|
1 | 1 | <div align="center"> |
2 | 2 |
|
| 3 | +<img src="https://www.superagentskill.com/og.png" alt="Super Agent Skill" width="640" /> |
| 4 | + |
3 | 5 | # Super Agent Skill |
4 | 6 |
|
5 | | -**Open registry of Skills, Playbooks, Souls and Guardrails for AI agents — distributed over MCP.** |
| 7 | +### One command. Your agent becomes a genius. |
| 8 | + |
| 9 | +**The open MCP layer that turns any AI agent — Claude, Cursor, Codex, Continue — into a specialist, instantly.** |
| 10 | + |
| 11 | +[](https://www.superagentskill.com) |
| 12 | +[](https://www.superagentskill.com/api/mcp) |
| 13 | +[](https://www.superagentskill.com/marketplace) |
| 14 | +[](LICENSE) |
| 15 | +[](LICENSES/CONTENT-CC-BY-SA-4.0.txt) |
| 16 | +[](CONTRIBUTING.md) |
6 | 17 |
|
7 | | -[Website](https://www.superagentskill.com) · [Marketplace](https://www.superagentskill.com/marketplace) · [Docs](https://www.superagentskill.com/docs) · [MCP endpoint](https://www.superagentskill.com/api/mcp) |
| 18 | +[**Website**](https://www.superagentskill.com) · [**Marketplace**](https://www.superagentskill.com/marketplace) · [**Docs**](https://www.superagentskill.com/docs) · [**MCP endpoint**](https://www.superagentskill.com/api/mcp) · [**Discord**](https://www.superagentskill.com/community) |
8 | 19 |
|
9 | 20 | </div> |
10 | 21 |
|
11 | 22 | --- |
12 | 23 |
|
13 | | -Super Agent Skill is two things: |
| 24 | +## Why Super Agent Skill? |
14 | 25 |
|
15 | | -1. **A hosted platform** at [superagentskill.com](https://www.superagentskill.com) that runs the *SkillForge* evolution loop — it scores skills, finds weaknesses, patches them, and serves the best version through MCP to any compatible agent (Claude, Cursor, Codex, Continue, etc.). |
16 | | -2. **An open registry** (this repo) of community-maintained `skills/`, `playbooks/`, `souls/` and `guardrails/`. Anything in `content/` is free to download, fork, remix and embed — under [CC BY-SA 4.0](LICENSES/CONTENT-CC-BY-SA-4.0.txt). The application code is [Apache 2.0](LICENSE). |
| 26 | +Generic agents are jacks of all trades, masters of none. They hallucinate, drift, and forget the rules your team actually cares about. |
17 | 27 |
|
18 | | -> **Why open source it?** The MCP improvement loop only matters if there is a thriving catalog to improve. We want the catalog to belong to the community. |
| 28 | +**Super Agent Skill fixes that with three ingredients:** |
19 | 29 |
|
20 | | -## What lives in `content/` |
| 30 | +- 🧠 **A growing open registry** of battle-tested **Skills**, **Playbooks**, **Souls** and **Guardrails** — community-owned, MIT-friendly, embeddable anywhere. |
| 31 | +- ⚙️ **SkillForge**, our continuous evolution loop — it benchmarks every skill against adversarial cases, finds weaknesses, and ships patches automatically. |
| 32 | +- 🔌 **One MCP endpoint** that streams the strongest version of every skill to any compatible agent — no copy-paste, no version drift. |
21 | 33 |
|
22 | | -| Folder | What it is | Schema | |
23 | | -| --- | --- | --- | |
24 | | -| [`content/skills/`](content/skills) | A focused capability with a system prompt, rules, examples, and a runnable contract | [`schemas/skill.schema.json`](content/schemas/skill.schema.json) | |
25 | | -| [`content/playbooks/`](content/playbooks) | A multi-step procedure that orchestrates skills/tools to reach an outcome | [`schemas/playbook.schema.json`](content/schemas/playbook.schema.json) | |
26 | | -| [`content/souls/`](content/souls) | A persona/identity bundle — voice, values, defaults — that wraps any agent | [`schemas/soul.schema.json`](content/schemas/soul.schema.json) | |
27 | | -| [`content/guardrails/`](content/guardrails) | Safety, compliance and policy rules attached to a skill or soul | [`schemas/guardrail.schema.json`](content/schemas/guardrail.schema.json) | |
| 34 | +> *Think GitHub for prompts × npm for agent capabilities × Wikipedia for AI behavior — all under MCP.* |
| 35 | +
|
| 36 | +## 60-second quickstart |
28 | 37 |
|
29 | | -Each item is a single self-contained YAML or JSON file. Browse the folders for working examples. |
| 38 | +**Option A — Plug it into your agent (recommended).** Point any MCP-compatible client at: |
