Visual flow gif
Codebase harness + loop engineer
npx -y skills add AI-Builder-Club/skills --skill visual-flow-gifAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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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.
SKILL.md
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Visual Flow GIF
Use this skill when a user wants to turn source material into a clear animated flow diagram.
The output should include:
- A static PNG diagram.
- An animated GIF with visible motion.
- The JSON spec used to render the diagram when useful for later edits.
Workflow
-
Read the source material and identify the system.
- Inputs, outputs, actors, modules, tools, stores, and feedback loops.
- Main steps, decision points, shared artifacts, and arrow direction.
- Any visual constraints from a reference image.
-
Create a JSON spec.
- Start from
${CLAUDE_PLUGIN_ROOT}/skills/visual-flow-gif/assets/default-spec.jsonfor the default light theme. - Start from
${CLAUDE_PLUGIN_ROOT}/skills/visual-flow-gif/assets/dark-spec.jsononly when the user asks for a dark version. - Use short English labels unless the user asks for another language.
- Use explicit
x,y,w, andhvalues for predictable layout. - Use custom multi-point paths for routed arrows. Corners are rounded by default.
- Add important modules to
animation.pulses; pulse highlights are strong by default. - See
${CLAUDE_PLUGIN_ROOT}/skills/visual-flow-gif/references/spec-format.mdfor field details.
- Start from
-
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 \
--check
- Inspect the PNG and GIF before delivery.
- Text is readable and not clipped.
- Labels and arrows do not overlap important content.
- Arrow directions match the source material.
- The GIF has visible motion.
- Pulse highlights are clearly visible in both light and dark modes.
- The full system fits inside the frame.
Style Guide
- Prefer a clean technical diagram with a lightweight editorial feel.
- Use the light theme by default.
- Use the dark theme only when the user asks for a dark version.
- Prefer Excalifont when available; the renderer falls back automatically.
- Keep important labels bold enough to scan quickly.
- Use rounded routed arrows instead of hard right-angle turns.
- Use color to separate roles:
- Blue for core process areas.
- Green for active loops, tools, memory, or operational panels.
- Purple for shared layers, archives, or internal systems.
- Red for friction, risk, warnings, or signals.
- Keep node labels short and concrete.
- Do not invent structure, metrics, claims, or arrow direction that is not present in the source.
Quality Bar
Always run with --verify --check before delivery.
--verify prints sampled frame differences so the GIF animation can be confirmed.
--check validates that:
- PNG and GIF files exist.
- Output dimensions match the spec.
- GIF frame count matches the spec.
- Sampled frames contain visible motion.