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Prove it.**\n\nGaia is the open-source registry where AI agent capabilities aren't just claimed—they're verified through a public ledger of code-execution runs, license checks, and security audits.\n\n[![Validate](https://github.com/gaia-research/gaia-skill-tree/actions/workflows/validate.yml/badge.svg)](https://github.com/gaia-research/gaia-skill-tree/actions/workflows/validate.yml)\n[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](LICENSE)\n[![Website](https://img.shields.io/badge/Website-gaiaskilltree.com-f59e0b)](https://gaiaskilltree.com/)\n\n👉 **Claim your skill origin:** Run `curl -fsSL https://gaiaskilltree.com/install.sh | sh` and verify your first skill in under 2 minutes.\n\n\n# Get your badges! Some skills already curated.\n\n[![Gaia rank](https://gaiaskilltree.com/badges/_assets/mbtiongson1/rank.svg?repo=gaia-research%2Fgaia-skill-tree)](https://gaiaskilltree.com/u/mbtiongson1/)\u003cbr\u003e\n[![Gaia skills](https://gaiaskilltree.com/badges/_assets/mbtiongson1/skills.svg?repo=gaia-research%2Fgaia-skill-tree)](https://gaiaskilltree.com/u/mbtiongson1/)\n\nGenerate yours at **[gaiaskilltree.com/badges/](https://gaiaskilltree.com/badges/)**.\n\n**Brand \u0026 product:** [PRODUCT.md](PRODUCT.md) · [CONTEXT.md](CONTEXT.md) · [DESIGN.md](DESIGN.md)\n\n**Keywords:** AI Agent Skill Registry • Evidence-Backed Skill Graph • Capability Graph • Model Context Protocol • AI Agents • Attribution\n\n---\n\n# Who maintains this?\n\nRight now just me.\n\nTruth is, Gaia will exist even without anyone sending their skills.\n\nI built this because skills should be attributed to the people who proved them. Permanently, not just until the repo goes private.\n\nSo that means, its the developers who make skills maintaining this. I have a thorough curation process, and the dev community is evidence on why this works. As long as developers making skills exists, this registry will exist. This is open-source, so feel free to contribute! \n\n# The Gaia Skill Tree!\n\n\u003c!-- gaia:registry-start --\u003e\n```text\n◆ mattpocock/skills  [5★]\n  ├─ ◇ mattpocock/engineering  [4★]\n  │  ├─ ◇ devin-ai/autonomous-swe  [3★]\n  │  │  ├─ ○ garrytan/design-html  [3★]\n  │  │  ├─ ○ /code-execution\n  │  │  └─ ○ /error-interpretation\n  │  ├─ ○ addy-osmani/code-simplification  [3★]\n  │  ├─ ◇ garrytan/garrytan  [4★]\n  │  │  ├─ ○ /plan-decompose\n  │  │  └─ ○ ████████/ask-matt\n  │  ├─ ◇ mattpocock/to-prd  [3★]\n  │  │  ├─ ○ garrytan/retro  [3★]\n  │  │  └─ ○ /plan-decompose  (↑ see above)\n  │  ├─ ○ mattpocock/triage  [3★]\n  │  ├─ ◇ mattpocock/ubiquitous-language  [3★]\n\n◆ garrytan/gstack  [5★]\n  ├─ ○ garrytan/office-hours  [3★]\n  ├─ ○ garrytan/benchmark  [3★]\n  ├─ ◇ addy-osmani/code-review-and-quality  [3★]\n  │  ├─ ○ garrytan/design-html  [3★]\n  │  ├─ ○ /diff-content\n  │  └─ ○ garrytan/benchmark  [3★]  (↑ see above)\n  ├─ ○ pbakaus/impeccable  [4★]\n  ├─ ◇ garrytan/garrytan  [4★]\n  │  ├─ ○ /plan-decompose\n  │  └─ ○ ████████/ask-matt\n  ├─ ◇ garrytan/design-consultation  [3★]\n  │  ├─ ◇ ████████/stagehand\n  │  │  ├─ ○ /web-search\n  │  │  └─ ○ /computer-use\n\n(231 skills total — see docs/tree.md)\n```\n\u003c!-- gaia:registry-end --\u003e\n\n\n### How Skills Fuse\n\nDo a `gaia scan` and `gaia fuse` render in your terminal:\n\n```text\n  mattpocock/grill-me  ────────────┐\n                                   ├──▶  mattpocock/grill-with-docs  ◇\n  mattpocock/ubiquitous-language  ─┘\n```\n\nBasics fuse into Extras; Extras can fuse into Ultimates. Evidence powers each ascent.