shibing624/skills
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Learn from Experience skill means letting the Agent learn from experience—corrected mistakes won't be repeated, good methods accumulate automatically, and the more you use them, the more you understand you. The principle is based on your experiences interacting with the Agent (pitfalls, corrections, good methods) — record, organize, and use them, so they don't disappear after the session ends.
Overview
AI Agent's composable skill set — install a skill, and the agent gains corresponding professional capabilities. This repository contains a set of independent, installable Agent skills. Each skill is a self-contained directory, which you can use by placing it in your Agent's skills folder. Copy or softlink the skills directory you need to the Agent's skills directory: Each skill uses SKILL.md as the entry file, and when the Agent loads the skill, it reads it first. - — Submit an issue - — Add WeChat ID xuming624, note "nlp", to join the tech group
Overview (machine translated)
🌐English | 🇨🇳 Chinese
Skills
AI Agent’s composable skill set — install a skill, and the Agent gains corresponding professional capabilities.
This repository contains a set of independent, installable Agent skills. Each skill is a self-contained directory, which you can use by placing it in your Agent’s skills folder.
Included Skills
| Skill | Note |
|---|---|
| learn-from-experience | Let Agents learn from experience – corrected mistakes are not repeated, good methods accumulate automatically, and preferences are confirmed for cross-session synchronization |
| llm-wiki | Based on Karpathy’s LLM Wiki model, build and maintain a persistent, interlinked markdown knowledge base |
| mulan-paper-skill | Query Mulan Paper Interpretation (paper.mulanai.com) for AI paper Chinese interpretation, daily highlights, weekly reports, and topic categories, with anonymous read-only REST API and RSS integration |
Quick Installation
Copy or softlink the skills directory you need to the Agent’s skills directory:
Taking Claude Code as an example above, you can replace the corresponding path with other agents:
| Product | Skills Installation Location |
|---|---|
| Claude Code | ~/.claude/skills/ |
| OpenClaw | ~/.openclaw/skills/ |
| Codex CLI | ~/.codex/skills/ |
| OpenCode | ~/.opencode/skills/ |
| Gemini CLI | ~/.gemini/skills/ |
| Agentica | ~/.agentica/skills/ |
| CodeBuddy | ~/.codebuddy/skills/ |
| Cursor | .cursor/skills/ |
| Windsurf | .windsurf/skills/ |
After installation, say to the Agent:
Or:
Warehouse Structure
Each skill uses SKILL.md as the entry file, and the Agent loads the skill first.
Community
- GitHub Issues — Submit an issue
- WeChat Group — Add WeChat ID
xuming624, note “nlp”, to join the tech group
License
Apache-2.0
This page was translated automatically. Technical details may differ from the original.
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Install
npx skillfish add shibing624/skills