraping across large sets of pages.

Scans Git repositories for leaked secrets using Gitleaks, TruffleHog, and custom regex patterns. Detects API keys, AWS credentials, private keys, and database connection strings across commit history.

Orchestrates Yeoman generator workflows with composable sub-generators and mem-fs-editor file transformations. Manages generator dependencies via yo env and supports custom inquirer.js prompt chains.

Langflow is an open-source visual builder for AI agents and workflows. It lets teams design flows graphically, expose them as APIs or MCP tools, and connect major LLMs, vector stores, and observability services without starting from scratch.

Sanity combines a customizable content studio with a real-time content backend and GROQ-powered querying. This skill helps agents model schemas, manage content operations, and work against Sanity datasets with structured, API-first workflows.

Builds GStreamer pipelines for real-time video transcoding with NVENC/VA-API hardware acceleration. Supports adaptive bitrate HLS/DASH output via GStreamer’s hlssink2 and dashsink elements.

Twenty is a modern open-source CRM built to replace Salesforce, with customizable objects, workflow automation, email and calendar integration, and a GraphQL API. It offers kanban, table, and calendar views with fine-grained permission controls and self-hosting support.

Parses and evaluates Content Security Policy headers using csp-parse and csp-evaluator libraries. Identifies overly permissive directives, missing protections, and generates tightened policy recommendations.

A source-backed guide to the OpenAI Agents SDK for JavaScript and TypeScript. It covers agent orchestration, tools, handoffs, tracing, and the practical install path.

Analyzes and optimizes GitLab CI/CD pipelines using the GitLab REST API v4 and .gitlab-ci.yml schema. Reduces pipeline duration by identifying bottleneck stages, configuring DAG dependencies with needs keyword, and implementing rules-based job filtering.

Run Claude, Codex, and related coding-agent tasks through policy gates, evidence loops, and auditable execution tiers before risky work proceeds.

Automate build workflows with Task (go-task), a modern cross-platform task runner that uses YAML-based Taskfiles. Replaces Makefiles with a cleaner, simpler syntax for defining and running project commands.

Generates image variations and edits using the OpenAI Images API v1 with DALL-E 3 model selection. Supports inpainting via base64-encoded mask uploads, handles 1024×1024/1792×1024 aspect ratios, and implements content policy pre-screening with the Moderation API.

Optimizes meeting scheduling using the Google Calendar API v3 and FreeBusy queries. Applies time-zone-aware slot finding, focus time protection, and travel buffer calculations via Google Maps Distance Matrix API.

Repomix packs an entire code repository into a single AI-friendly file optimized for LLM consumption. It provides token counting, security scanning via Secretlint, Tree-sitter-based code compression, and outputs in XML, Markdown, or plain text format.

Terraform Module Registry is built around Terraform infrastructure as code. The underlying ecosystem is represented by hashicorp/terraform (47,996+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like plans, applies, state, workspaces, providers, Sentinel, cloud runs and preserving the […]

Validates CircleCI configuration files and custom Orbs using the CircleCI CLI (circleci config validate) and Orb Development Kit. Checks for deprecated images, inefficient caching strategies, and security anti-patterns.

WPScan is an open-source WordPress security scanner that detects vulnerabilities in plugins, themes, and core installations. It checks for known CVEs, weak passwords, exposed config files, and security misconfigurations using the WPScan Vulnerability Database API.

Processes OpenEXR high dynamic range images using the OpenImageIO (oiiotool) CLI and Imath library for multi-layer compositing, tone mapping with ACES color transforms, and cryptomatte-based object isolation.

Automates LLDB debugging sessions with scripted breakpoint management and expression evaluation. Uses the LLDB Python SB API (lldb.SBDebugger, SBTarget, SBProcess) for programmatic debug control.

Analyzes and optimizes Snowflake SQL queries using the QUERY_HISTORY and ACCESS_HISTORY views in ACCOUNT_USAGE. Identifies expensive scans, recommends clustering keys, and monitors warehouse credit consumption via WAREHOUSE_METERING_HISTORY.

Octokit is GitHub’s JavaScript SDK family for REST API requests, GraphQL queries, authentication, webhooks, and GitHub App workflows. It gives agents and automation systems a typed, maintained client for working with GitHub from Node.js, browsers, and Deno.

Use smartlog, restack, undo, and sync commands to keep stacked commit workflows reviewable without juggling throwaway branches.

Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed server processes.

Uses helm-diff to compute a human-readable diff between deployed and candidate chart versions before upgrade. Automatically bumps image tags by querying the OCI registry, then executes helm upgrade –atomic with configurable rollback timeouts. Sends upgrade status to PagerDuty or Datadog.

WhisperX extends OpenAI Whisper with batched inference for 70x realtime transcription, phoneme-based word-level timestamp alignment via wav2vec2, voice activity detection, and speaker diarization. It produces accurate per-word timestamps and speaker labels from audio files.

TinaCMS is a fully open-source headless CMS backed by Git that supports Markdown, MDX, JSON, and YAML content. It provides a GraphQL API for querying content, real-time visual editing for non-technical users, and seamless integration with static site generators and Next.js.

Use PinchTab when an agent needs repeatable browser automation with stable element references, persistent profiles, and low-token page inspection. It fits tasks where a normal browser library is too noisy, brittle, or expensive in context.

Enhances OpenAI Whisper transcription output with speaker diarization using pyannote.audio pipeline and speechbrain embeddings. Aligns word-level timestamps from whisper-timestamped with speaker segments for multi-speaker meeting transcript generation.

act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. With 57,000+ stars on GitHub, it is the standard tool for local Actions development and testing.

Dioxus is a fullstack app framework for Rust that enables building cross-platform applications for web, desktop, and mobile from a single codebase. With 24k+ GitHub stars and an active Rust community, it combines React-like ergonomics with Rust performance and type safety.

Extracts and visualizes dbt model dependency lineage using the dbt Core manifest.json artifact API. Parses ref() and source() calls to build DAG representations via the dbt Cloud API v2.

pdfme is an open-source TypeScript and React library for generating PDFs programmatically. It includes a WYSIWYG template designer, PDF viewer, and CLI tools for validation and generation in both browser and Node.js environments.

Turn markdown slide decks into terminal presentations for live demos, reviews, and workshops without leaving plain text or git.

Spleeter is Deezer’s open-source audio source separation library with pretrained models. It can split audio into 2, 4, or 5 stems (vocals, drums, bass, piano, accompaniment) and runs 100x faster than real-time on GPU, making it ideal for music production, remix, and audio analysis workflows.

Orama is a full-text, vector, and hybrid search engine that runs in the browser, on a server, or at the edge in under 2KB. It provides built-in RAG pipeline support, typo tolerance, faceted search, and language-agnostic stemming — all without external dependencies.

Scaffolds and builds custom Gutenberg blocks using @wordpress/create-block and the Block API registerBlockType(). Generates edit/save components with InspectorControls, RichText, and InnerBlocks support.

Audits npm dependencies for supply chain risks using npm audit, Socket.dev API, and Snyk vulnerability database. Detects typosquatting, install scripts, and maintainer account takeovers.

Use Screenpipe when an agent needs private, local-first memory of what you saw or heard on your computer, including searchable screen text, app context, and transcripts, instead of relying on a chat-only memory layer.

Gitingest turns a Git repository into a prompt-friendly text bundle that agents and LLM workflows can inspect quickly. It can be used as a hosted URL pattern, a Python package, or a local server for extracting repository summaries, structure, and source content.

Analyzes GitHub Actions workflow YAML files and optimizes matrix strategies using the actions/setup-node and actions/cache APIs. Reduces redundant job combinations by inspecting build dependency graphs via the GitHub REST API. Outputs a revised workflow with estimated CI time savings per commit.

Appwrite is an open-source backend platform for web, mobile, and AI apps. This skill helps agents use Appwrite’s real services—Auth, Databases, Storage, Functions, Messaging, Realtime, and Sites—instead of inventing a generic backend workflow.

High-performance, self-hosted newsletter and mailing list manager packed into a single binary. Manages millions of subscribers with templated campaigns, analytics, and a REST API for programmatic email automation.

Generates project scaffolding using the Cookiecutter CLI with Jinja2 templating. Supports custom template registries, post-generation hooks via Python scripts, and integration with the GitHub template repository API.

Validate an OpenAPI document, resolve external references, and emit a clean compiled spec before codegen or contract review.

Turn Claude Code, OpenCode, or Codex into a metric-driven loop that makes one change at a time, verifies it mechanically, and keeps or reverts automatically.

Performs deep cluster troubleshooting using the Kubernetes API server /debug/pprof endpoints and kubectl-debug ephemeral containers. Analyzes resource pressure via the Metrics Server API and kube-state-metrics.

Bidirectionally syncs tasks between Notion databases and external project management tools using the Notion API v2022-06-28. Handles property mapping, status updates, and relation fields.

Dockge is a self-hosted Docker Compose stack manager with a reactive web UI for managing compose.yaml files. Created by Louis Lam (author of Uptime Kuma), it provides an interactive editor, web terminal, and multi-agent support for managing Docker stacks across hosts.

Use apko to build small OCI images from declarative package manifests when supply-chain clarity and minimal contents matter more than a conventional Dockerfile flow.

vdirsyncer is a command-line tool for synchronizing calendars and addressbooks between servers and the local filesystem via CalDAV and CardDAV protocols. It bridges remote calendar and contact servers with local tools like khal and khard.

Batch-generate images through the OpenAI Images API with a prompt sampler and gallery output.

Identifies keyword cannibalization across site pages by analyzing Google Search Console Performance API data, extracting query-page pairings, and detecting overlap using TF-IDF cosine similarity scoring. Generates merge recommendations and 301 redirect maps via Screaming Frog exports.

Use ghorg to clone or resync large sets of repositories from a GitHub user or organization for offline audit, migration prep, or bulk analysis work.

Capture failures, corrections, and repeatable lessons so important operational knowledge persists across sessions.

dbt Cloud MCP is built around dbt transformation framework. The underlying ecosystem is represented by dbt-labs/dbt-core (12,457+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like manifest.json, catalog.json, dbt run/test/build, dbt Cloud API and preserving the operational context […]

Rewrite recurring code patterns with syntax-aware matching so agents can run migration codemods more safely than plain regex search and replace.

Scans project dependencies using OSV.dev API and Snyk CLI for known CVEs across npm, PyPI, Maven, and Go modules. Generates SBOM in CycloneDX format via syft.

Check dotenv files for duplicated keys, malformed values, and formatting mistakes before they break local runs or secret handoffs.

Executes Ansible playbooks for server diagnostics and remediation using ansible-runner Python SDK. Supports inventory parsing, vault-encrypted credentials, and real-time task output streaming.

ntfy is an open-source HTTP-based pub-sub notification service that lets you send push notifications to phones and desktops via simple PUT or POST requests. Self-hostable with zero signup required, it provides a dead-simple API for alerting from scripts, CI pipelines, cron jobs, and IoT devices.

A modern replacement for ps written in Rust. procs provides colorized, human-readable process listings with multi-column keyword search, TCP/UDP port display, Docker container names, and tree views.

Validate Kubernetes resource configurations against best practice policies using Fairwinds Polaris. Runs as a CLI for CI/CD, a dashboard for cluster-wide audits, or a validating webhook for admission control.

Builds repeatable WordPress maintenance and content workflows around WP-CLI, the official command-line interface for WordPress. Useful for plugin management, database tasks, user administration, search-replace operations, and scripted publishing without living inside wp-admin.

Datasette is an open-source Python tool for exploring and publishing data. It turns any SQLite database into an interactive web interface with a JSON API, enabling data journalists, researchers, and developers to share datasets without writing application code.

Manages distributed browser sessions on Selenium Grid 4 via the GraphQL API and /status endpoint. Handles node scaling, session queuing, and capability matching for parallel test execution.

Analyzes Prometheus alerting rules and AlertManager configuration to reduce alert fatigue. Uses PromQL query analysis and historical firing patterns to suggest rule consolidation and threshold adjustments.

Elastic / Kibana MCP Server is built around Elasticsearch search and analytics engine. The underlying ecosystem is represented by elastic/elasticsearch (76,387+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Query DSL, aggregations, indices, shards, mappings, cluster health […]

Twirp is a protobuf-based RPC framework from Twitch that generates Go servers and clients with a simple HTTP transport. It suits agent workflows that need to scaffold service definitions, generate code with protoc plugins, and wire strongly typed RPC endpoints into Go services.

Automates Prisma ORM schema evolution and migration planning using prisma migrate and prisma db commands. Validates schema changes against existing data with dry-run introspection via prisma db pull.

HubSpot MCP Server is built around HubSpot CRM and marketing APIs. The underlying ecosystem is represented by HubSpot/hubspot-api-nodejs (391+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like contacts, companies, deals, forms, workflows, search API, associations and preserving […]

Syncs records between Notion databases and external sources using the Notion API (POST /v1/databases/{id}/query), applying field mapping, deduplication by title or unique property, and incremental updates via last_edited_time filtering.

Harness Open Source (formerly Gitness) is an end-to-end developer platform that integrates Git repository hosting, CI/CD pipelines, hosted development environments, and artifact registries in a single self-hosted binary.

Casdoor is an open source AI-first Identity and Access Management (IAM) platform and auth server supporting OAuth 2.1, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, TOTP, MFA, and MCP gateway integration with a web-based admin UI.

Generate Python module dependency graphs so refactors and package splits start from an actual import map instead of guesswork.

Kokoro-FastAPI is a Dockerized FastAPI wrapper around the Kokoro-82M text-to-speech model with OpenAI-compatible speech endpoints. It supports local TTS serving, multi-language synthesis, web UI access, and timestamped audio generation workflows.