\n\n\u003e [!TIP]\n\u003e **New here?** The interactive tutorial at **[gaiaskilltree.com](https://gaiaskilltree.com/)** covers everything visually: skill tiers, the stars axis, The Initiate's Rite, and copy-paste commands.\n\n---\n\n## Stars\n\nGaia uses a tiered star system (**0★–6★**) to rank agent capabilities.\n\n| Symbol | Tier | Levels |\n|--------|------|--------|\n| ○ Basic | Primitive capability | 0★ → 4★ |\n| ◉ Unique | Mastery without fusion | 4★ → 6★ |\n| ◇ Extra | Composite workflow | 2★ → 4★ |\n| ◆ Ultimate | Platform capstone | 5★ → 6★ |\n\n## Evidence\n\n1. **Evidence Type** (provenance: one of 10 canonical types per the G7 Trust Taxonomy RFC\n\n`arxiv`\n`repo` or `repo-own`\n`github-stars`\n`github-stars-own`\n`peer-review`\n`social-signal`\n`proxy-containment`\n`benchmark-result`\n`verifier-attestation`\n`fusion-recipe`\n\n2. **Evidence Grade**\nS | A | B | C | ungraded\n\n4. **Trust Magnitude**\nThis is the evidence grade at the Skill level.\n\n\u003e **Detailed Policy:** See [META.md](META.md) for the full evidence methodology, ranking floors, and prestige requirements.\n\n\u003e **Public Trust Ledger:** The Trust Ledger ranks every named skill by computed Trust Magnitude — see [`docs/trust/ledger/`](docs/trust/ledger/) (deployed at \u003chttps://gaiaskilltree.com/trust/ledger/\u003e once the site rebuilds).\n\n---\n\n## API\n\nThe Gaia registry is available as a static read-only JSON API — no authentication, no rate limits.\n\n- **Base URL:** `https://gaiaskilltree.com/api/v1/`\n- **Docs:** [gaiaskilltree.com/api/](https://gaiaskilltree.com/api/)\n- **OpenAPI 3.1 spec:** [/api/v1/openapi.json](https://gaiaskilltree.com/api/v1/openapi.json)\n\nQuick examples:\n\n```bash\n# Health check\ncurl https://gaiaskilltree.com/api/v1/health.json\n\n# All skills (page 1, sorted by Trust Magnitude)\ncurl https://gaiaskilltree.com/api/v1/skills/index.json\n\n# Single skill detail\ncurl https://gaiaskilltree.com/api/v1/skills/garrytan/gstack.json\n\n# Trust leaderboard\ncurl https://gaiaskilltree.com/api/v1/leaderboard.json\n```\n\n---\n\n## Quickstart\n\n**1. CLI\n\n\u003c!-- gaia:version-start --\u003e\nCurrent Gaia CLI version: `5.11.15`.\n\n```bash\ncurl -fsSL https://gaiaskilltree.com/install.sh | sh\n```\n\nPython installation alternative:\n\n```bash\npip install gaia-cli\n```\n\u003c!-- gaia:version-end --\u003e\n\n\u003cdetails\u003e\n\u003csummary\u003epipx / Windows alternatives\u003c/summary\u003e\n\n**pipx:**\n```bash\nbrew install pipx\npipx install gaia-cli\n```\n\n**Windows** (PowerShell one-liner installer):\n```powershell\niex (irm https://gaiaskilltree.com/install.ps1)\n```\n\nManual Python/pip fallback (Windows):\n```powershell\npy -m pip install gaia-cli\n$env:PATH += \";\" + (python -c \"import sysconfig; print(sysconfig.get_path('scripts', 'nt_user'))\")\n```\n\n**Full Install (for devs)** (editable install with all extras):\n```bash\ngit clone https://github.com/gaia-research/gaia-skill-tree.git\ncd gaia-skill-tree\npip install -e \".[embeddings,dev,docs]\"\n```\n\nThe `dev` extra installs packaging/test tools such as `build` and `pytest`; without it,\npackaging-specific tests are skipped locally with guidance to install developer extras.\n\u003c/details\u003e\n\n**Update**\n```bash\ngaia update\n```\n\n**2. Init / Scan**\n\n```bash\ngaia init\n```\n\n```bash\ngaia scan\n```\n\nYour repo will be scanned for existing skills. Everything will be in `.gaia` folder.