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Agent skill

Visual Flow Gif

by AI-Builder-Club in AI-Builder-Club/skills

Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer.

No licenceAuto-check passedMedia & Creative

Install Visual Flow Gif

skills CLI
$ npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install AI-Builder-Club/skills visual-flow-gif --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/AI-Builder-Club/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/visual-flow-gif .claude/skills/visual-flow-gif && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
visual-flow-gif
GitHub stars
1.3k
Token cost
~845 tokens
SKILL.md length
389 words
Files
6 (incl. scripts, references, assets)
Skills in repo
11
Repo updated
First seen
Licence
None found

At a glance

Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer.

  • Works in 4 steps: Read the source material and identify… → Create a JSON spec. → Render the diagram. → …
  • The user wants to turn source material into a static PNG + animated GIF diagram
  • SKILL.md covers Workflow, Style Guide and Quality Bar
  • Runs Python scripts from its folder; calls python3

What it does

Visual Flow Gif is an agent skill from AI-Builder-Club/skills. 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.

Its SKILL.md is about 850 tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including scripts, reference files and assets (for example `assets/dark-spec.json`, `assets/default-spec.json` and `references/spec-format.md`).

It sits in Media & Creative, covering Social media graphics and Diagrams. It works with Python. The repository describes itself as: Codebase harness + loop engineer.

When your agent uses it

  • The user wants to turn source material into a static PNG + animated GIF diagram
  • Tasks that involve Social media graphics
  • Tasks that involve Diagrams

Example prompts

  • “/visual-flow-gif”

Requirements

  • Python 3

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Read the source material and identify the system.
  2. Create a JSON spec.
  3. Render the diagram.
  4. Inspect the PNG and GIF before delivery.

What it can do on your machine

Read from SKILL.md and the folder at commit 917780c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Visual Flow Gif loads about 845 tokens when it runs, and up to ~1.8k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 389 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~845
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.8k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 389 words (~845 tokens).

“Use this skill when a user wants to turn source material into a clear animated flow diagram.”

— opening of SKILL.md by AI-Builder-Club
name
visual-flow-gif
user_invocable
true

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, references, assets) in skills/visual-flow-gif of AI-Builder-Club/skills.

  • SKILL.md
  • assets/dark-spec.json
  • assets/default-spec.json
  • references/spec-format.md
  • requirements.txt
  • scripts/render_animated_gif.py

Open the folder on GitHubat commit 917780c

Compare with similar skills

Visual Flow Gif next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Visual Flow Gif compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Visual Flow Gif this skillAI-Builder-Club/skills1.3k—~845Automated safety check: PassNone
Archscribelazypay/Archscribe359—~1.9kAutomated safety check: PassMIT
Slack GIF Creatoranthropics/skills180k29 repos~2kAutomated safety check: PassApache-2.0
Guizang Material Illustrationop7418/guizang-material-illustration1.2k—~1.6kAutomated safety check: PassNone
Smart Illustratoraxtonliu/smart-illustrator564—~1.8kAutomated safety check: PassMIT
Space Image StudioSpaceZephyr/design-buddy176—~2kAutomated safety check: PassNone

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  • Slack GIF Creator

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Works with

Categories

Questions about Visual Flow Gif

What does Visual Flow Gif do?

Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer. Visual Flow Gif is an agent skill from AI-Builder-Club/skills. Create animated flow diagrams from articles, workflow notes, architecture sketches, or process descriptions using a JSON specification and a local Python/Pillow renderer.

When should I use Visual Flow Gif?

Visual Flow Gif fits situations like: the user wants to turn source material into a static PNG + animated GIF diagram; tasks that involve Social media graphics; tasks that involve Diagrams.

How do I install Visual Flow Gif in Claude Code?

Run `npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a claude-code`. Or copy the skill folder (skills/visual-flow-gif in AI-Builder-Club/skills) into .claude/skills/visual-flow-gif in your project. Claude Code loads it when a task matches its description.

How do I install Visual Flow Gif in Codex?

Run `npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a codex`. Or copy the skill folder (skills/visual-flow-gif in AI-Builder-Club/skills) into .agents/skills/visual-flow-gif in your project. Codex loads it when a task matches its description.

Can I use Visual Flow Gif in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AI-Builder-Club/skills --skill visual-flow-gif -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/visual-flow-gif, .gemini/skills/visual-flow-gif, .github/skills/visual-flow-gif and .opencode/skills/visual-flow-gif in your project.

What does Visual Flow Gif need to run?

Going by SKILL.md and its folder, Visual Flow Gif needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Visual Flow Gif access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Visual Flow Gif safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Visual Flow Gif use?

No licence was found for Visual Flow Gif or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Visual Flow Gif use?

About 845 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 948 tokens, read only when the agent opens those files.

What are the alternatives to Visual Flow Gif?

Skills that share tags, products or a category with Visual Flow Gif: Archscribe (lazypay/Archscribe, 359 stars), Slack GIF Creator (anthropics/skills, 180k stars), Guizang Material Illustration (op7418/guizang-material-illustration, 1.2k stars) and Smart Illustrator (axtonliu/smart-illustrator, 564 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Visual Flow Gif?

AI-Builder-Club (a GitHub organization) maintains it in AI-Builder-Club/skills, which has 1,288 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 15, 2026.

Source: AI-Builder-Club/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.