Skopeo is a command-line tool for working with container images and registries without requiring a running daemon. It can inspect, copy, delete, and sync container images across registries, supporting OCI and Docker v2 formats with rootless operation.

pgcli is an interactive PostgreSQL CLI with context-aware autocompletion, syntax highlighting, and multi-line query editing. Part of the dbcli project with 13k+ GitHub stars, it makes database exploration and query writing dramatically more productive.

PocketBase is an open-source Go backend that ships as a single portable executable. It includes an embedded SQLite database with realtime subscriptions, built-in file and user management, a convenient admin dashboard UI, and a simple REST-ish API.

Translates video subtitles across 100+ languages using DeepL API and Google Cloud Translation v3. Handles SRT/VTT timing preservation, character limit enforcement, and subtitle segmentation with Aegisub CLI.

Stagehand is Browserbase’s browser automation SDK for combining natural-language actions with deterministic browser code. This skill covers how to use the real Stagehand project for agent-driven web navigation, extraction, and repeatable browser workflows.

Use Mammoth when an agent needs to turn a .docx file into simple HTML that preserves semantic structure instead of Word-specific styling. This is for ingestion and publishing workflows, not for full document editing or perfect visual fidelity.

Drives headless Chrome via the Browserless.io API for scraping dynamic SPAs. Uses /content, /screenshot, and /pdf endpoints with stealth mode. Manages session tokens and concurrent connection limits.

Probe for hidden routes, parameter behaviors, and vhost exposures fast, before you spend time manually poking at the wrong surface.

Supergateway enables running MCP stdio-based servers over SSE, WebSockets, or Streamable HTTP with a single command. Essential infrastructure for remote MCP server access, debugging, and connecting clients across network boundaries with Docker and OAuth support.

Analyzes Argo Workflows DAG templates to identify parallelization opportunities. Uses the Argo Server API to fetch workflow execution history and critical path analysis.

Catch insecure Python calls, weak crypto usage, shell injection risks, and similar patterns before merge or release.

Starlight is a documentation website framework built on Astro that generates beautiful, accessible, and high-performance documentation sites. It provides built-in navigation, search, i18n, syntax highlighting, and dark mode with minimal configuration.

Applies chained XSLT transformations to XML documents using lxml and Saxon-JS. Supports XSLT 3.0 streaming, XPath parameter injection, and multi-stage transform pipelines with intermediate validation.

This skill inspects a WordPress codebase, identifies what kind of project it is, and returns the signals an agent needs before touching files or running tools. Use it when you need a deterministic first pass instead of guessing whether a repo is a plugin, block theme, site, core checkout, or mixed workspace.

Run deterministic governance checks and policy verification before agents get real autonomy, so risky tool use and weak runtime evidence are caught early.

SpeechBrain is an open-source PyTorch toolkit that accelerates conversational AI development. It provides recipes and pretrained models for speech recognition, speaker verification, speech enhancement, speech separation, language modeling, and text-to-speech across 40+ datasets.

Run structured prompt-injection attack and defense experiments against an LLM-integrated app before production by measuring attack success and testing detection or recovery pipelines.

Vercel Agent Browser is a browser automation CLI built specifically for AI agents. It gives agents a fast, scriptable way to open pages, inspect accessibility snapshots, click elements, fill forms, capture screenshots, and manage browser state from the command line.

Supabase CLI manages local Supabase projects, database migrations, types, and edge functions. It is the upstream command-line tool for developers who need to work against Supabase from the terminal and CI.

Generates production-ready Terraform module scaffolds with variables.tf, outputs.tf, and provider blocks using the HashiCorp Configuration Language (HCL). Integrates with terraform-docs for automatic README generation and includes pre-configured .terraform-version files.

An agent skill built on Coqui TTS, the open-source deep learning toolkit for text-to-speech synthesis. Provides CLI and Python API access to multiple TTS model architectures including VITS, Tacotron2, and GlowTTS, with support for voice cloning, multilingual synthesis, and on-the-fly voice conversion.

Analyzes site content graph using Screaming Frog SEO Spider API and builds internal linking recommendations. Calculates PageRank distribution using networkx graph algorithms.

Markdoc is a powerful Markdown-based authoring framework created by Stripe to power their public documentation. It extends Markdown with custom tags, functions, and variables for building structured documentation sites and content experiences.

Generates custom Gutenberg blocks using @wordpress/create-block and the Block API v3 schema. Produces edit.js, save.js, block.json, and render.php with InnerBlocks support and block.json viewScriptModule.

Run a thorough TLS preflight against a host before launch, certificate renewal, or incident review.

WritingTools is an open-source, Apple Intelligence-inspired writing assistant that works system-wide on Windows, Linux, and macOS. With a single hotkey, it fixes grammar, rewrites text, summarizes content, and more using cloud or local LLMs.

Turn Claude Code into a command-driven workflow surface for research, planning, implementation, testing, and review instead of steering every step ad hoc.

Use SafeDep Vet as a pre-adoption gate when an agent, maintainer, or CI pipeline is about to add a new dependency or import a skill repository and needs malware and policy signals first.

Generates social media graphics and OG images dynamically via Bannerbear REST API. Manages template modifications, font layers, and signed URL generation for on-the-fly image personalization.

Run a Claude Code powered security review pass on trusted pull requests so suspicious auth, secret, injection, and unsafe logic changes surface before merge.

pnpm is a fast, disk space efficient package manager for Node.js that uses a content-addressable storage and hard links to deduplicate dependencies. With over 33,000 GitHub stars and adoption by Microsoft, Vue, and other major organizations, pnpm provides strict dependency isolation and monorepo workspace support.

yt-dlp is a powerful command-line tool for downloading audio and video from thousands of websites including YouTube, Vimeo, and social media platforms. It supports format selection, subtitle extraction, metadata embedding, SponsorBlock integration, and batch processing with extensive post-processing options.

Context7 by Upstash injects up-to-date, version-specific library documentation and code examples directly into AI prompts. Eliminates hallucinated APIs and outdated code generation by pulling documentation straight from the source at query time.

Amplication is an open source developer platform for generating production-ready backend services and scaffolding from a visual workflow. This skill fits agents that need to help with service generation, codebase setup, schema-driven backend work, or self-hosted Amplication environments.

Lets an agent execute OpenAPI or API Blueprint contract checks against a running service so spec drift is caught before release.

LlamaIndex MCP Server is built around LlamaIndex framework for LLM data access. The underlying ecosystem is represented by run-llama/llama_index (47,942+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like indexes, readers, retrievers, query engines, agents, embeddings, nodes and […]

Use Firecrawl to search, scrape, crawl, and interact with the web through an API built for AI agents. It returns clean markdown, structured JSON, screenshots, and crawl results that plug neatly into research, extraction, and retrieval workflows.

Uses Courlan to clean, normalize, de-track, and language-filter raw URL inventories before a crawler, scraper, or analyst queue touches them. Best when an agent already has too many candidate links and needs a smaller, cleaner frontier, not a full crawling stack.

Tiptap is a headless, framework-agnostic rich text editor built on ProseMirror. It provides a fully customizable editing experience through 100+ extensions, supporting React, Vue, and plain JavaScript with no preset UI constraints.

Use cargo-deny when an agent needs to enforce Rust dependency policy before merge by checking advisories, licenses, bans, and source rules in one repeatable gate instead of doing ad hoc manifest review.

Introspects GraphQL endpoints using the __schema query and generates structured API documentation. Uses graphql-js type system to resolve interfaces, unions, and custom scalar descriptions.

Synchronizes WooCommerce product data bidirectionally using the WC REST API v3 and wc/v3/products endpoints. Handles batch create/update/delete with OAuth 1.0a authentication and rate-limit backoff.

Author, validate, test, and troubleshoot Copilot Studio agents through YAML-driven commands instead of clicking through the product UI.

franc is a JavaScript library and CLI tool for detecting the language of text. It supports up to 419 languages and returns ISO 639-3 codes, making it the most comprehensive open-source language detection tool available for Node.js.

Automated keyword research using DataForSEO API and Google Search Console API. Performs SERP analysis, keyword clustering with TF-IDF scoring, and generates content briefs with search intent classification.

SendGrid MCP Server is built around SendGrid email delivery platform. The underlying ecosystem is represented by sendgrid/sendgrid-nodejs (3,054+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like mail/send, templates, contact lists, event webhooks, suppression groups and preserving the […]

Inspect Rust workspace changes, draft release PRs, bump versions, and assemble changelogs before publishing.

Processes images using the Sharp npm library (libvips). Supports batch resize, format conversion (WebP/AVIF/JPEG XL), watermarking, and metadata extraction. Generates responsive image sets with srcset dimensions.

Synchronizes service metadata into Spotify Backstage catalog using catalog-info.yaml generation and the Backstage Catalog REST API. Manages component, API, and system entity relationships across teams.

MarkItDown is a Python utility by Microsoft that converts PDF, Word, PowerPoint, Excel, images, audio, HTML, and other files into Markdown for LLM consumption. It preserves headings, lists, tables, and links while producing token-efficient output optimized for text analysis pipelines.

Use SQLGlot when an agent needs to parse, transpile, or sanity-check SQL before moving queries between engines or trusting generated SQL.

Connects agents to Mailchimp’s official Marketing API through the official Node.js client library. Useful for audience sync, tagging, campaign orchestration, automation triggers, webhooks, and batch operations at marketing scale.

Scan manifests and live clusters for removed or deprecated Kubernetes APIs before an upgrade window turns into an outage.

Monitors Cloudflare zone analytics via the Cloudflare API v4 GraphQL Analytics endpoint, tracking request rates, cache hit ratios, and WAF event spikes. Sends alerts through PagerDuty Events API v2 when thresholds are breached.

Generates comprehensive vulnerability reports from npm audit JSON output and the OSV (Open Source Vulnerabilities) API. Parses npm audit –json results, enriches each CVE with CVSS scores from the NVD REST API, and groups findings by severity. Produces SARIF output compatible with GitHub Advanced Security.

Score deep research agents on benchmark tasks using factual verification, report-quality scoring, and process evaluation before model or workflow changes ship.

Uptime Kuma is an open source uptime monitor for HTTP, TCP, ping, DNS, Docker, and keyword checks. It gives agents a concrete way to create, update, and review monitors, incidents, notifications, and public status pages from a self-hosted monitoring stack.

Analyzes and optimizes GStreamer media pipelines by parsing DOT graph dumps from GST_DEBUG_DUMP_DOT_DIR, profiling element throughput via gst-stats, and suggesting queue sizing and thread pool configurations.

Extracts structured data from scanned documents using Tesseract OCR engine with LSTM models. Supports table detection via OpenCV contour analysis and outputs to CSV, JSON, or Pandas DataFrames.

Bidirectional Salesforce integration using jsforce library and the Salesforce REST API. Performs SOQL queries via connection.query(), bulk upserts through connection.sobject().upsertBulk(), and subscribes to Platform Events using connection.streaming.topic() for real-time data sync.

Collects and analyzes product reviews from Amazon Product API and Google Shopping via SerpAPI. Uses spaCy NER and aspect-based sentiment analysis to extract feature-level opinions and competitive comparisons.

Scans Docker and OCI container images for vulnerabilities using Trivy JSON output and the Docker Hub API v2 for image metadata. Analyzes base image layers via Syft SBOM generation and maps CVEs to fixed versions using the Alpine SecDB and Debian Security Tracker APIs.

Use Midscene.js when an agent needs screenshot-grounded UI actions and assertions across web, mobile, or desktop surfaces where DOM selectors are fragile, unavailable, or not the right abstraction.

Use Citation.js when an agent has raw references and needs clean citation output instead of hand-formatting sources. It can resolve supported identifiers, normalize metadata into CSL-JSON, and emit bibliography or inline citation formats that fit articles, research notes, docs, or release materials.

Extract cloud and SaaS configuration data into queryable tables so agents can run audits, drift checks, and evidence collection with SQL.

Orchestrates distributed browser tests across Selenium Grid 4 nodes with dynamic scaling. Uses selenium-webdriver RemoteWebDriver with W3C WebDriver protocol and Zalenium-style video recording.

Uses htmltest to crawl generated documentation or static site output, detect broken internal and external links, and return a link-focused validation report before deploy. This is a narrow docs QA skill for agents validating already-built HTML, not a generic site generator or crawler listing.

Manages Pylint baseline files for gradual code quality improvement using pylint –output-format=json and the pylint.reporters API. Tracks new violations per commit while suppressing pre-existing issues in legacy code.

Lets an OpenClaw agent sync its workspace to cloud storage in mailbox, mirror, or bisync mode, and optionally push encrypted full-system backups to an rclone backend.

Uses the W&B Python SDK and Public API to stream live training metrics, system stats, and gradients from active runs. Alerts on metric regressions by querying run history via wandb.Api().runs() and posts summaries to Slack. Supports artifact versioning and lineage tracking.

Fabric is an open-source framework for augmenting humans using AI. It provides a modular system of crowdsourced prompt patterns that solve specific problems—from summarizing content to extracting wisdom to analyzing security threats—all usable from the command line.

Builds and manages Scrapy web scraping spiders with custom item pipelines. Supports Splash rendering for JavaScript pages, rotating proxies via scrapy-rotating-proxies, and export to MongoDB or Elasticsearch.

Runs terraform plan against changed modules, posts a structured diff as a PR comment via GitHub API, and gates terraform apply on reviewer approval. Supports S3 and GCS remote state backends with automatic workspace detection. Integrates with AWS STS and GCP Workload Identity for short-lived credential injection.

Use Schemathesis when an agent needs to turn an API schema into broad negative and edge-case coverage instead of hand-writing examples. The skill exercises live endpoints or app hooks, explores unexpected combinations, and reports failures that ordinary happy-path tests miss.