\n\n**3. Push to this repo!**\n\n```bash\ngaia push\n```\n\nA GitHub issue opens automatically. Don't worry, we thoroughly review every intake.\n\n**4. MCP Server**\n\n```bash\nclaude mcp add gaia -- npx @gaia-registry/mcp-server\n```\n\nIf you wanna be fancy and do all sorts of agentic MCP goodness.\n\n---\n\n## Interactive TUI\n\n```bash\ngaia\n```\nWill open all sorts of commands in a nice way.\n\n```bash\ngaia skills\n```\n\nNavigate skills:\n- **Fuzzy search** by name, description, or intent\n- **View tree** (`^T`) and **run scan** (`^G`) without leaving the TUI\n- **Install skills** with one keystroke\n- Keyboard-native: `↑↓` navigate · `Enter` install · `q` quit\n\n---\n\n## CLI Reference\n\n\u003c!-- gaia:cli-start --\u003e\n```text\nusage: gaia [-h] [--registry REGISTRY] [--global] [--version]\n            {help,init,scan,fetch,pull,update,install,uninstall,share,tree,push,propose,version,whoami,login,logout,reset,graph,stats,appraise,promote,fuse,lookup,path,dev,skills}\n            ...\n\nGaia Registry CLI\n\noptions:\n  -h, --help           show this help message and exit\n  --registry REGISTRY  Path to a local Gaia registry checkout. Defaults to auto-resolved local or\n                       global registry.\n  --global, -g         Use global GAIA_HOME registry, ignoring any local .gaia/ config.\n  --version, -v        Print the Gaia CLI version and exit.\n  --tui                Launch the TUI (Terminal User Interface).\n  --canon              Show canonical registry data instead of local-first view.\n\nGetting started:\n  gaia init [--user \u003cname\u003e] [--scan \u003cpath\u003e] [--yes] [-y]\n  gaia scan [--quiet]\n  gaia push [--dry-run] [--no-issue]\n  gaia                        Open command selector\n  gaia skills                 Launch skills explorer (TUI)\n\nDaily commands:\n  gaia tree [--named] [--title]\n  gaia promote [\u003cskillId\u003e] [--all] [--name \u003cname\u003e]\n  gaia appraise [\u003cskillId\u003e]\n  gaia stats\n  gaia pull\n  gaia fuse \u003cskillId\u003e [--name \u003cname\u003e]\n  gaia path \u003cskillId\u003e [--owned-only] [--json]\n  gaia lookup \u003cskillId\u003e\n  gaia graph [--format html|svg|json] [-o \u003cpath\u003e] [--no-open]\n  gaia propose [\u003cskillId\u003e] [--ultimate] [--target \u003cname\u003e] [--no-pr]\n\nSkills:\n  gaia skills \u003clist|search|info|install|uninstall\u003e\n  gaia skills list [--exclude-pending]\n  gaia skills search \u003cquery\u003e [--exclude-pending]\n  gaia skills info \u003cskill_id\u003e [--exclude-pending]\n  gaia skills install \u003cskill\u003e [--global | --local]\n  gaia skills uninstall \u003cskill_id\u003e\n\nShare:\n  gaia share [--user \u003cname\u003e] [-o \u003cpath\u003e] [--stdout]\n  gaia install \u003cbundle.json|url\u003e   Preview \u0026 install a shared tree (guided)\n\nUtilities:\n  gaia whoami\n  gaia login                    Sign in with GitHub (device flow)\n  gaia logout                   Sign out of GitHub (clears the local token)\n  gaia version\n  gaia update\n  gaia dev mcp\n  gaia dev release \u003cpatch|minor|major\u003e\n  gaia dev docs [--check]\n\nMaintainer commands:  gaia dev --help\n\n```\n\u003c!-- gaia:cli-end --\u003e\n\n---\n\n## MCP Server Full Instructions\n\n`@gaia-registry/mcp-server` connects Gaia to MCP-compatible agents (Claude Code, Cursor, VS Code, etc.).