菜单
Improve existing skills by researching best practices from skills.sh, GitHub, and wshobson/agents. Use when asked to 'enrich', 'improve', or 'upgrade' a skill, or compare yours with others.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | enrich-skill |
| description | Improve existing skills by researching best practices from skills.sh, GitHub, and wshobson/agents. Use when asked to 'enrich', 'improve', or 'upgrade' a skill, or compare yours with others. |
Systematically improve local skills by researching and incorporating best patterns from the ecosystem.
cat ~/.pi/agent/skills/<skill-name>/SKILL.md
Identify:
npx skills find <topic>
# List all skills in a plugin
gh api repos/wshobson/agents/contents/plugins/<plugin-name>/skills | jq -r '.[] | .name'
# Get skill content
curl -s "https://raw.githubusercontent.com/wshobson/agents/main/plugins/<plugin>/skills/<skill>/SKILL.md"
Known plugins:
python-development — 16 Python skillsbackend-development — API, security, observabilitycode-refactoring — Refactoring patternscicd-automation — CI/CD patternsgh api repos/anthropics/skills/contents/skills | jq -r '.[] | .name'
# Quality-filtered search
gh search repos "<topic> skill agent" --stars ">50" --json fullName,description,stargazersCount
# Claude skills specifically
gh search repos "claude skill <topic>" --json fullName,description
Compare your skill against found skills:
| Your Skill Has | Your Skill Missing |
|---|---|
| ✅ Feature A | ❌ Pattern X |
| ✅ Feature B | ❌ Pattern Y |
Add missing patterns while:
# Check file size (aim for <15KB unless comprehensive)
wc -c ~/.pi/agent/skills/<skill-name>/SKILL.md
# Verify structure
head -50 ~/.pi/agent/skills/<skill-name>/SKILL.md
| Source | Command | Best For |
|---|---|---|
| skills.sh | npx skills find <query> | Community skills, quick discovery |
| wshobson/agents | gh api repos/wshobson/agents/contents/plugins | Comprehensive patterns |
| anthropics/skills | gh api repos/anthropics/skills/contents/skills | Official, document-focused |
| badlogic/pi-skills | gh api repos/badlogic/pi-skills/contents | Pi-specific skills |
# List all plugins
gh api repos/wshobson/agents/contents/plugins | jq -r '.[] | .name' | head -30
Known comprehensive plugins:
python-development — testing, design, types, performance, asyncbackend-development — API design, security, databasesapplication-performance — profiling, optimizationcode-documentation — docstrings, READMEscomprehensive-review — code review patterns# Fetch and display a wshobson skill
PLUGIN="python-development"
SKILL="python-testing-patterns"
curl -s "https://raw.githubusercontent.com/wshobson/agents/main/plugins/$PLUGIN/skills/$SKILL/SKILL.md" | head -100
cat ~/.pi/agent/skills/python/SKILL.md
Found: Astral stack (uv, ruff, ty), refactoring Missing: Testing, design patterns, error handling
# Skills.sh
npx skills find python
# wshobson Python skills
gh api repos/wshobson/agents/contents/plugins/python-development/skills | jq -r '.[] | .name'
Found 16 skills:
for skill in python-testing-patterns python-design-patterns python-error-handling; do
curl -s "https://raw.githubusercontent.com/wshobson/agents/main/plugins/python-development/skills/$skill/SKILL.md"
done
| Has | Missing |
|---|---|
| ✅ Astral stack | ❌ pytest fixtures/mocking |
| ✅ rope-refactor | ❌ KISS/SRP patterns |
| ✅ Type checking | ❌ Generics/Protocols |
| ❌ Error handling | |
| ❌ Performance profiling |
Add sections for:
| Skill Type | Target Size |
|---|---|
| Focused tool | 3-5 KB |
| Language/framework | 10-15 KB |
| Comprehensive guide | 15-25 KB |
# Check your skill
cat ~/.pi/agent/skills/<name>/SKILL.md | head -50
# Search skills.sh
npx skills find <topic>
# List wshobson plugins
gh api repos/wshobson/agents/contents/plugins | jq -r '.[] | .name'
# List skills in plugin
gh api repos/wshobson/agents/contents/plugins/<plugin>/skills | jq -r '.[] | .name'
# Fetch skill content
curl -s "https://raw.githubusercontent.com/wshobson/agents/main/plugins/<plugin>/skills/<skill>/SKILL.md"
# Check Anthropic skills
gh api repos/anthropics/skills/contents/skills | jq -r '.[] | .name'
Behavioral testing methodology — test what users experience, not how code is structured. Use when writing tests, reviewing test quality, planning test strategy for new features, or when existing tests are brittle/verbose/coupled to implementation details. Triggers: writing tests, TDD, test review, "tests keep breaking", "too many mocks", "tests are verbose", test coverage planning, behavior-driven development.
Summon 8–12 fictional but statistically plausible people from Kyrgyzstan to judge your web app. They take screenshots, click around, get confused, get delighted, and write honest reviews in Russian. Output: a single .md report with embedded screenshots. Use when you need brutal UX feedback from people who ride marshrutkas.
Artemy Lebedev-style бизнес-линч design review. Opens the site in a real browser, screenshots everything, then tears it apart (or praises it) in his signature voice — brutal, specific, visual. Use when you want a no-bullshit design review, 'линч', 'lebedev review', 'artemy review', or 'roast my site'.
Autonomous experiment loop — modify code, measure, keep/discard, repeat forever. Based on Karpathy's autoresearch pattern. Use when there's working code + a measurable metric to optimize. Agent works while you sleep.
Iterative deep research agent — recursive breadth×depth tree search that accumulates learnings, generates follow-ups, and produces cited reports. Uses exa + serper + subagents. Use when user says 'deep research', 'investigate', 'deep dive', 'thorough analysis', or needs multi-source synthesis with depth.
Detect and fix design system leaks — default shadcn/bootstrap/MUI styling breaking through your brand. Use when: UI feels 'template-y', 'looks like shadcn', 'too generic', buttons are inconsistent colors, cards look default, or after shipping many features fast. Also: 'audit my design', 'check consistency', 'brand leak', 'fix the defaults'.