Use falcon-mcp when an agent needs CrowdStrike Falcon detections, incidents, behaviors, threat intel, or read-only response context to triage a security event without leaving an MCP workflow.

Creates custom Semgrep SAST rules using the semgrep CLI and rule schema YAML format. Supports pattern-either, metavariable-regex, and taint-mode tracking for detecting framework-specific vulnerabilities in Python, Go, and JavaScript.

AI Services is a WordPress plugin by Felix Arntz that exposes AI capabilities centrally across PHP, REST API, JavaScript, and WP-CLI. It is built as infrastructure for other plugins and site workflows, rather than as a single-purpose chatbot feature.

Retrieves and indexes Python package documentation from PyPI metadata API and Read the Docs API. Uses ast module parsing and pydoc introspection to extract function signatures, docstrings, and type hints for offline reference.

Generates Cypress end-to-end test suites from user flow recordings. Uses the Cypress Real Events plugin and cy.intercept() for network stubbing with automatic fixture generation.

The Ghost Admin API exposes authenticated operations for posts, pages, tags, members, offers, and newsletter publishing. This skill gives agents a concrete workflow for structured publishing and operational automation in Ghost-backed sites.

Gives an MCP-compatible agent structured place search, geocoding, routing, ETA, traffic, and map lookups so travel, field-service, and logistics tasks can stay inside an automated planning workflow.

Queries Google, Bing, and DuckDuckGo search APIs through SerpAPI to collect SERP features, Knowledge Graph data, and organic results. Supports People Also Ask extraction and trend analysis.

OpenAPI Generator turns OpenAPI specs into client SDKs, server stubs, docs, and config. It is a practical fit when you need repeatable API scaffolding from a contract-first workflow.

Gatus is an open source uptime and endpoint monitoring platform built for developers and ops teams. It checks HTTP, TCP, ICMP, and DNS targets, evaluates conditions like status codes or response times, and can route alerts to systems such as Slack, PagerDuty, Discord, and Twilio.

Aider is an open-source AI pair programming tool that runs in your terminal, letting you collaborate with LLMs to edit code across your entire codebase. With 42k+ GitHub stars and 15 billion tokens processed weekly, it features deep git integration, repo-wide code mapping, and support for 100+ programming languages.

Validates Tekton pipeline supply chain security using Sigstore cosign verification and SLSA provenance checks. Ensures all pipeline tasks have signed images and proper attestation metadata via the Tekton Results API.

Use actionlint when an agent needs to inspect GitHub Actions workflow files before a push or pull request lands. The skill checks syntax, expressions, action inputs, runner labels, cron patterns, and a few security footguns so the agent can stop bad workflow changes before CI burns time.

Use i18next-parser when an agent needs to scan a codebase, find translation calls, and update locale resource files as part of localization maintenance. This is a bounded catalog-maintenance workflow, not a generic i18n platform listing.

Sveltia CMS is a free, open-source, Git-based headless CMS that runs entirely in the browser. Built as the definitive successor to Netlify CMS and Decap CMS, it offers a modern editing UX, first-class internationalization, and framework-agnostic design.

Configure and trigger CircleCI pipelines using the CircleCI v2 API and config.yml orbs. Manages pipeline parameters, workspace persistence, and dynamic configuration with setup workflows.

Queries the Common Crawl Index API and CC-MAIN collections to surface historical URL coverage, MIME types, and crawl snapshots at scale. Handy for research workflows that need broad web recall without building a full crawler from scratch.

Audits WordPress content drift by comparing live posts, revisions, and key options using WP-CLI commands like `wp post list`, `wp post meta get`, and `wp option get`. Useful for catching accidental edits, stale templates, and mismatches between REST output and database state before they turn into site-wide regressions.

Freeze by Charmbracelet generates polished PNG and SVG images of code snippets and terminal output. It supports syntax highlighting for over 200 languages, configurable themes, shadows, padding, and window chrome styling.

Resolves Prettier formatting conflicts across monorepo packages using the Prettier API and @prettier/plugin-xml. Generates unified .prettierrc configs with per-package overrides and EditorConfig synchronization.

Detects and dismisses cookie consent banners across websites using Puppeteer page.evaluate selectors and the CMP (Consent Management Platform) protocol. Supports IAB TCF v2.0 consent strings and GDPR/CCPA banner patterns.

Stagehand is an open-source browser automation framework that combines natural language instructions with code for reliable web automation. Built on top of Playwright, it lets developers use AI when navigating unfamiliar pages and code when they know exactly what to do.

Generates and iterates DALL-E 3 image prompts using the OpenAI Images API with size, quality, and style parameters. Chains edits via the images/edits endpoint with mask-based inpainting.

GrapesJS is a free, open-source web builder framework for creating HTML templates without coding. With 25K+ GitHub stars, it powers drag-and-drop page builders, newsletter editors, and CMS template systems with a rich plugin ecosystem.

Snapshot agent behavior, compare outputs and tool-call paths, and block releases when a model or prompt change quietly shifts behavior.

Use reflective search to improve prompts or text-configured agent components against a real eval set instead of manual prompt tweaking.

Transforms JSON Schema definitions into Apache Avro schema format using the jsonschema and fastavro Python libraries. Handles nested objects, arrays, optional fields, and $ref resolution. Registers the resulting Avro schema to Confluent Schema Registry via the Schema Registry REST API.

Keep multi-chart Kubernetes environments coherent by diffing and syncing all declared Helm releases from one state file.

Streams audio from Twilio Media Streams over WebSocket to AssemblyAI real-time transcription, extracting speaker-diarized transcripts with word-level timestamps. Triggers entity detection and sentiment analysis via AssemblyAI LeMUR on completed call segments. Results are pushed to HubSpot or Salesforce contact records via their REST APIs.

Volta is a JavaScript toolchain manager written in Rust that pins Node.js, npm, and yarn versions per project. It provides fast, seamless tool switching without shims or shell hooks, ensuring every team member runs the exact same tool versions.

Use Turborepo to orchestrate builds, tests, and tasks across JavaScript and TypeScript monorepos with intelligent caching, parallel execution, and remote cache sharing via Vercel.

Queries the NCBI E-utilities API (esearch, efetch, elink) to retrieve PubMed biomedical literature, extracting MeSH terms, citation networks, and full-text links from PubMed Central via the PMC OAI-PMH service.

Give coding agents React Native-specific build, upgrade, GitHub Actions, and troubleshooting guidance instead of treating mobile work like generic web development.

Creates detailed SEO content briefs using Ahrefs API keyword data, SurferSEO NLP analysis, and Clearscope content grading. Generates outlines with target word counts, headers, and semantic keyword clusters.

Unstructured is an open source document ETL toolkit for converting PDFs, HTML, emails, and office files into structured data. This skill covers how to use the real Unstructured project for partitioning documents, normalizing content, and feeding downstream agent or RAG pipelines.

Audit frontend work against design-system rules, accessibility expectations, responsive behavior, and visual craft before merge or release.

Executes diagnostic queries against PostgreSQL using pg_stat_statements, pg_stat_activity, and pg_locks system views. Identifies slow queries, lock contention, bloated tables via pgstattuple, and generates EXPLAIN ANALYZE reports with buffer statistics.

Automates full WordPress site migrations using WP-CLI search-replace, wp db export, and rsync. Handles serialized data, multisite network moves, and DNS preflight checks via dig and curl health probes.

Coordinate layered Terraform or OpenTofu stacks across environments so plan and apply runs happen in the right order with shared inputs and less drift.

A blazing-fast source code spell checker written in Rust that finds and corrects typos across entire codebases. Designed to run on monorepos with minimal false positives, typos integrates into CI/CD pipelines, pre-commit hooks, and editor workflows.

Manages ArgoCD Application sync waves and hooks through the ArgoCD REST API and Kubernetes custom resources. Uses kubectl diff and Helm template rendering to validate manifests before triggering progressive rollouts via Argo Rollouts.

Use pgBadger when an agent needs to convert raw PostgreSQL logs into readable evidence about slow queries, errors, and workload hotspots after an incident.

Anti-detection web scraping using puppeteer-extra-plugin-stealth with residential proxy rotation. Implements Canvas fingerprint spoofing and WebGL vendor masking via puppeteer-extra.

Validates .gitlab-ci.yml files against GitLab CI/CD schema using the gitlab-ci-lint API endpoint. Catches stage dependency errors, invalid artifact paths, and misconfigured rules before commit.

NocoDB turns any SQL database into a smart spreadsheet with a full REST API. It provides a self-hosted Airtable alternative that connects to PostgreSQL, MySQL, SQLite, and other databases, enabling no-code data management with automation, collaboration, and API-first access.

Inspects Docker container health using the Docker Engine API v1.45 /containers/{id}/json and /containers/{id}/stats endpoints. Diagnoses OOM kills, restart loops, and network connectivity issues with automated log analysis via /containers/{id}/logs streaming.

Apache Superset is a widely adopted open-source BI platform for SQL exploration, chart building, and dashboard delivery. This skill is useful when an agent needs to query warehouse data, assemble dashboards, or explain metrics using a mature analytics interface instead of ad hoc notebook code.

Lets an agent define repo-native AI review checks as markdown files and run them as repeatable pull request status checks in CI.

Generates and validates GitHub Actions YAML workflows using the actions/toolkit SDK and workflow_dispatch event triggers. Supports matrix builds, reusable workflows with workflow_call, and composite actions with proper input/output schema definitions.

Runs automated diagnostic sequences on Kubernetes pods using kubectl exec, kubectl logs, and the Kubernetes API /api/v1/pods endpoint. Captures OOMKilled events, CrashLoopBackOff analysis, and resource utilization via metrics-server.

Connects to Twilio REST API via the twilio-node SDK for programmable messaging and voice. Sends SMS with client.messages.create(), builds IVR flows using TwiML VoiceResponse, and processes delivery webhooks for message status tracking and conversation threading.

Load maintained action manuals for fragile websites so agents can execute known flows more reliably than generic browser prompting.

Pulls MRR, churn, and LTV metrics from the Stripe Data API using the stripe Node.js SDK and transforms the data using Apache Arrow. Aggregated metrics are pushed to a Metabase dashboard via the Metabase API and refreshed nightly using a cron-triggered Lambda function.

Use python-slugify when an agent has messy human titles and needs safe, repeatable slugs for URLs, filenames, or record IDs. This skill stays tightly focused on transliteration and normalization, not routing, redirects, or full publishing workflows.

aerc is a terminal-based email client written in Go with first-class support for IMAP, SMTP, JMAP, Maildir, and Notmuch. It features Vim-like keybindings, email threading, HTML rendering, built-in patch management, and deep UNIX integration through pipes and commands.

Use Updatecli when an agent needs to detect upstream releases, validate conditions, patch versioned files, and open reviewable update actions from one policy run instead of hand-editing manifests or relying on a single ecosystem bot.

Screen prompts and responses with input and output scanners before an LLM interaction reaches production users or downstream systems.

Constructs complex jq filter pipelines from natural language queries against JSON/NDJSON data streams. Uses jq built-in functions including path expressions, reduce, and SQL-style operators.

Demucs is Meta’s open-source music source separation project for splitting songs into stems such as vocals, drums, bass, and accompaniment. It fits agent workflows that need repeatable audio preprocessing before transcription, remixing, analysis, captioning, or archive preparation.

Crawl4AI is an open-source web crawler that converts any website into clean, LLM-ready Markdown for RAG pipelines, AI agents, and data extraction workflows. With 50k+ GitHub stars and an async browser pool, it handles large-scale web extraction with anti-bot detection and deep crawl capabilities.

Measures and improves Python type annotation coverage using mypy –html-report and pyright type completeness scoring. Identifies untyped function signatures, missing return types, and Any-typed parameters across codebases.

Medusa is an open-source commerce platform with modular backend services, an admin app, and API-first store workflows. This skill helps agents manage products, orders, carts, pricing, and fulfillment logic through a modern commerce backend that teams can self-host and extend.

Use warc2text when an agent already has WARC captures and needs readable text, language identification, and exportable records for review, search, or corpus building instead of re-crawling pages.

Keep dbt schema YAML and column documentation aligned with the project so stale metadata does not pile up between model changes.

Generates optimized ESLint flat config files using @eslint/js, typescript-eslint, and eslint-plugin-import. Provides project-specific rule recommendations based on codebase analysis.

Hugo is the fastest static site generator written in Go, rendering complete websites in seconds. It offers advanced templating, multilingual support, powerful taxonomy systems, and fast asset pipelines for images, JavaScript, Sass, and Tailwind CSS.

Crawlee is Apify’s open source web crawling and scraping library for Node.js. It combines request queueing, browser automation, proxy support, and storage primitives so agents can build reliable Playwright, Puppeteer, Cheerio, or HTTP crawlers from one toolkit.

Detect infrastructure drift by comparing Terraform state with live cloud resources using terraform plan and the Terraform Cloud API. Supports AWS, GCP, and Azure provider state analysis.

Run a static policy pass over Kubernetes YAML before misconfigurations, missing limits, or risky defaults reach a cluster.

Executes structured incident response playbooks using PagerDuty Events API v2 for alerting, Slack Web API for communication, and Jira REST API for ticket creation. Automates evidence collection, timeline construction, and post-mortem generation.

Use AI Rules Sync when the same operating rules, commands, skills, or subagents need to stay aligned across Claude Code, Cursor, Codex, Copilot, and related tools instead of being copied and updated by hand.

Executes ProjectDiscovery Nuclei security scanning templates against target URLs. Supports custom YAML template authoring, CVE detection via nuclei-templates repository, and SARIF output for GitHub Security tab integration.

Interactive browser skill for logged-in flows, dynamic pages, and session-aware site operations.

Detects and resolves scheduling conflicts across multiple Google Calendar accounts using the Google Calendar API v3 freebusy query. Suggests optimal rescheduling slots based on attendee availability windows.

