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penguin-harness/packages/skills/README.md
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Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_018ihk8iQuo3kv2aPjAYEPuR
2026-07-19 15:05:47 +08:00

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# @prismshadow/penguin-skills
The PenguinHarness built-in skill library. A Skill is a directory with a `SKILL.md` (frontmatter: name, description, version, updated) — files are the runtime source of truth and ship raw in this package's npm tarball.
Skills follow the "index first, body on demand" design: only their metadata is injected into an Agent's system prompt; the Agent reads the full `SKILL.md` via shell when it actually needs it.
Included skills:
| Group | Skills |
| --- | --- |
| Agent Development | `agent-creation`, `benchmark-design`, `agent-evaluation`, `agent-optimization` |
| Data Analysis | `data-analysis` |
| Penguin Development | `penguin-sdk`, `penguin-cli`, `agenthub-models` |
| Web Development | `web-design` |
| Software Engineering | `software-engineering` |
The first group powers the self-improvement loop: design a Benchmark, evaluate the Target Agent, optimize it to version N+1 with a snapshot before every round.
## Documentation
- [Skills](https://penguin.ooo/docs/skills)
- [Self-Improvement](https://penguin.ooo/docs/self-improvement)
## Development
```bash
pnpm --filter @prismshadow/penguin-skills build # tsup → dist/ (loader API)
pnpm --filter @prismshadow/penguin-skills typecheck
pnpm --filter @prismshadow/penguin-skills test
```
Part of [PenguinHarness](https://github.com/Prism-Shadow/penguin-harness) · Apache-2.0