SwarmClaw AI

Create, edit, improve, or audit skills for SwarmClaw agents. Use when creating a new skill from scratch or when asked to improve, review, audit, tidy up, or clean up an existing skill or SKILL.md file. Also use when editing or restructuring a skill directory. Triggers on phrases like "create a skill", "author a skill", "tidy up a skill", "improve this skill", "review the skill", "clean up the skill", "audit the skill".

SwarmClaw is an AI agent runtime and orchestration platform for multi-agent systems.

Provides guidance for solving tasks resourcefully by escalating through skills and tools.

Delegate coding tasks to external coding agents via shell for efficient development.

GitHub operations via `gh` CLI: issues, PRs, CI runs, code review, API queries. Use when: (1) checking PR status or CI, (2) creating/commenting on issues, (3) listing/filtering PRs or issues, (4) viewing run logs. NOT for: local git operations (use git directly), non-GitHub repos, or cloning (use git clone).

Generate images using OpenAI's Images API with batch processing and gallery output.

Use when working with a SwarmVault knowledge vault (raw/, wiki/, swarmvault.schema.md). Establishes schema-first conventions and prefers graph queries over broad search.

Generate and edit images using Gemini 3 Pro Image with ease.

Self-hosted runtime for autonomous AI agents with memory, skills, and delegation.

Edit or create PDFs using natural-language instructions with the nano-pdf CLI.

Leverage Google Workspace CLI (`gws`) for efficient management of Drive, Docs, Sheets, Gmail, Calendar, and Chat.

Summarize or extract text/transcripts from URLs, podcasts, YouTube videos, and local files using the summarize CLI. Use when asked to summarize a link, article, video, or file, or to transcribe a YouTube video.

SwarmVault is a local-first knowledge vault for managing markdown, graphs, and various artifacts from diverse sources.