LlamaIndex Agent is built around LlamaIndex framework for LLM data access. The underlying ecosystem is represented by run-llama/llama_index (47,942+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like indexes, readers, retrievers, query engines, agents, embeddings, nodes and preserving […]

Turn a public GitHub repository into an interactive architecture diagram before onboarding, code review, or agent handoff.

sqlite-utils is a Python CLI utility and library by Simon Willison for manipulating SQLite databases. It lets you pipe JSON, CSV, or TSV data directly into SQLite, run in-memory SQL queries against files, configure full-text search, and perform schema transformations — all from the command line.

Score whether an agent took a sensible intermediate path, called tools correctly, and reached the outcome without relying only on final-answer checks.

Routes Grafana alerting webhook payloads to Slack, PagerDuty, and OpsGenie channels based on label matching rules. Supports alert grouping and silence management via the Grafana Alerting API.

Measure Python docstring coverage and fail a docs-quality gate when code drops below an agreed threshold.

Replay WARC-backed web archives locally so an agent can inspect historical pages, validate captures, and review preserved site behavior before migration or investigation work.

Parses dbt manifest.json and catalog.json to extract full model lineage graphs using the dbt Core artifact API. Generates interactive DAG visualizations and impact analysis for model changes.

Express Kubernetes test steps and assertions in YAML, then execute them against a real cluster before shipping controller or manifest changes.

Turn successful traces into reusable skills, then benchmark those skills across models before you trust them in production.

An agent skill built on schema-dts by Google, which provides complete TypeScript type definitions for the Schema.org vocabulary. Enables type-safe generation and validation of JSON-LD structured data markup for SEO, rich search results, and knowledge graph integration.

Generates comprehensive data quality reports using ydata-profiling (formerly pandas-profiling) with correlation analysis, missing value patterns, and cardinality detection. Exports interactive HTML dashboards and JSON summaries.

Gorse is an AI-powered open-source recommender system written in Go that generates personalized recommendations via collaborative filtering, item-to-item similarity, and LLM-based ranking. It provides RESTful APIs and a GUI dashboard for recommendation pipeline editing, system monitoring, and data management.

Generates Ansible playbook YAML with proper module usage, handler chains, and role structures using ansible-core built-in modules. Supports Jinja2 template rendering and vault-encrypted variable files.

Oxipng is a multithreaded lossless PNG and APNG compression optimizer written in Rust. It reduces PNG file sizes without any quality loss using advanced compression techniques including Zopfli support, metadata stripping, and alpha channel optimization.

Meltano is an open-source, CLI-first ELT platform built on the Singer specification. It provides declarative, code-first data integration with 600+ connectors through Singer taps and targets, orchestrating data movement from APIs, databases, and files to warehouses and lakes.

Check whether a Python codebase still respects declared layered, independence, or forbidden import contracts.

semantic-release automates version calculation, changelog generation, tagging, and package publishing from conventional commits and CI runs. It fits agent workflows that need repeatable release automation across npm and other release targets without manual version bumps.

Hasura turns Postgres and other supported data sources into a production-ready GraphQL API with realtime subscriptions, event triggers, and role-based permissions. This skill is useful when an agent needs to inspect schemas, expose structured data safely, or automate backend workflows without hand-writing resolvers.

Docling is an open source document processing toolkit from the Docling project that converts PDFs, Office files, HTML, and other formats into structured output for downstream AI and automation workflows. It is well documented, actively maintained, and published as a Python package with a live docs site.

Logdy is a zero-dependency single-binary log viewer that pipes any command output into an interactive browser-based UI. It supports custom TypeScript parsers, column definitions, filtering, and works with stdin, files, sockets, and REST API inputs.

An open-source Python library that makes loading data from APIs, databases, and files into structured datasets simple and Pythonic. dlt automates schema inference, incremental loading, and normalization, supporting destinations like DuckDB, BigQuery, Snowflake, and Postgres.

Inbox Zero is an open-source AI email assistant with over 10,000 GitHub stars that auto-triages your inbox, pre-drafts replies in your tone, bulk unsubscribes from unwanted senders, and blocks cold emails. Includes MCP server integration and Slack/Telegram chat interface.

SOPS (Secrets OPerationS) is an editor of encrypted files that supports YAML, JSON, ENV, INI, and BINARY formats. It encrypts with AWS KMS, GCP KMS, Azure Key Vault, HuaweiCloud KMS, age, and PGP, making it the standard tool for managing secrets in version-controlled repositories.

MongoDB MCP Server is built around MongoDB document database. The underlying ecosystem is represented by mongodb/node-mongodb-native (10,180+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like collections, aggregation pipeline, indexes, Atlas, change streams, schema inspection and preserving the […]

Uses the Prometheus HTTP API v1 and PromQL to auto-generate alerting rules from metric baselines. Integrates with Alertmanager API for routing configuration and PagerDuty Events API v2 for escalation.

KeystoneJS is a powerful open-source headless CMS for Node.js that auto-generates a GraphQL API and React-based Admin UI from your schema definition. Built by Thinkmill, it supports PostgreSQL and SQLite, custom access control, hooks, virtual fields, and document-based rich text editing.

Analyzes GitHub Actions workflow matrix strategies using the GitHub REST API v3 workflow runs endpoint. Identifies redundant matrix combinations and suggests fail-fast optimizations to reduce CI minutes.

Horcrux splits files into encrypted fragments using Shamir Secret Sharing, so you can distribute pieces across locations and reconstruct the original with a configurable threshold — no password required.

Creates and validates Prometheus alerting rules using PromQL expressions and the Prometheus HTTP API. Configures Alertmanager routing trees with PagerDuty, Slack, and OpsGenie receiver integrations.

Run automated red-team and failure scans against an LLM or RAG app before users find the breakage.

Typesense is an open-source, typo-tolerant search engine built in C++ for building fast, relevant search experiences. It serves as a self-hostable alternative to Algolia with support for vector search, geo-search, and faceted filtering.

Payload is an open-source, TypeScript-first headless CMS that installs directly into a Next.js application. It provides a full admin panel, REST and GraphQL APIs, access control, file uploads, and rich text editing with zero separate backend required.

Bright Data Web MCP gives MCP-compatible agents live web search, scraping, and optional browser-automation access through Bright Data’s web-access platform. It is built for agents that need current information, anti-bot resilience, and structured extraction without maintaining their own scraping stack.

Runs Semgrep static analysis with custom rule packs targeting OWASP Top 10 patterns. Uses semgrep CLI with –config=auto and –sarif output for GitHub Advanced Security integration and CWE-tagged finding reports.

Inspect captured RAM images to enumerate processes, modules, handles, and suspicious in-memory behavior before escalation or evidence handoff.

Performs GraphQL schema introspection using the graphql-js reference implementation and Apollo Client devtools protocol. Generates type documentation, query complexity analysis, and schema diff reports between API versions.

Run MCP Scanner against a remote or local MCP server before trusting it, so the agent gets a bounded security review of tools, prompts, resources, dependencies, and supply-chain risk.

Measures the impact of enabling new ESLint rules across a codebase using the ESLint Node.js API and @typescript-eslint/parser. Generates violation heatmaps, estimates auto-fix coverage, and prioritizes rules by fix effort.

pgroll is an open-source CLI tool by Xata that performs zero-downtime, reversible schema migrations for PostgreSQL. It uses the expand-and-contract pattern to keep old and new schema versions running simultaneously with automatic backfilling and instant rollback.

Subfinder is a passive subdomain discovery tool by ProjectDiscovery that finds valid subdomains for websites using curated online sources. Optimized for speed and stealth, it integrates cleanly into security reconnaissance pipelines via stdin/stdout support.

Deploys custom Apify Actors via the Apify API v2 for large-scale web crawling using CrawleeJS. Leverages Apify dataset storage, RequestQueue, and proxy configuration for distributed scraping at scale.

Integrates with SonarQube Web API and sonar-scanner CLI to enforce code quality gates across pull requests. Automatically blocks merges when critical code smells, security hotspots, or duplications exceed configurable thresholds.

Orchestrates Selenium Grid 4 node scaling based on test queue depth using the Grid GraphQL API. Manages Docker container lifecycle for Chrome, Firefox, and Edge nodes with health monitoring.

Uses MailHog to capture outbound email in development and test environments through a local SMTP server, browser UI, and JSON API. It is a practical fit for debugging transactional mail, verifying templates, and testing delivery behavior without sending messages to real recipients.

Browserless turns Chrome, Firefox, and WebKit into a remote browser service you can self-host or consume as a managed platform. It gives automation stacks a stable WebSocket and REST surface for screenshots, PDFs, scraping, persistent sessions, and debugging without hand-managing browser fleets.

Builds and documents WPGraphQL extensions with hooks such as `graphql_register_types`, `register_graphql_field`, and `register_graphql_object_type`. Ideal for exposing custom fields, computed properties, and relationships in a way that stays aligned with WordPress data models and client queries.

Generates Software Bill of Materials using Syft and scans for CVEs with Grype. Cross-references findings against the NVD and OSV databases for comprehensive vulnerability detection.

Pull DOM, console, network, and CDP telemetry from a live Chromium session when an agent needs to debug a failing browser task.

Baserow is an open-source no-code platform for databases, automations, internal apps, and API-first workflows. It is useful when teams need spreadsheet-like data management, self-hosting, and programmable access without building a custom admin stack from scratch.

Orchestrates Terraform Cloud run pipelines via the TFC API v2 and tfe provider. Manages workspace variables, Sentinel policy checks, and cost estimation hooks with automatic plan approval workflows.

Runs ESLint against a JS/TS codebase, groups violations by rule and file, and produces a prioritized fix plan. Distinguishes auto-fixable violations from manual ones. Outputs Markdown for GitHub PR comments.

Unstructured is an open-source library for ingesting and partitioning PDFs, HTML, Office documents, emails, and other unstructured inputs into structured elements and metadata. It is commonly used as a preprocessing layer for RAG, search, extraction, and downstream AI pipelines.

Netdata is an open-source observability platform for real-time metrics, anomaly detection, and alerting across servers, containers, databases, and cloud services. This skill helps agents install Netdata, connect nodes, inspect dashboards, and route alerts using the project’s documented collectors, streaming, and cloud integrations.

Railway App Deployer is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Validates and lints OpenAPI 3.1 specifications using Spectral ruleset engine and swagger-parser. Detects breaking changes between API versions using oasdiff comparison tool.

Use the Anthropic xlsx skill when an agent needs to create, clean up, or modify .xlsx, .xlsm, .csv, or .tsv files as spreadsheet deliverables, not just inspect tabular data. It pushes the agent toward formula-safe edits, workbook validation, and recalculation instead of hardcoded outputs or one-off scripts.

Use Anthropic’s internal-comms skill to turn raw project notes into company-ready status reports, 3P updates, FAQs, leadership notes, and incident writeups. The skill is valuable because it gives the agent a bounded communication workflow and format guidance, not because it exposes a generic skills repo.

Detects leaked secrets in Git repositories using pattern-based scanning with Gitleaks rule definitions and the GitHub Secret Scanning API. Identifies exposed API keys, tokens, and credentials across full commit history using git log –all -p analysis.

Tracks SLO compliance using the New Relic NerdGraph GraphQL API and NRQL queries. Calculates error budgets, burn rates, and generates compliance reports with Slack notifications via Incoming Webhooks.

Builds structured research datasets by querying SerpAPI Google Search, Google Scholar, and Google News endpoints. Extracts entities via spaCy NER and stores results in SQLite with full-text search.

Run a focused exposure probe against a Kubernetes environment before deeper pentest work or remediation planning starts.

Manages WordPress theme.json design tokens including color palettes, typography presets, and spacing scales. Uses the WP_Theme_JSON_Resolver class and wp_get_global_settings() for dynamic token resolution.

Diagnoses CrashLoopBackOff and OOMKilled pod failures using the Kubernetes API via kubectl and the official kubernetes-client/python SDK. Correlates container logs, resource limits, and node conditions for root cause analysis.

Infisical is an open-source platform for managing application secrets, environment variables, and certificates across teams and infrastructure. This skill enables agents to sync secrets, rotate credentials, and manage PKI using the Infisical CLI and API.

OCRmyPDF is an open source tool that adds a searchable OCR text layer to scanned PDFs. It is useful when an agent needs to turn image-based documents into text-searchable files without rebuilding a full document pipeline.

Catch insecure Dockerfile patterns, brittle package-install habits, and shell pitfalls before image builds ship.

Excalidraw is an open-source virtual whiteboard for creating hand-drawn style diagrams, wireframes, and sketches. With 103k+ GitHub stars, it provides an infinite canvas, real-time collaboration, end-to-end encryption, and a React component library for embedding in custom applications.

Indexes and cross-references OpenAPI 3.x specifications using swagger-parser and Redocly CLI. Builds searchable endpoint catalogs with schema resolution, authentication flow mapping, and SDK generation metadata.

Scans npm, PyPI, and Go module dependencies for known vulnerabilities using the OSV.dev API and GitHub Advisory Database. Generates SBOM reports in CycloneDX format.

Automates incident response for AWS CloudWatch alarms using boto3, the CloudWatch GetMetricData API, and AWS Systems Manager runbook documents. Maps alarm states to diagnostic procedures and remediation actions.

Run CodeShield on model-produced code or command suggestions before they reach a user, a repo, or an execution step, so insecure patterns get blocked or warned on first.

Use Toxiproxy when an agent needs to inject latency, disconnects, bandwidth limits, or packet-like failure modes into real service calls during development, CI, or incident reproduction. The agent routes app traffic through controlled TCP proxies, applies toxics at the right moment, and reports which dependency paths fail gracefully versus which ones crack under stress.