\n\n| Agent | Install |\n|-------|---------|\n| Claude Code | `claude mcp add gaia -- npx @gaia-registry/mcp-server` |\n| Any MCP client | Command: `npx`, args: `@gaia-registry/mcp-server` |\n\nSet `GAIA_USER=your-github-username` and optionally `GITHUB_TOKEN` for PR tools. See [`packages/mcp/`](packages/mcp/) for full docs and agent-specific config examples.\n\n---\n\n## Agent Discovery\n\nTo help AI agents and automated clients discover and crawl the registry programmatically:\n- **Registry graph:** [`/graph/gaia.json`](https://gaiaskilltree.com/graph/gaia.json)\n- **Named skills:** [`/named/`](https://gaiaskilltree.com/named/)\n- **Trust ledger:** [`/trust/ledger/`](https://gaiaskilltree.com/trust/ledger/)\n\n---\n\n## Repository Structure\n\n\u003c!-- gaia:layout-start --\u003e\n```text\nregistry/                 curated registry data and public generated catalogs\nregistry-for-review/      pending skill batch intake records\nskill-trees/              per-user skill-tree.json files\ngenerated-output/         ignored local scan and render output\ndocs/                     docs site\nsrc/gaia_cli/             Python CLI package\npackages/cli-npm/         npm wrapper package\npackages/mcp/             MCP server package\nscripts/                  validation, rendering, docs, and release helpers\ntests/                    Python test suite\n```\n\u003c!-- gaia:layout-end --\u003e\n\n---\n\n## Contributing\n\nGaia is a shared map of agent capabilities.\n\nCommon ways to help:\n- Review draft skills for clarity, overlap, and evidence quality.\n- Turn accepted reviews into concrete PRs (new skill, fusion, or reclassification).\n\nContribution steps: [CONTRIBUTING.md](CONTRIBUTING.md).\nFull policy/reviewer guidance: \u003chttps://gaiaskilltree.com/en\u003e.\n\n## Contributors\n\nThank you to everyone who has expanded the Gaia registry \u003c3 You are the best!\n\n### Core Team\n\n| Contributor | Role |\n|---|---|\n| [@mbtiongson1](https://github.com/mbtiongson1) | Creator and maintainer: graph design, CLI, MCP server, curation pipeline |\n| [@rico-tiongson](https://github.com/rico-tiongson) | Collaborator: early feature contributions and ongoing pair programming |\n| [@MariTiongson](https://github.com/MariTiongson) | Collaborator: English localization (`docs/en/`) translation and layout updates |\n| [@Juno](https://github.com/Juno) | Key contributor: graph browser expansion, function-calling skill, RAG pipeline evidence, and CLI DX improvements |\n| [@milim-gaia](https://github.com/milim-gaia) | Core marketing agent: SEO optimization, copywriting, and agentic discovery alignment |\n| [@nova-gaia](https://github.com/nova-gaia) | Core marketing agent: automated outreach campaigns, compliance, and ecosystem growth loops |\n\n### Named Skills\n\n| Developers | Skills |\n|---|---|\n| [@ruvnet](https://github.com/ruvnet) | 48 — agentdb, flow-nexus, hive-mind-coordination, browser, and 44 others |\n| [@garrytan](https://github.com/garrytan) | 47 — gstack ecosystem: browse, qa, ship, review, benchmark, learn, and 41 others |\n| [@google-deepmind](https://github.com/google-deepmind) | 37 — alphafold, alphagenome, ensembl, clinvar, foldseek, and 32 others |\n| [@mattpocock](https://github.com/mattpocock) | 34 — to-prd, triage, diagnose, tdd, zoom-out, grill-me, and 28 others |\n| [@obra](https://github.com/obra) | 12 — superpowers ecosystem: systematic-debugging, dispatching-parallel-agents, and 10 others |\n| [@addy-osmani](https://github.com/addy-osmani) | 9 — agent-skills, performance-optimization, test-driven-development, and 