SwarmClaw AI

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).

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

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

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

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

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".

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

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

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.

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

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

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