ClickHouse Query Agent is built around ClickHouse columnar analytics database. The underlying ecosystem is represented by ClickHouse/ClickHouse (46,508+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SQL queries, MergeTree tables, materialized views, HTTP and native clients and […]

Runs diagnostic queries against PostgreSQL using pg_stat_statements, pg_stat_activity, and pg_locks system views. Identifies slow queries, lock contention, and bloat using pgstattuple and pg_repack extension analysis.

Automates container image signature verification using Cosign CLI and the Rekor transparency log API. Validates SLSA provenance attestations and checks Fulcio certificate chains for keyless signing.

OpenSEO is an open-source, self-hostable SEO platform that provides keyword research, domain insights, backlink analysis, and site audits. It serves as a pay-as-you-go alternative to Semrush and Ahrefs, powered by DataForSEO APIs with no subscription required.

Use n8n-MCP when an agent needs structured access to n8n nodes, properties, operations, and template examples while designing or debugging workflows, instead of guessing from raw docs or clicking through the n8n UI by hand.

Scores content using Flesch-Kincaid, Gunning Fog, and SMOG readability indices via textstat Python library. Provides sentence-level rewrite suggestions using OpenAI GPT-4o API.

Trigger CodeRabbit review passes from an agent and work unresolved PR feedback threads into guided or batch autofix loops.

Aggregates search results from Google, Bing, and DuckDuckGo via the SerpAPI REST endpoint. Parses organic results, knowledge panels, and People Also Ask data into structured JSON for downstream analysis.

Converts GitLab CI .gitlab-ci.yml pipelines to GitHub Actions workflows using the gitlab-ci-local parser and YAML AST transformations. Maps GitLab stages, services, and artifacts to equivalent GitHub Actions syntax.

Records and replays HTTP Archive (HAR) files using Playwright routeFromHAR API for deterministic test environments. Supports selective recording, response modification, and API mock generation.

Check that Python docstrings stay consistent with parameters, returns, and raised exceptions as code evolves.

Use har-to-k6 when an agent has recorded browser traffic and needs to turn it into a repeatable k6 script instead of hand-writing one from scratch. The skill is about transforming captured sessions into a starter load-test artifact with validation and export, not about listing k6 or Grafana as products.

Responds to PagerDuty incidents via the PagerDuty Events API v2 and REST API. Automatically executes diagnostic runbooks based on service and alert routing keys, and posts resolution notes back to the incident timeline.

Use cargo-machete when an agent needs to find and remove unused Rust dependencies before they keep inflating build time, review noise, and manifest drift.

AgentQL is TinyFish’s web automation and extraction toolkit that layers a natural-language query system on top of live sites. Its Python and JavaScript SDKs integrate with Playwright and let agents target data and interface elements without depending on brittle CSS selectors alone.

Executes structured incident response procedures for Kubernetes clusters using kubectl, kube-state-metrics, and the Kubernetes Events API. Automates pod crash diagnosis, OOMKill analysis, and node pressure triage.

Generates Helm v3 chart scaffolds with templated deployments, services, ingress rules, and values.yaml schemas. Validates charts against Helm lint and Kubeval for Kubernetes API version compatibility.

KeyBERT is a minimal and easy-to-use Python library that leverages BERT embeddings and cosine similarity to extract keywords and keyphrases from documents. It supports multiple embedding backends including sentence-transformers, Flair, and spaCy, with built-in diversity algorithms like Max Sum Similarity and Maximal Marginal Relevance.

Use Anthropic’s web-artifacts-builder skill to scaffold a React artifact project, build a richer interface with state or routing, and bundle everything into one shareable HTML file. It is for artifact-delivery workflows, not for listing React or Tailwind as standalone products.

Records browser sessions using Playwright codegen and exports replayable test scripts. Captures network HAR files alongside DOM snapshots for full session fidelity.

Detect messy CSV dialects, standardize malformed files, and generate reliable import code before ingestion pipelines or analyst workflows fail.

Design template and data driven SEO page programs that can scale without collapsing into thin, duplicate, or low-intent content.

Watch live Linux and container activity through eBPF so you can triage suspicious runtime behavior before it disappears into guesswork.

Discord Bot Manager is built around Discord bot and moderation platform. The underlying ecosystem is represented by discordjs/discord.js (26,650+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like gateway events, slash commands, REST API, webhooks, intents, role actions […]

Diagnoses and fixes CircleCI orb configuration errors using the CircleCI v2 API and circleci config validate CLI. Parses orb source YAML against the orb development kit schema for type mismatches and parameter validation failures.

Analyzes GraphQL schemas using graphql-js introspection and @graphql-tools/utils. Maps type relationships, detects N+1 query patterns, and generates DataLoader batching recommendations.

mitmproxy is an interactive, SSL/TLS-capable intercepting HTTP proxy for penetration testers and software developers. It supports HTTP/1, HTTP/2, HTTP/3, and WebSockets, offering console, command-line, and web-based interfaces for intercepting, inspecting, modifying, and replaying web traffic.

Open a GitHub-style local diff, collect inline review comments, then hand unresolved threads back to a coding agent for fixes.

Orchestrates deployment pipelines using the Argo Workflows Engine API and Argo CD ApplicationSet controller. Implements progressive delivery with Argo Rollouts canary and blue-green strategies.

Rspack is a blazing-fast JavaScript bundler written in Rust with full webpack API compatibility. It provides drop-in webpack replacement with dramatically faster build times, first-class Module Federation support, and seamless integration with existing webpack plugins and loaders.

Automates ArgoCD application synchronization using the ArgoCD gRPC/REST API and argocd-autopilot CLI. Manages ApplicationSets, sync waves, and health assessments for Kubernetes deployments.

Mods is a CLI tool by Charmbracelet that pipes stdin directly to large language models. It enables AI-powered text processing, code review, commit message generation, and data transformation from the terminal with support for OpenAI, Anthropic, and local models.

Wrangler is the official command-line tool for building, testing, and deploying Cloudflare Workers. It provides a complete development workflow for serverless edge applications including local development with Miniflare, KV/R2/D1 bindings, and zero-config deployment to Cloudflare global network.

Detects infrastructure drift using terraform plan -detailed-exitcode and the Terraform Cloud API. Compares state files against live resources across AWS, GCP, and Azure providers.

WordOps is an open-source CLI tool that installs and manages a complete high-performance WordPress server stack with Nginx, PHP, MariaDB, and Redis in a few keystrokes. It handles site creation, SSL certificates via Let’s Encrypt, server hardening, and cache configuration for optimal WordPress performance.

HeadstartWP is 10up’s open-source framework for building headless WordPress sites with Next.js. It combines a WordPress plugin, JavaScript packages, and documented patterns for routing, previews, content fetching, SEO, and multilingual delivery so an agent can scaffold or extend modern WordPress frontends faster.

Parses terraform plan -json output and queries the Terraform Cloud API /runs endpoint to review infrastructure changes. Detects destructive operations, estimates cost impact via Infracost API, and validates against OPA policies.

Use MailParser when an agent receives raw RFC822 or MIME email and needs a normalized result with headers, text, HTML, addresses, and attachments. This is for email ingestion and handoff workflows, not for acting as a mailbox client or delivery platform.

Analyzes CircleCI orb dependencies using the CircleCI v2 API and Orb Registry API. Maps orb version trees, detects breaking changes, and generates upgrade paths for pinned orb references.

Optimizes Apache Parquet file reads using PyArrow column pruning and predicate pushdown. Analyzes query patterns to recommend row group sizing and dictionary encoding strategies.

Use Intercept when an MCP-connected agent needs transport-layer policy enforcement for risky tools, argument limits, spend caps, hidden tools, or rate limits before calls reach the upstream server.

Use add-mcp when an agent needs to roll out, list, remove, or synchronize MCP server configs across multiple coding clients instead of hand-editing each config file separately.

MetaMCP is an open-source MCP proxy that aggregates multiple MCP servers into a single unified endpoint with a GUI management interface. It supports namespacing, middleware, rate limiting, OIDC authentication, and works with any MCP client including Claude Desktop and Cursor.

Wagtail is an open source CMS built on Django for teams that need structured content, flexible page models, and a polished editor experience. It works for traditional websites and headless builds, with a content API, image handling, search, and multi-site support baked in.

Generates Airbyte source and destination connector configurations using the Airbyte API /v1/sources/create and /v1/destinations/create endpoints. Validates connection specs against the Airbyte Protocol.

Use Apple-native inboxes and event surfaces as a gated control plane for local AI work, with sender allowlists, approval prompts, and workspace boundaries.

Run a real-task benchmark suite against OpenClaw agents so model or harness changes can be compared before they hit production workflows.

rembg is a Python tool for automatic image background removal powered by AI models like U2-Net and SAM. It works as a CLI, Python library, HTTP server, or Docker container, supporting CPU and GPU acceleration for batch processing of images and video frames.

Point Claude Code at a repository and generate a self-contained interactive course that teaches how the system works to non-experts.

Diagnoses ArgoCD application sync failures using the ArgoCD REST API and Kubernetes resource diff analysis. Identifies Helm value conflicts, Kustomize overlay errors, and resource health check failures.

Harden-Runner by StepSecurity is a CI/CD security agent that works like an EDR for GitHub Actions runners. It monitors network egress, file integrity, and process activity in real-time, detecting supply chain attacks such as the tj-actions and Codecov compromises.

Run a structured SEO audit that surfaces crawlability, technical, and on-page issues before you start guessing at why traffic or rankings slipped.

The Google Workspace MCP Server provides comprehensive natural language control over Gmail, Google Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Contacts, and Chat through any MCP-compatible AI assistant. It supports OAuth 2.1 multi-user authentication and includes a CLI for coding agents.

Orchestrates Yeoman generator composition by chaining sub-generators via the Yeoman Environment API. Manages yo run loops, priority queues, and cross-generator dependency resolution.

Integrates with dbt Cloud Administrative API v2 to trigger and monitor data transformation jobs. Manages model runs, source freshness checks, and test execution through dbt API endpoints with Snowflake and BigQuery adapter support.

Materialize age or PGP encrypted SOPS secrets inside declarative NixOS and Home Manager systems during activation without hand-copying values.

ToolJet is an open-source platform for internal tools, dashboards, workflows, and AI-assisted business apps. It connects visual app building with databases, APIs, object storage, and self-hosted deployment patterns that agents can reuse across teams.

Implements Camelot library for advanced PDF table detection using lattice and stream parsing algorithms. Processes complex multi-page documents with OpenCV-based edge detection and outputs normalized DataFrames with cell-level confidence scores.

Configures StatsD metric collection with custom aggregation rules and flush intervals. Routes metrics to Graphite Carbon, InfluxDB Line Protocol, or Datadog DogStatsD endpoints with tag-based dimensional routing.

Uses Microsoft Playwright’s Node.js API to navigate dynamic web applications, intercept network requests, and extract structured data from React/Vue/Angular SPAs with automatic wait strategies.

Manages Stripe Connect onboarding flows using the stripe-node SDK. Handles account creation, capability requests, OAuth redirects, and payout scheduling via the Stripe Accounts API.

Use GitHub Backup when an agent needs to mirror repositories, release assets, and gists into local storage on a schedule, instead of manually exporting GitHub content repo by repo.

Scrapes and analyzes Hacker News threads using the official HN Firebase API and BeautifulSoup. Extracts sentiment trends, expertise signals, and generates structured summaries with key arguments mapped.

Open WebUI is an extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline. It supports various LLM runners like Ollama and OpenAI-compatible APIs with built-in RAG inference, providing a powerful web-based interface for interacting with large language models.

Runs Aqua Security Trivy against container images, filesystem paths, and Terraform/CloudFormation templates. Produces vulnerability matrices with CVSS scoring and fix-version recommendations.

Profiles Apache Parquet files using pyarrow metadata APIs to extract column statistics, row group distributions, and encoding efficiency metrics without reading full datasets.

Detect scene changes in a video, emit cut boundaries, and hand back machine-usable scene lists before manual review, splitting, or clip assembly.

Batch transcode media files using FFmpeg CLI with preset profiles for web, mobile, and broadcast delivery. Supports hardware-accelerated encoding via NVENC/VAAPI and automated quality analysis with VMAF scoring.

Linear Issue Manager is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Glow is a terminal-based markdown reader by Charm that renders markdown files with syntax highlighting, word wrapping, and styled formatting directly in the CLI. It includes a TUI for browsing local markdown files and discovering documentation.

Build repeatable evaluation experiments for agents and LLM apps with output checks, trajectory scoring, simulators, and trace-based review.

Record structured Claude Code trajectories, shadow git diffs, and replay branches when agent behavior needs forensic debugging instead of ad hoc transcript review.

Orchestrate data pipelines using Dagster, the cloud-native data orchestration platform. Define data assets as Python functions with automatic lineage tracking, scheduling, and observability.

Runs ESLint with auto-fix capabilities using the ESLint Node.js API and flat config system. Supports custom rule sets, TypeScript via typescript-eslint, and Prettier integration.

Browserable is an open-source, self-hostable browser automation library built for AI agents. This skill turns Browserable into a repeatable workflow for navigation, form filling, extraction, and browser-based task execution with local control instead of a hosted black box.

Use one manifest to reproduce agent setup across repositories so skills, prompts, plugins, and config stop drifting from machine to machine.

Executes Ansible playbooks against dynamic inventories from AWS EC2 or Azure, decrypting Ansible Vault secrets via HashiCorp Vault KV v2 API. Streams task output in real time and posts a per-host pass/fail summary to Slack. Supports –check mode for dry-run validation before live runs.

Automates GitLab CI/CD pipeline creation using the GitLab Pipelines API and .gitlab-ci.yml DSL. Manages multi-stage builds with artifact caching via the GitLab Artifacts API and triggers downstream pipelines through bridge jobs.