30 | 39 |
|
31 | | -## Use a package |
| 40 | +``` |
| 41 | +https://www.superagentskill.com/api/mcp |
| 42 | +``` |
32 | 43 |
|
33 | | -**Download directly** (no account needed): |
| 44 | +That's it. Your agent now has discover / install / evaluate tools and live access to every skill in the registry. |
| 45 | + |
| 46 | +**Option B — Download a skill as a file.** Free, no account: |
34 | 47 |
|
35 | 48 | ```bash |
36 | | -curl -O https://raw.githubusercontent.com/<org>/super-agent-skill/main/content/skills/code-reviewer.yaml |
| 49 | +curl -O https://raw.githubusercontent.com/criptogus/agent-evolve-network/main/content/skills/code-reviewer.yaml |
37 | 50 | ``` |
38 | 51 |
|
39 | | -**Or stream the live, evolving version through MCP** — point your agent at: |
| 52 | +**Option C — Run the whole platform locally:** |
40 | 53 |
|
| 54 | +```bash |
| 55 | +bun install |
| 56 | +bun run dev |
41 | 57 | ``` |
42 | | -https://www.superagentskill.com/api/mcp |
43 | | -``` |
44 | | - |
45 | | -The hosted version is continuously evaluated and patched by SkillForge, so you always get the strongest variant. |
46 | 58 |
|
47 | | -## Contribute a package |
| 59 | +## The four building blocks |
48 | 60 |
|
49 | | -1. Fork this repo. |
50 | | -2. Copy a template from `content/<type>/_template.yaml` into the same folder and rename it (`my-skill.yaml`). |
51 | | -3. Fill it in. Validate locally: |
52 | | - ```bash |
53 | | - bun install |
54 | | - bun run validate:content |
55 | | - ``` |
56 | | -4. Open a pull request. CI runs the validator, and a maintainer reviews for quality, safety and overlap with existing packages. |
| 61 | +| | What it is | Use it when… | |
| 62 | +| --- | --- | --- | |
| 63 | +| 🛠 **Skills** | A focused capability with system prompt, rules, examples and a runnable input → output contract | You want the agent to *do one thing* very well (review code, write SQL, summarize a meeting). | |
| 64 | +| 📘 **Playbooks** | A multi-step decision graph that orchestrates skills + tools | The task has a recurring shape (triage bug → reproduce → propose fix → open PR). | |
| 65 | +| 🎭 **Souls** | A persona / value bundle — voice, taste, defaults — that wraps any agent | You need a consistent brand, tone or worldview across all tasks. | |
| 66 | +| 🛡 **Guardrails** | Refusal, safety and compliance policies enforced before output | You ship to real users and need hard "must / must not" rules. | |
57 | 67 |
|
58 | | -Detailed rules are in [CONTRIBUTING.md](CONTRIBUTING.md). Please also read the [Code of Conduct](CODE_OF_CONDUCT.md). |
| 68 | +Each one is a single self-contained YAML file. **Read it, fork it, ship it.** |
59 | 69 |
|
60 | | -## Run the platform locally |
| 70 | +``` |
| 71 | +content/ |
| 72 | +├── skills/ → Single capabilities |
| 73 | +├── playbooks/ → Multi-step workflows |
| 74 | +├── souls/ → Personas and values |
| 75 | +├── guardrails/ → Safety and compliance |
| 76 | +└── schemas/ → JSON Schemas (every package validates against these) |
| 77 | +``` |
61 | 78 |
|
62 | | -The app is a TanStack Start + Lovable Cloud project. |
| 79 | +## Ship your first skill in 4 steps |
63 | 80 |
|
64 | 81 | ```bash |
65 | | -bun install |
66 | | -bun run dev |
| 82 | +# 1. Fork & clone |
| 83 | +git clone git@github.com:<you>/agent-evolve-network.git |
| 84 | +cd agent-evolve-network && bun install |
| 85 | + |
| 86 | +# 2. Start from a template |
| 87 | +cp content/skills/_template.yaml content/skills/my-killer-skill.yaml |
| 88 | + |
| 89 | +# 3. Validate locally (same script CI runs) |
| 90 | +bun run validate:content |
| 91 | + |
| 92 | +# 4. Open a PR — a maintainer reviews within 72h |
67 | 93 | ``` |
68 | 94 |
|
69 | | -You will need a Lovable Cloud project (Supabase) — see [`supabase/`](supabase) for the schema. The marketplace UI, MCP endpoint, SkillForge loop and admin tools all live in [`src/`](src). |
| 95 | +A merged skill is automatically imported into the hosted registry, where **SkillForge starts evolving it against adversarial benchmarks** and serving the best variant through MCP to every connected agent on day one. |
| 96 | + |
