claude-skill

animaworks

Name: animaworks
Author: xuiltul

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

268 stars+2★ this week46 forksPythonUpdated 10/23/2026100% free · open source

What it does

Animaworks lets you define and run autonomous AI agents as code, giving each agent a brain‑inspired memory that can grow, consolidate, and forget across runs.

When to use it

•You need multiple AI agents (e.g., Claude, Gemini, Ollama) to work together on a complex workflow without manually stitching prompts.
•You want a persistent, queryable memory for each agent that survives restarts and can be pruned automatically.
•You prefer a declarative YAML/JSON definition of agents and their interactions instead of writing custom glue code.

Ready-to-paste prompt

In the UI’s chat box type:
```
@planner What data schema should the TODO API expose?
```

Heads up: Animaworks requires each model’s API key to be set as an environment variable prefixed with `ANIMAWORKS_`; forgetting to export the key (e.g., `ANIMAWORKS_CLAUDE_KEY`) will cause a runtime 401 error.

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/animaworks && curl -fsSL https://workflowstacks.com/api/skills/animaworks/claude-skill -o ~/.claude/skills/animaworks/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

80.2M

source size

Apache-2.0

license

Key files

main.py

pyrightconfig.json

README_ja.md

README_ko.md

README_zh.md

README.md

File tree

.claude/

.github/

assets/

benchmarks/

cli/

core/

demo/

deploy/

docker/

docs/

scripts/

server/

swe/

templates/

tests/

.env.example

.git-blame-ignore-revs

.gitignore

.mailmap

.mcp.json

.python-version

CHANGELOG.md

CONTRIBUTING.md

docker-compose.yml

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/animaworks && curl -fsSL https://workflowstacks.com/api/skills/animaworks/claude-skill -o ~/.claude/skills/animaworks/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

xuiltul

Language

Python