Automates vulnerability triage for Node.js projects using the npm Audit API and OSV.dev API. Generates step-by-step remediation runbooks with patching commands and dependency tree analysis.

Contact Form 7 is the long-running WordPress forms plugin from Rock Lobster Inc., with more than 10 million active installs and official documentation at contactform7.com. This skill is for agents that need to understand how a site’s forms, mail templates, validation behavior, and shortcode placements are actually handled in Contact Form 7.

Notion AI Workspace is built around Notion workspace and database platform. The underlying ecosystem is represented by makenotion/notion-sdk-js (5,562+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like pages, databases.query, blocks.children, properties, relations, pagination and preserving the operational […]

Fetches and indexes Mozilla Developer Network Web API documentation using the MDN Yari content API. Provides structured API signatures, browser compatibility data from BCD, and code examples.

Nango is an open-source platform for building product integrations with 700+ APIs. It handles OAuth, token management, API proxying, and execution of custom TypeScript sync and action logic on managed infrastructure.

AIChat is a comprehensive LLM command-line tool written in Rust that combines chat-REPL, shell command generation, RAG, AI tools, and multi-provider support into a single binary. It connects to 20+ LLM providers including OpenAI, Claude, Gemini, and Ollama.

Firecrawl is an open source web data platform for search, scraping, crawling, and browser-like page interaction. It gives agents LLM-ready markdown, structured JSON, screenshots, and agent-oriented endpoints for turning live websites into usable data.

This ASE skill uses reviewdog to turn linter and analyzer output into diff-aware pull request feedback. An agent can run existing checks, filter findings to the changed lines, and publish inline review comments or annotations instead of dumping raw logs into CI.

xq is a command-line XML and HTML beautifier and content extractor written in Go. It provides syntax highlighting, automatic formatting, XPath and CSS selector queries, and JSON output conversion for XML and HTML documents.

Queries SonarQube Web API for project quality gate status, code coverage metrics, and technical debt analysis. Integrates with sonar-scanner CLI for on-demand analysis and pr-decoration via the SonarQube ALM integration API.

Enforces consistent ESLint configurations across monorepo packages using eslint-config-inspector and flat config merging. Detects rule conflicts between shared configs, auto-generates override files, and reports compliance gaps via eslint –inspect-config.

Optimizes Docker build performance using BuildKit cache mount analysis, docker history layer inspection, and Dockerfile linting via hadolint. Reduces build times by restructuring layer ordering and implementing multi-stage build patterns.

Validates Jenkins Shared Library Groovy code using the Jenkins Pipeline Model Definition API and Groovy AST parser. Catches syntax errors and anti-patterns before pipeline execution.

Constructs and manages Midjourney prompt chains for iterative image refinement. Automates parameter tuning for –ar, –v, –style, and –chaos flags across generation sequences.

An agent skill built on SVGO (SVG Optimizer), the Node.js tool for optimizing SVG files by applying a configurable set of transformation plugins. Removes unnecessary metadata, simplifies paths, collapses groups, and reduces SVG file sizes for faster web rendering.

AWS S3 MCP Server is built around Amazon Web Services cloud APIs. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like AWS SDK, IAM, STS, S3, Lambda, CloudWatch, DynamoDB, EC2 […]

Enforces SonarQube quality gates in pull request workflows using the SonarQube Web API and ce/task endpoint. Blocks merges when code coverage drops, duplications exceed thresholds, or security hotspots are unreviewed.

Orchestrates OWASP ZAP active and passive scans via the ZAP API, automating spider crawls, AJAX spidering with Selenium, and generating SARIF-format vulnerability reports.

Fetches all Advanced Custom Fields field groups and their field definitions via the ACF REST API (/wp-json/acf/v3/), maps field keys to their post types, and produces a structured audit report. Detects orphaned fields, duplicate keys, and field type mismatches across groups.

Manages ArgoCD application syncs using the argocd CLI and the Argo CD REST API (v1alpha1). Supports progressive delivery with Argo Rollouts integration and automated health checks via Kubernetes readiness probes.

Use Mergiraf to let an agent attempt tree-aware conflict resolution during merge, rebase, revert, or cherry-pick before falling back to manual edits.

Manages concurrent Playwright browser contexts with tab pooling and automatic resource cleanup. Integrates with Playwright BrowserContext API and chromium.launch() for parallel test execution across multiple viewports.

Snowflake MCP is built around Snowflake cloud data warehouse. It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SQL, warehouses, stages, tasks, streams, Snowpark, query history and preserving the operational context that matters for real tasks. In practice, the skill […]

BorgBackup (Borg) is a deduplicating backup program with optional compression and authenticated encryption. It uses content-defined chunking for space-efficient daily backups, making it ideal for automating secure incremental backups to local or remote SSH targets.

Use Pageres when an agent needs repeatable screenshots of the same page across multiple viewport sizes for design review, release checks, or documentation snapshots. This is a bounded visual capture skill, not a general browser automation card.

Audits Dockerfiles for security vulnerabilities using Hadolint and Trivy container scanner. Recommends hardening steps based on CIS Docker Benchmark and Snyk container advisories.

smolagents is HuggingFace’s barebones Python library for building AI agents that think in code rather than JSON. Agents write and execute Python code as their action space, enabling more flexible reasoning and tool use with support for sandboxed execution via E2B, Docker, or WebAssembly.

Bring up a self-hosted voice agent that answers, routes, or transfers live calls through Asterisk or FreePBX with a PBX-native workflow.

Automates large-scale WordPress content migrations using WP-CLI wp post create and wp term set commands. Handles custom post types, ACF field mapping, and taxonomy reassignment with rollback support.

Use bb-browser when an agent needs to inspect pages, pull data, or complete form-driven tasks inside the user’s actual logged-in Chrome session. It is for browser work where normal HTTP fetches fail because the important context lives behind auth, cookies, or internal web apps.

An official MCP server that connects Supabase projects to AI assistants like Claude, Cursor, and Windsurf. Enables natural-language database management, table operations, SQL queries, and project configuration through the Model Context Protocol.

Use libphonenumber-js when an agent needs to clean messy phone-number input, validate it against country rules, and return a stable E.164 value before storing contacts or triggering downstream messaging. The skill is about normalization and validation, not telephony delivery, call routing, or campaign orchestration.

Validates docker-compose.yml files against the Compose Specification, checks image vulnerability status via Docker Scout API, and verifies healthcheck configurations.

Analyzes Docker Compose configurations for security, networking, and resource optimization using the Docker Engine API and Compose specification parser. Detects misconfigurations and dependency issues.

Validates and auto-generates Python docstrings using the ast module and pydocstyle conventions. Supports NumPy, Google, and Sphinx docstring formats with type stub integration.

Deep analysis of npm packages using npm-registry-fetch and pacote. Evaluates bundle size via bundlephobia API, checks security advisories from npm audit, and maps dependency trees with arborist.

Monitors Jenkins pipelines using the Jenkins REST API and Blue Ocean API, detecting flaky tests, build queue bottlenecks, and credential expiration warnings for proactive CI maintenance.

llamafile by Mozilla bundles open-source LLMs into a single portable executable that runs locally on macOS, Windows, Linux, and BSD with zero installation. It combines llama.cpp inference with Cosmopolitan Libc to collapse model weights, server, and runtime into one file.

Generates custom ESLint rules from natural language descriptions using the ESLint RuleTester API and AST Explorer patterns. Produces complete rule modules with meta schemas, fixers, and comprehensive test suites.

An agent skill that uses BlurHash, the compact image placeholder representation algorithm by Wolt, to generate and decode tiny hash strings that represent blurred previews of images. Enables instant placeholder rendering in web and mobile applications while full images load.

Compiles and links WebAssembly components using the WASI Preview 2 Component Model, wasm-tools CLI for component composition, and wit-bindgen for generating host/guest bindings from WIT interface definitions.

Executes structured Kubernetes rollback procedures using kubectl and the kubernetes/client-go library. Monitors rollout status via the apps/v1 Deployment API and triggers PagerDuty incidents through the PagerDuty Events API v2.

Generates custom Semgrep rules from natural language descriptions of vulnerability patterns. Uses semgrep –validate to verify rule syntax and semgrep –test to run against sample code fixtures automatically.

Coordinates Shopify data syncs with the Admin GraphQL API, including `bulkOperationRunQuery`, node connections, and webhook-assisted delta updates. Useful for product, inventory, and order pipelines that need higher throughput than ad hoc REST polling.

Radicale is a lightweight, self-hosted CalDAV and CardDAV server written in Python. It shares calendars, to-do lists, journal entries, and contacts over standard protocols with zero-config setup, file-based storage, optional authentication, TLS support, and a plugin architecture.

Analyzes dbt project DAGs to identify circular references, orphaned models, and suboptimal materialization strategies. Uses dbt-core manifest.json parsing with Jinja template resolution for accurate lineage tracking.

Maps ACF field groups into predictable REST responses using `acf_add_local_field_group`, `get_field_objects`, and `register_rest_field`. Useful when you need cleaner payloads than the default ACF exposure and want WordPress clients to consume structured field data safely.

Performs PHP static analysis using PHPStan CLI at rule levels 0-9 with custom extensions. Detects type errors, dead code, and PHPDoc inconsistencies in WordPress and Laravel projects.

Runs visual regression tests comparing screenshots captured via Cypress cy.screenshot() against baseline images using pixelmatch diffing. Integrates with Percy SDK for cross-browser visual snapshots.

Validates Ansible playbooks using ansible-lint and the Ansible Galaxy API. Performs check-mode dry runs, validates role dependencies, and detects deprecated module usage across collections.

Use smartcrop when an agent needs to choose a sensible crop automatically instead of center-cropping every image. The workflow scores visual saliency, returns crop coordinates for a target aspect ratio, and hands those coordinates to an image pipeline that renders the final thumbnail or social card.

Manages OpenAI DALL-E 3 API workflows for brand-consistent image generation with style references, aspect ratio control, and automated prompt refinement using GPT-4 Vision feedback loops.

Start one supervisor for a repository, fan work out across isolated worktrees, and route CI failures or review comments back to the right agent automatically.

Keep notebooks synchronized with `.py` or `.md` representations so version control, review, and refactoring can happen outside bulky notebook JSON.

Real-time speech-to-text using Deepgram Nova-2 API with streaming WebSocket connections. Supports diarization, punctuation, and language detection via the Deepgram Python SDK for podcast and meeting transcription workflows.

Mailspring is a beautiful, fast, and fully open source email client for Mac, Windows, and Linux. Built on Electron and React with a C++ sync engine, it supports unified inbox, snooze, send later, mail rules, and templates with a powerful plugin system.

Naabu is a fast and reliable port scanning tool written in Go by ProjectDiscovery. It supports SYN, CONNECT, and UDP scans, integrates with Nmap for service discovery, and handles IPv4/IPv6 targets with automatic deduplication for efficient attack surface enumeration.

Zellij is a Rust-powered terminal workspace and multiplexer with floating panes, WebAssembly plugins, layout persistence, multiplayer collaboration, and a built-in web client. A modern replacement for tmux and screen.

Catch naming, formatting, and protobuf rule violations early so generated clients and reviews are cleaner.

Automates ESLint v9 flat config enforcement across monorepos using eslint-plugin-unicorn and @typescript-eslint/parser. Scans changed files via git diff, applies auto-fixable rules, and generates per-package lint reports with violation severity breakdowns.

Profiles GitLab CI/CD pipeline execution times using the GitLab REST API v4 /projects/:id/pipelines endpoint. Identifies slow jobs, inefficient artifact passing, and cache miss patterns across pipeline history.

Manages dbt Core and dbt Cloud API workflows for SQL-based data transformations. Handles model lineage, incremental builds, and data quality tests with Great Expectations integration.

Run filtered spell checks over Markdown, Sphinx, HTML, or code comments without flattening everything into one noisy text stream.

Queries Notion databases and pages via the Notion API v1, then renders content blocks into PDF via WeasyPrint. Extracts text, tables, and inline images and preserves heading hierarchy. Generates per-section embeddings with OpenAI text-embedding-3-small for RAG ingestion.

Analyzes TLS certificate chains using OpenSSL s_client and the crt.sh Certificate Transparency API. Detects weak algorithms, expiring intermediates, and CT log compliance issues.

Audits npm, pip, and Go module dependencies using the Snyk CLI and REST API. Generates SBOM reports and auto-patches known CVEs with version-pinned upgrade recommendations.

Structured prompt generation for OpenAI’s DALL-E 3 API (images/generations endpoint) with style modifiers, aspect ratio control, and batch variation generation. Includes negative prompt patterns and quality presets.

Use oasdiff when an agent needs to compare old and new OpenAPI specs and decide whether a proposed change is safe to merge. The skill turns spec drift into a concrete breaking-change report that can block CI or annotate review workflows.

Optimizes PostgreSQL queries using EXPLAIN ANALYZE output parsing with pg_stat_statements extension data. Suggests index creation via HypoPG hypothetical index simulator and validates query plans against pg_hint_plan directives.

Kroki provides a unified HTTP API that converts textual diagram descriptions into images. It supports over 25 diagram libraries including PlantUML, Mermaid, GraphViz, D2, Excalidraw, and more through a single self-hostable service.

Tarsier is a Python library by Reworkd that provides vision utilities for AI web interaction agents. It visually tags interactable elements on web pages with bracketed IDs, enabling LLMs to take actions like CLICK [23], and includes an OCR algorithm that converts page screenshots into whitespace-structured text representations that even text-only LLMs can understand.

Audits Jenkins shared libraries for security vulnerabilities using the Jenkins Script Console API and Groovy AST analysis. Detects unsafe method calls, credential leaks, and sandbox escapes in pipeline libraries.

Queries the MDN Web Docs content API (Yari) and the MDN search index to retrieve browser compatibility data, Web API references, and CSS property documentation. Uses BCD (browser-compat-data) npm package for offline lookups.

