agent-context-audit
Audit a repo's agent context — CLAUDE.md files, codebase docs, skills, and tool/MCP designs — against Anthropic's Claude 5…
Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer. Use when the user wants to turn source material into a static PNG + animated GIF diagram.
Claude Code
$ npx -y skills add AI-Builder-Club/skills --skill visual-flow-gif --agent claude-code
Codex
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a codex -y
Cursor
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a cursor -y
Gemini CLI
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a gemini-cli -y
GitHub Copilot
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a github-copilot -y
OpenCode
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a opencode -y
Windsurf
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a windsurf -y
name: visual-flow-gif description: Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer. Use when the user wants to turn source material into a static PNG + animated GIF diagram. user_invocable: true
Use this skill when a user wants to turn source material into a clear animated flow diagram.
The output should include:
1. Read the source material and identify the system.
2. Create a JSON spec.
3. Render the diagram.
Requires Python 3.10+ and Pillow 10+. If Pillow is missing, install it first: `python3 -m pip install -r ${CLAUDE_PLUGIN_ROOT}/skills/visual-flow-gif/requirements.txt`
python3 ${CLAUDE_PLUGIN_ROOT}/skills/visual-flow-gif/scripts/render_animated_gif.py \
--spec /path/to/spec.json \
--outdir /path/to/output \
--basename diagram \
--verify \
--check4. Inspect the PNG and GIF before delivery.
Always run with `--verify --check` before delivery.
`--verify` prints sampled frame differences so the GIF animation can be confirmed.
`--check` validates that:
A Claude Code plugin marketplace of the skills we share at for building loop engineers: agents that get triggered on their own, pick up work, ship it, verify it, and log what they learned, so the work compounds without you prompting every step.
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