| 97 | +➡️ Full quality bar in [**CONTRIBUTING.md**](CONTRIBUTING.md). |
| 98 | + |
| 99 | +## Why contribute? |
| 100 | + |
| 101 | +Your work isn't just merged — it's *amplified*. |
| 102 | + |
| 103 | +- 🌐 **Reach.** Every accepted package is served live through MCP to thousands of agents. |
| 104 | +- 🏆 **Reputation.** Public **Trust Score**, model compatibility matrix and leaderboard rankings on the [marketplace](https://www.superagentskill.com/marketplace/rankings). |
| 105 | +- 💸 **Revenue share.** Premium packages earn 80–85% of sales + recurring usage bonuses. |
| 106 | +- 🤖 **AI co-author.** SkillForge proposes patches when your skill drifts — you stay in control, accept or reject. |
| 107 | +- 🪪 **CVE-style credit.** Robustness findings (e.g. `SAS-2026-0001`) are publicly attributed. |
| 108 | + |
| 109 | +> **First-time contributor?** Look for [`good first issue`](https://github.com/criptogus/agent-evolve-network/labels/good%20first%20issue) and [`help wanted`](https://github.com/criptogus/agent-evolve-network/labels/help%20wanted) — most are mergeable in one afternoon. |
| 110 | +
|
| 111 | +## What makes this different |
| 112 | + |
| 113 | +| | Super Agent Skill | A prompt library on GitHub | A walled-garden GPT store | |
| 114 | +| --- | :---: | :---: | :---: | |
| 115 | +| Open content (CC BY-SA) | ✅ | ✅ | ❌ | |
| 116 | +| Schema-validated quality bar | ✅ | ❌ | ⚠️ opaque | |
| 117 | +| Works in *any* MCP agent | ✅ | ⚠️ manual paste | ❌ single vendor | |
| 118 | +| Continuous adversarial evolution | ✅ | ❌ | ❌ | |
| 119 | +| Public trust + compatibility scores | ✅ | ❌ | ❌ | |
| 120 | +| Revenue share for authors | ✅ | ❌ | ⚠️ limited | |
70 | 121 |
|
71 | 122 | ## Roadmap |
72 | 123 |
|
73 | | -- [ ] CLI to scaffold and publish packages straight from the terminal |
74 | | -- [ ] Content signing so consumers can verify a package version |
75 | | -- [ ] Versioned releases of the registry as downloadable bundles |
76 | | -- [ ] Public leaderboard for the highest-scoring community packages |
| 124 | +- [x] MCP server with discover / install / evaluate / report-execution tools |
| 125 | +- [x] SkillForge evolution loop (eval → patch → re-score) |
| 126 | +- [x] Public **Trust Score**, model compatibility matrix, drift detection |
| 127 | +- [ ] CLI (`npx sas init`, `sas publish`, `sas eval`) |
| 128 | +- [ ] Cryptographically signed package releases |
| 129 | +- [ ] Versioned downloadable registry bundles |
| 130 | +- [ ] Community-curated **collections** (curated bundles around a use case) |
| 131 | + |
| 132 | +Track everything on the [public board](https://github.com/criptogus/agent-evolve-network/projects). |
| 133 | + |
| 134 | +## Community |
| 135 | + |
| 136 | +- 💬 **Discord** — [join here](https://www.superagentskill.com/community) for help, design reviews, and weekly skill-jam events. |
| 137 | +- 🐦 **X / Twitter** — [@superagentskill](https://twitter.com/superagentskill) for releases and benchmarks. |
| 138 | +- 📰 **Changelog** — every accepted package is announced in [GitHub Releases](https://github.com/criptogus/agent-evolve-network/releases). |
| 139 | +- 🛡 **Security** — please disclose responsibly via [SECURITY.md](SECURITY.md). |
77 | 140 |
|
78 | 141 | ## License |
79 | 142 |
|
80 | | -- **Code** in this repo: [Apache License 2.0](LICENSE) |
81 | | -- **Content** in `content/`: [Creative Commons Attribution-ShareAlike 4.0](LICENSES/CONTENT-CC-BY-SA-4.0.txt) |
| 143 | +- **Code** (this repo, outside `content/`): [Apache License 2.0](LICENSE) |
| 144 | +- **Content** (everything in `content/`): [Creative Commons Attribution-ShareAlike 4.0](LICENSES/CONTENT-CC-BY-SA-4.0.txt) |
| 145 | + |
| 146 | +By contributing you agree your work is licensed under the same terms — and that it gets to make millions of agent conversations a little smarter every day. |
| 147 | + |
| 148 | +--- |
| 149 | + |
| 150 | +<div align="center"> |
82 | 151 |
|
83 | | -By contributing you agree your contribution is licensed under the same terms. |
| 152 | +**Built by makers, for makers. Star the repo ⭐ if you believe agents should belong to everyone.** |
| 153 | + |
| 154 | +</div> |
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