Generates structured data markup using Schema.org vocabulary in JSON-LD format. Supports Article, Product, FAQPage, HowTo, and LocalBusiness schemas with Google Rich Results Test API validation.

Run chart-focused lint and install checks so changed Helm charts are validated before release or merge.

qsv is a high-performance command-line toolkit for querying, transforming, validating, and analyzing CSV and tabular data. Written in Rust, it provides over 50 commands for data wrangling tasks and supports Excel, Parquet, JSON, and other formats.

tldraw is a feature-complete infinite canvas engine and whiteboard SDK for React. It provides drawing, diagramming, real-time multiplayer collaboration, and AI integrations out of the box, with full extensibility for custom shapes, tools, and UI components.

Planka is an elegant, self-hosted Kanban-style project management tool and open-source Trello alternative. With 11,000+ GitHub stars and 35+ language translations, it provides real-time collaborative boards, markdown support, drag-and-drop task management, and OpenID Connect SSO.

Wiki.js is a powerful open-source wiki app built on Node.js with support for Markdown, visual editing, Git-backed storage, and a GraphQL API. It provides multi-language content, granular access controls, and integrations with major authentication providers.

Deploys an n8n workflow via the n8n REST API using the GitHub Trigger node to capture new issue events and transform them into Jira tickets via the Jira Cloud REST API. Labels, priority mappings, and assignee routing rules are configured using n8n’s Function node with custom JavaScript.

Run CIS benchmark checks against cluster nodes and control planes when an agent needs a narrow Kubernetes hardening audit, not a general platform listing.

LiveKit is an open-source, scalable WebRTC-based real-time communication server written in Go. It provides multi-user conferencing, streaming, and data channels with client SDKs for JavaScript, Swift, Kotlin, Flutter, React, Go, Python, Rust, and Unity.

Generates API documentation from Protocol Buffer definitions using protoc-gen-doc and buf build toolchain. Produces Markdown, HTML, and DocJSON output with cross-linked message and service references.

OpenMeter is an open-source platform for usage metering, entitlements, and billing workflows. It is useful when you need to track API or AI usage events, define meters, and connect that usage data to limits, plans, or customer-facing reporting.

This skill uses Mailpit as a safe SMTP sink for development, QA, and automated test runs. It helps teams capture, inspect, search, and validate transactional email without sending anything to real inboxes.

A modern, open-source HTTP client built as a terminal UI application. Posting provides a Postman-like experience entirely in the terminal, with keyboard-centric workflows, environment variables, syntax highlighting, and YAML-based request storage for version control.

Tracks breaking changes across REST API versions by diffing OpenAPI specs with oasdiff and monitoring endpoint deprecation headers. Stores version history in SQLite via better-sqlite3.

csvkit is a suite of Python command-line utilities for converting to, working with, and analyzing CSV files. It includes tools for format conversion, querying CSV with SQL, data cleaning, filtering, sorting, and statistical analysis.

Generates Tekton CI/CD pipeline tasks and PipelineRun manifests using the Tekton Pipelines API. Integrates with Tekton Hub for reusable task catalog lookups and automated resource binding.

Catch structural and line-style problems in reStructuredText docs before release notes and Sphinx pages go out broken or noisy.

ntopng is a web-based network traffic monitoring application that provides real-time visibility into network flows, bandwidth usage, and security threats. With 7.7k+ GitHub stars and decades of development since the original ntop in 1998, it is a proven enterprise-grade network analysis platform.

An agent skill built on Decap CMS (formerly Netlify CMS), the open-source Git-based content management system for static site generators. Provides a visual editing interface backed by Git commits, enabling content workflows for Hugo, Jekyll, Gatsby, Next.js, and other Jamstack frameworks.

Redpanda Connect (formerly Benthos) is a high-performance stream processor that connects data sources and sinks through declarative YAML pipelines. It supports hundreds of connectors and a built-in mapping language called Bloblang for data transformation.

Generates dev container specifications with feature composition and lifecycle hooks. Uses the Dev Container Specification API, OCI feature registry, and devcontainer CLI for container-based development environments.

Scalar is an open-source API platform for publishing modern OpenAPI references and testing endpoints with a built-in API client. It fits agent workflows that need readable API docs, interactive request testing, and framework-friendly integrations across many stacks.

Use projen when an agent should synthesize and refresh repository boilerplate from one canonical project definition instead of hand-editing many config files.

Tracks and enforces code coverage using Codecov API, lcov, and Istanbul/nyc. Generates coverage reports, detects regressions, and blocks PRs below threshold.

Synchronizes Datadog monitor definitions between environments using the Datadog API v2 monitors endpoint. Supports diff-based updates, tag filtering, and Terraform state reconciliation.

Executes Apify cloud actors for structured web scraping with automatic dataset export to S3. Supports actor input schema validation and webhook-based run completion notifications.

Run staged evaluations against a Claude Code plugin to verify that skills, agents, commands, hooks, and MCP components trigger when they should.

Validates OpenAPI 3.x specifications using the swagger-parser library and generates Prism mock servers. Detects schema inconsistencies, missing examples, and generates SDK client stubs via openapi-generator.

Monitors Docker Compose service health using the Docker Engine API (/containers/{id}/json) and docker-compose ps parsing. Tracks container restart counts via the RestartCount field and logs analysis through the /containers/{id}/logs endpoint.

Clean exported Kubernetes manifests by removing status and other runtime-generated fields before diffing, review, or migration work.

Tests Prometheus alerting rules against historical metrics using promtool and the Prometheus HTTP API query_range endpoint. Validates PromQL expressions, simulates alert firing, and checks routing configurations.

Validates Jenkinsfile declarative and scripted pipelines using the Jenkins Pipeline Linter API endpoint. Checks for deprecated step usage, security anti-patterns, and Groovy sandbox violations.

Hookdeck CLI is Hookdeck’s official command-line tool for forwarding webhooks to localhost, managing event gateway resources, and running an MCP server for agent workflows. It is useful when you need repeatable webhook testing, local event inspection, and a bridge between webhook infrastructure and agent tooling.

SWC (Speedy Web Compiler) is a Rust-based JavaScript and TypeScript compiler that is 20x faster than Babel on a single thread and 70x faster on four cores. It handles transpilation, minification, and bundling, and powers major tools including Next.js, Parcel, and Rspack.

Creates project scaffolds from Cookiecutter templates with interactive variable resolution. Integrates with cruft for template drift detection and copier for advanced multi-template composition.

Uses mail-parser-reply to isolate the newest human reply from text email threads while removing quoted history, signatures, and common disclaimers. This is useful when an agent needs the actionable part of an inbound email before routing, summarizing, or creating follow-up tasks.

Give Claude Code local command access to Reminders, Calendar, Contacts, Notes, Mail, and tmux for workflow-aware personal ops on macOS.

Read a Lark Minutes transcript, extract explicit and implied follow-ups, then let the agent execute selected tasks instead of leaving them as notes.

Use photo-cli when an agent needs to normalize a local photo archive by reading capture metadata, reverse geocoding locations, and rebuilding a cleaner folder structure without moving into a hosted photo platform.

SonarQube Code Analysis is built around SonarQube code quality platform. The underlying ecosystem is represented by SonarSource/sonarqube (10,357+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like quality gates, issues API, measures, coverage, hotspots, branches and preserving the […]

Feroxbuster is a high-performance content discovery tool written in Rust that performs forced browsing attacks to enumerate hidden files, directories, and endpoints on web servers. It features recursive scanning, smart filtering, and extensive output options.

changedetection.io is an open-source, self-hosted tool for monitoring websites for content changes, price drops, restock alerts, and defacement detection. It supports visual selectors, browser automation via Playwright, and delivers notifications through Discord, Slack, Telegram, email, webhooks, and dozens more channels.

Queries the Jenkins REST API /job/{name}/lastFailedBuild/api/json and /consoleText to diagnose pipeline failures. Parses Blue Ocean API /blue/rest/organizations for stage-level timing and error classification.

Katana by ProjectDiscovery is a fast, configurable web crawling and spidering framework written in Go. It supports standard and headless browser modes, JavaScript parsing, automatic form filling, and structured output for feeding into security and data pipelines.

Use CodSpeed when an agent needs benchmark runs compared in CI and surfaced on pull requests before performance regressions merge.

Formbricks is an open source survey platform and privacy-first experience management solution. Create in-app, website, link, and email surveys to gather user and customer insights at every point of their journey.

Reads Apache Parquet files using PyArrow and bulk-loads them into PostgreSQL via psycopg2 COPY protocol. Handles schema mapping, partitioned datasets, and incremental upserts with conflict resolution.

Coordinates remediation playbooks with AWS Systems Manager Automation, Incident Manager, and CloudWatch alarm context for repeatable operational recovery. Useful for agents that need to recommend or launch the right runbook when alarms cross into known failure territory.

Linkwarden is an open source bookmark and web archiving platform for saving, organizing, and preserving research material. It captures screenshots, PDFs, and archived page copies, adds reader and annotation features, and supports shared collections for teams.

Rclone is an open-source command-line program to sync files and directories to and from over 70 cloud storage providers including Google Drive, S3, Dropbox, Azure, OneDrive, and Backblaze B2. Often called the Swiss Army knife of cloud storage, it handles copy, sync, mount, and serve operations with encryption support.

Create Microsoft Entra Agent Identity blueprints, principals, and agent identities with the right beta Graph permissions, sponsor rules, and sidecar-based auth patterns.

Generates complete WordPress block theme structures using theme.json v3, block patterns via register_block_pattern(), and template parts. Produces FSE-ready themes with proper style variations, typography presets, and wp_enqueue_block_editor_assets integration.

Fly.io Deployment Helper is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]

Generates custom Gutenberg blocks using @wordpress/create-block and the Block API v2. Configures block.json metadata, InspectorControls, and server-side render callbacks with register_block_type.

Rod is a high-level Go library built directly on the Chrome DevTools Protocol for web automation and scraping. It provides thread-safe, chained-context operations with auto-wait, headless browser debugging, and 100% CI test coverage.

A fast and user-friendly alternative to the find command, written in Rust. fd provides intuitive syntax, regex and glob support, colorized output, parallel execution, and automatic .gitignore awareness.

Nuclei is a high-performance vulnerability scanner by ProjectDiscovery that uses simple YAML-based templates to detect security issues across applications, APIs, networks, DNS, and cloud configurations. With 27k+ GitHub stars and 12,000+ community-contributed templates, it is the go-to tool for modern vulnerability assessment.

An agent skill built on eSpeak NG, the open-source formant-based speech synthesizer supporting over 100 languages and accents. Provides fast, lightweight text-to-speech synthesis via CLI and library API, with phoneme output, SSML support, and MBROLA voice integration for improved naturalness.

Grist is an open-source modern relational spreadsheet that combines the flexibility of a spreadsheet with the robustness of a database. It supports Python formulas, a REST API, self-hosting via Docker, and AI-powered formula assistance.

Mastra is an open-source TypeScript framework for building AI-powered applications and agents. Created by the team behind Gatsby, it provides model routing across 40+ providers, graph-based workflows, human-in-the-loop suspension, and MCP server authoring in a single cohesive package.

Creates video thumbnail mosaics and sprite sheets using FFmpeg filters and the fluent-ffmpeg Node.js wrapper. Generates contact sheets, animated GIF previews, and WebVTT thumbnail tracks.

Debugs Tekton pipeline failures by querying TaskRun and PipelineRun status via kubectl and the Tekton Results API. Extracts step container logs, identifies parameter resolution errors, and suggests workspace volume fixes.

Cheerio is a long-running Node.js library for parsing and manipulating HTML and XML with a jQuery-like API. It is widely used in scraping, extraction, and content transformation pipelines where developers need fast server-side DOM traversal without a browser runtime.

Compiles and validates custom Semgrep SAST rules using the semgrep-core engine. Tests pattern matching against sample codebases and generates rule performance benchmarks with p/ci rulesets.

Builds integration handoffs around n8n primitives like the Webhook node, HTTP Request node, and execution data inspection. Great for connecting event sources, transforming payloads, and making low-code workflows behave more like reliable integration middleware.

Lefthook is a fast, dependency-free Git hooks manager written in Go that runs pre-commit, pre-push, and custom hook commands in parallel. It integrates with Node.js, Ruby, Python, and any other project type through a simple YAML configuration.

Vue.js is a progressive JavaScript framework for building user interfaces with an incrementally adoptable architecture, reactive data binding, and a rich ecosystem including Vue Router, Pinia, and Vite.

librosa is a Python library for audio and music analysis. It provides tools for feature extraction, spectral analysis, beat tracking, onset detection, and audio visualization, built on top of NumPy and SciPy for scientific audio computing.

watchexec is a standalone file-watching tool written in Rust that automatically executes commands when it detects file modifications. It respects .gitignore rules, coalesces rapid filesystem events, and works cross-platform without requiring any language runtime.

Use Miniflux to run a minimalist self-hosted feed reader with a clean web UI, webhooks, and API integrations. This skill helps agents subscribe to sources, organize categories, and automate article triage or downstream alerting from RSS, Atom, and JSON feeds.

Scan container images, filesystems, and SBOMs for known vulnerabilities using Anchore Grype. Supports major OS package ecosystems and language-specific packages with EPSS risk scoring and OpenVEX filtering.

Traces job dependency chains in GitLab CI pipelines using the GitLab Jobs API and pipeline graph endpoints. Detects bottleneck stages that block parallel execution and suggests DAG refactoring. Integrates with the GitLab Merge Requests API to post optimization reports as MR comments.

Open a rendered page, describe the fields you want, and return structured data without hand-maintaining brittle selectors.