6 others |\n| [@intelligentcode-ai](https://github.com/intelligentcode-ai) | 8 — database-engineer, devops-engineer, security-engineer, and 5 others |\n| @[anonymous] | 7 — hf-cli, llm-trainer, datasets, transformers-js, and 3 others |\n\nCommunity contributors (1–2 skills each): [@karpathy](https://github.com/karpathy), [@anthropic](https://github.com/anthropic), [@openai](https://github.com/openai), @[anonymous], [@glincker](https://github.com/GLINCKER), [@spring-ai-alibaba](https://github.com/spring-ai-alibaba), [@pexp13](https://github.com/pexp13)\n\n### Evidence \u0026 Curation\n\n| Contributor | Contribution |\n|---|---|\n| [@balukosuri](https://github.com/balukosuri) | Evidence: community reproduction of Karpathy's autoresearch as a universal skill |\n| [@kriptoburak](https://github.com/kriptoburak) | Evidence evaluator: x-twitter-automation evidence review |\n| [@fahimkarim01](https://github.com/fahimkarim01) | Curation: corrected pexp13/sentiment-analysis metadata links |\n\n### Bots\n\n| Bot | Contribution |\n|---|---|\n| [@jules](https://github.com/google-labs-jules) | Named skills via Google Jules AI: langgenius suite (backend-code-review, frontend-code-review, e2e-cucumber-playwright, and 2 others) |\n| @gaiabot | Internal Gaia bot: repo triage and docs-sync automation |\n| @gemini-cli | Curation: generative-media, mathematical-animation, and other generic skills from Hermes ecosystem |\n\n---\n\n## Programmatic Management\n\nThe Gaia registry is programmatically managed. All meta shifts (adding, merging, splitting, adding evidence) must be performed via the [Gaia CLI](src/gaia_cli/). Hand-editing JSON nodes is deprecated to ensure schema integrity and automated timeline logging.\n\n---\n\n## Privacy\n\nGaia does not store personal information.\n\n- **Skills are summarised, not stored.** `gaia scan` records capability type, level, and evidence class — never file contents, prompt text, or conversation history.\n- **Only public repo links.** The registry stores your public GitHub username and a public repo URL when you explicitly submit a named skill. Nothing else.\n- **Generalised by default.** Skill descriptions capture capability categories, not personal details about you or your agent's behaviour.\n- **No telemetry.** The CLI and the static website collect zero analytics or usage data.\n\nFull details: [PRIVACY.md](PRIVACY.md) · [gaiaskilltree.com/privacy.html](https://gaiaskilltree.com/privacy.html)\n\n**Topics:** gaia-skill-tree, ai-agent, skill-registry, capability-graph, evidence-backed, agent-skills, attribution, model-context-protocol, open-source-ai, llm-ops, agent-framework\n\n---\n\n## Inspiration\n\n**Be like Rimuru.** The main inspiration for this repository. Basically stole the idea of the \"Great Sage\" and applied it to agent skills.\n\n![Rimuru Tempest](docs/assets/rimuru.gif)\n\n---\n\n## License\n\nApache 2.0: see [LICENSE](LICENSE).\n\n---\n\n*Graph is canonical. Everything else is a shadow.*\n\n\u003c!-- Scarf telemetry pixel --\u003e\n\u003cimg referrerpolicy=\"no-referrer-when-downgrade\"\n     src=\"https://static.scarf.sh/a.png?x-pxid=b8e05c84-1886-4b68-b80c-7b00cdb68f94\"\n     alt=\"\" style=\"display:none\" /\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaia-research%2Fgaia-skill-tree","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgaia-research%2Fgaia-skill-tree","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgaia-research%2Fgaia-skill-tree/lists"}