Generates cy.intercept() stubs from recorded HAR files for deterministic E2E tests. Uses cy.session() for authentication caching and cy.origin() for cross-origin testing workflows.

Connects to bank accounts via Plaid Link SDK and retrieves transaction data using the Plaid Transactions API. Supports account balance polling, institution search, and webhook-driven sync.

Uses Git Town to keep a branch stack healthy by syncing with the main branch, rebasing dependent branches in order, opening or updating pull requests, and cleaning up after merge. Best when an agent needs repeatable multi-branch workflow control instead of improvising long git command chains.

Run Kubernetes security and compliance scans against manifests or live clusters before rollout or audit.

Uses metascraper to turn a URL plus its fetched HTML into normalized fields such as title, description, author, date, publisher, and lead image. This is useful when an agent needs reliable preview or briefing data from a page without building a custom parser for every site.

Turn an APK into readable Java or decompiled source artifacts so an agent can inspect behavior before deeper reverse-engineering or triage.

Run Claude Code, Codex, Cursor, or similar local agent CLIs inside a host-local sandbox that learns required access and blocks everything else by default.

Analyzes npm package dependency trees using npm-registry-fetch, pacote, and arborist APIs. Detects circular dependencies, license conflicts, and bundle size impacts via bundlephobia API.

Check a repository against OpenSSF security heuristics before you trust it as a dependency, approve it for use, or ship from it.

Diagnoses Terraform state issues using terraform state commands, the Terraform Cloud API, and HCL parser. Detects drift, orphaned resources, and state lock conflicts across workspaces.

Redocly CLI is an all-in-one OpenAPI utility that lints, validates, bundles, and generates documentation from API descriptions. It supports OpenAPI 3.2, 3.1, 3.0, Swagger 2.0, AsyncAPI 3.0, and Arazzo 1.0 with customizable rulesets for API governance.

Lets an agent split a large pytest suite into timing-balanced shards so parallel CI lanes finish faster and with less variance.

Structured publishing workflow for WordPress drafts, metadata, and content operations.

Create or improve welcome, nurture, onboarding, re-engagement, and other lifecycle sequences with a clear purpose for each email.

Scans CircleCI config.yml for orb version conflicts and breaking changes using the CircleCI Orbs Registry API. Validates executor configurations against circleci/docker and circleci/node orb specs.

Orchestrates parallel cross-browser testing across Selenium Grid nodes using WebDriver RemoteConnection API. Supports Chrome, Firefox, and Edge with configurable DesiredCapabilities for each browser matrix.

CronitorCLI is Cronitor’s open-source command-line tool for syncing cron jobs, sending telemetry pings, and wrapping commands with execution monitoring. It fits monitoring-heavy agent runbooks where scheduled jobs, server tasks, and long-running commands need explicit visibility.

Investigates anomalous patterns in AWS CloudWatch Logs using the CloudWatch Logs Insights API and CloudWatch Anomaly Detection. Correlates log spikes with deployment events via AWS CodeDeploy API.

Inspects and debugs OAuth 2.0 authorization flows including PKCE, client credentials, and device code grants. Uses jose JWT library and node-fetch to validate tokens, decode claims, and trace redirect chains.

BackstopJS gives agents a repeatable way to capture reference screenshots, compare UI states, and flag visual regressions before changes ship. This skill centers on the real BackstopJS project and turns browser-based layout comparison into a structured QA workflow for web teams.

Introspects GraphQL APIs via the __schema query and maps type relationships, deprecated fields, and circular references. Generates SDL exports, TypeScript types via graphql-codegen, and schema diff reports between versions.

markdownify is a Python library that converts HTML content to clean Markdown text. It supports tag filtering, heading styles, custom converters, and code language detection, making it essential for content extraction and document transformation pipelines.

Scans codebases for hardcoded secrets using HashiCorp Vault SDK and truffleHog patterns. Integrates with Vault Transit engine for automatic secret rotation and re-encryption of detected credentials.

Enable AI agents to interact with Memos, an open-source self-hosted note-taking tool with REST and gRPC APIs. Agents can create, search, tag, and retrieve memos programmatically for knowledge management and quick capture workflows.

Queries the Linear GraphQL API to list open issues by team, priority, and cycle, then applies configurable triage rules to auto-assign or escalate. Generates sprint plan drafts scored against velocity and team capacity from Linear projectMilestone and workflowState data.

A fast, configurable secrets scanner built by the creator of Gitleaks and backed by Aikido Security. Betterleaks detects leaked passwords, API keys, and tokens in git repositories, directories, and stdin with CEL-based validation and parallelized scanning.

Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.

Optimizes internal linking structure using Screaming Frog SEO Spider XML exports and NetworkX graph analysis. Identifies orphan pages, calculates PageRank distribution, and suggests anchor text improvements.

Nuxt is a Vue.js meta-framework providing server-side rendering, static site generation, file-based routing, auto-imports, and a powerful module system for building performant full-stack web applications.

LangChain MCP Server is built around LangChain framework for LLM applications. The underlying ecosystem is represented by langchain-ai/langchainjs (17,321+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like chains, tools, prompts, agents, retrievers, vector stores, callbacks and preserving […]

Uses Puppeteer to control Chrome and Firefox through the DevTools Protocol or WebDriver BiDi for screenshots, PDF generation, scraping, and browser workflow automation. Best when you want a well-known JavaScript automation library with straightforward installation and deep control over browser pages.

Chrome MCP Server uses a Chrome extension and local bridge to expose your everyday browser to MCP-compatible agents. It is designed for workflows where an agent should reuse real tabs, existing login state, browser history, bookmarks, and native Chrome APIs instead of launching a separate automation browser.

GitUI is a fast terminal-based user interface for Git written in Rust. It provides keyboard-driven staging, committing, branching, stashing, and log browsing with async Git operations that outperform other terminal Git clients on large repositories.

Analyzes and enhances Stable Diffusion prompts using the Automatic1111 WebUI API /sdapi/v1/txt2img endpoint. Applies prompt weighting, negative prompt generation, and A1111-specific syntax like (keyword:weight).

GoatCounter is an open source analytics platform for privacy-friendly pageview tracking, referrer reporting, and lightweight site stats. It can be used as a hosted service or self-hosted, and it supports JavaScript, backend API, and logfile-based ingestion paths.

CircleCI MCP Server is built around CircleCI continuous integration platform. The underlying ecosystem is represented by circleci/circleci-docs (842+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like CircleCI API v2, Insights API, workflows, jobs, test metadata, artifacts and […]

Use notebooklm-mcp-cli when an agent needs to search NotebookLM notebooks, add sources, run notebook queries, and retrieve generated study artifacts without leaving an MCP workflow.

Copy data between any databases with a single CLI command using Ingestr. Supports 50+ sources and destinations including PostgreSQL, MySQL, BigQuery, Snowflake, DuckDB, MongoDB, and S3.

Scan Python requirements and environments for known vulnerable or malicious packages before they move further through delivery or promotion workflows.

Detects infrastructure drift by running terraform plan -detailed-exitcode and parsing the JSON output via terraform show -json. Categorizes drift by resource type and generates targeted terraform apply plans for reconciliation.

Evidence is an open-source framework for building data products with SQL and Markdown. It generates interactive dashboards and reports as static sites, providing a code-driven alternative to drag-and-drop BI tools with version control and reproducibility built in.

Capture volatile and persistent Unix-like system artifacts quickly before evidence disappears or responders start changing the host.

Reads unread Slack messages from specified channels using the conversations.history API, extracts action items and questions, routes tasks to the right person based on mention patterns, and posts a daily digest summary to a designated summary channel via the Slack Web API.

Orchestrates OWASP ZAP active and passive scans against REST and GraphQL endpoints using ZAP’s Python API client. Generates DAST reports with CWE mappings and suggests WAF rule configurations.

Generates Software Bill of Materials using Syft for container images and matches components against the NVD CVE database via OSV.dev API. Outputs CycloneDX and SPDX formats for supply chain compliance.

A simple terminal user interface for git commands built with Go. lazygit provides interactive staging, rebasing, conflict resolution, and branch management through an intuitive TUI that replaces arcane git command sequences with keyboard-driven workflows.

Validates CSV files against JSON Schema definitions using AJV and csv-parse. Automatically detects and repairs type mismatches, missing required columns, and encoding issues with configurable strictness levels.

Zammad is a self-hosted, open-source helpdesk and customer support system with email, chat, phone, Twitter, and Telegram channel integration. It provides a REST and GraphQL API for ticket management, user administration, and workflow automation.

Turn an existing Haystack pipeline into an HTTP or MCP endpoint without building and maintaining a custom wrapper service.

Scans npm dependencies for known vulnerabilities using the npm audit JSON API and the OSV.dev REST API (api.osv.dev/v1/query). Cross-references findings with the GitHub Advisory Database (GHSA) for severity scoring.

Use PR-Agent when an agent should run an automated pull request review pass with summaries, comments, improvement prompts, or ask-mode follow-ups before human merge review.

ripgrep (rg) is a line-oriented search tool that recursively searches directories for regex patterns while respecting .gitignore rules. Written in Rust, it outperforms grep, ag, and ack on large codebases by significant margins and supports Unicode by default.

KrakenD is an ultra-high performance, stateless, declarative API Gateway written in Go. It helps adopt microservices architecture with content aggregation, rate limiting, security policies, and telemetry integration.

Creates dynamic Buildkite pipelines using the Buildkite REST API and pipeline upload mechanism. Implements conditional step generation based on file change detection via git diff.

Stream meeting transcripts into searchable conversation memory so agents can read live or post-meeting context before drafting follow-ups or taking action.

Use the gh-issues workflow to fetch filtered GitHub issues, spawn sub-agents for fixes, open PRs, and follow review comments. This is a bounded backlog-to-PR operator loop, not a general GitHub product listing.

Tera is a powerful template engine for Rust inspired by Jinja2 and Django templates. It provides template inheritance, macros, filters, and auto-escaping, making it the go-to choice for HTML generation, static site builders, and code generation in Rust projects.

fzf is a general-purpose command-line fuzzy finder written in Go. It works as an interactive filter for any list — files, command history, processes, git branches, bookmarks — using a fuzzy matching algorithm that tolerates omitted characters and typos.

Builds CloudWatch Logs Insights queries and metric alarms using AWS SDK v3 (@aws-sdk/client-cloudwatch-logs, @aws-sdk/client-cloudwatch). Generates cross-account observability dashboards with CloudWatch Metrics Insights.

Queries PostgreSQL system catalogs pg_stat_activity, pg_stat_user_tables, and pg_locks to diagnose performance issues. Analyzes slow queries via pg_stat_statements and checks vacuum status through pg_stat_all_tables autovacuum columns.

Generates project scaffolds using Cookiecutter templates from GitHub repositories or local directories. Automates cookiecutter.json variable prompting and post-generation hook execution.

Generates Grafana dashboards programmatically using Grafonnet (jsonnet), the Grafana HTTP API, and grafana-toolkit. Supports multi-datasource panels with Prometheus, Loki, and Tempo queries.

Optimizes content against Surfer SEO’s NLP-based recommendations via the Surfer API /v1/content_editors endpoint. Analyzes keyword density, heading structure, and semantic term coverage for target SERP ranking.

Builds configurable data extraction pipelines using Cheerio for server-side DOM parsing with CSS selector chains. Supports JSONPath output mapping, pagination following, and schema validation via Ajv.

Jenkins MCP Server is built around Jenkins automation server. The underlying ecosystem is represented by jenkinsci/jenkins (25,122+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like jobs, builds, buildWithParameters, console logs, artifacts, pipeline stages and preserving the operational […]

This ASE skill uses ghz to run repeatable gRPC load tests from proto files, protosets, or server reflection. An agent can replay request fixtures at controlled concurrency, capture latency and error rates, and export machine-readable reports for regression checks or performance investigations.

Use Camofox Browser to route agent browser work through an anti-detection browser server with stable element refs, snapshots, cookies, proxies, and session isolation.

Generates image variations and edits using the OpenAI Images API (DALL-E 3 and gpt-image-1). Manages prompt engineering for consistent style, handles mask-based inpainting, and outputs multiple sizes with quality presets.

Optimizes GitLab CI/CD merge trains via the GitLab REST API v4 (/api/v4/projects/{id}/merge_trains). Analyzes pipeline durations, identifies bottleneck stages, and recommends DAG-based job dependencies for parallel execution.

Analyzes NPM package changelogs and release notes using the NPM Registry API and GitHub Releases API. Detects breaking changes, security patches, and dependency conflicts across package upgrade paths.

Manages Datadog monitors and dashboards via the Datadog API v2. Lists triggered monitors, mutes/unmutes alert groups, and queries metric timeseries. Supports composite monitors and SLO tracking.

Use check-jsonschema when an agent needs to catch broken GitHub Actions, Renovate, Azure Pipelines, and other schema-backed config files before they hit CI. The agent picks the right schema hook, validates the changed files, and reports the exact key or structure that drifted from the contract.

WXT is an open-source, next-generation framework for building browser extensions. It supports all browsers, both Manifest V2 and V3, and provides dev mode with HMR, file-based entrypoints, TypeScript, auto-imports, and automated publishing.

Microsoft Learn MCP Server gives agents and IDE assistants direct access to official Microsoft documentation and code samples through a hosted MCP endpoint. It is built to reduce hallucinations around Azure, .NET, Microsoft 365, and other Microsoft platforms by grounding answers in first-party docs.

Validates REST APIs against their OpenAPI 3.x specifications using swagger-parser and Spectral linter rules. Checks response schemas, parameter types, authentication requirements, and generates compliance reports.

Uses kubeconform to validate Kubernetes manifests against versioned schemas before anything touches a cluster. The agent can review rendered Helm output, raw manifests, or PR diffs and return invalid resources, missing schemas, and strict-mode failures without requiring live cluster credentials.