{
  "markdown": "# meta-learn\n\nAn AI-powered interactive learning coach that helps you master any topic 10x faster.\n\n## What it does\n\nInstead of answering questions like a search engine, meta-learn acts as a Socratic sparring partner. It:\n\n- Builds a **knowledge skeleton** (3-layer map: core / important / advanced) before diving into details\n- Creates a **personalized learning path** based on your baseline, goal, time budget, and deadline\n- Offers 5 interactive learning modes you can switch between anytime:\n  - **[拆] Deep Dive** — first-principles explanation with analogies\n  - **[练] Feynman Sparring** — you explain, AI probes until you truly understand\n  - **[查] Socratic Drill** — causal \"why\" chains, not just facts\n  - **[改] Instant Feedback** — specific critique on your notes/work\n  - **[融] Cross-Domain Transfer** — connect new knowledge to what you already know\n- Supports **Chinese and English** (auto-detects and matches your language)\n\n## When to use\n\nSay things like:\n- \"我想学Python，零基础，每天1小时，1个月内能写简单脚本\"\n- \"I want to understand transformer architecture — I know basic ML but not NLP\"\n- \"我刚学完复利，你来考考我\"\n- \"帮我快速了解区块链，能跟人聊天时不露怯就行\"\n\n## Installation\n\n### Claude Code\n```bash\n/plugin install meta-learn\n```\n\n### Manual\nCopy the `skill/` directory into your Claude skills folder:\n```\n~/.claude/skills/meta-learn/\n```\n\n## Platform support\n\n| Platform | Status | Config file | Install |\n|----------|--------|-------------|---------|\n| Claude Code | ✅ | `.claude-plugin/plugin.json` | `/plugin install meta-learn` |\n| ClawHub (OpenClaw) | ✅ | `skill/SKILL.md` | `npx clawhub@latest install meta-learn` |\n| Friday Skills Hub | ✅ | `skill/SKILL.md` frontmatter | `friday-skill install meta-learn` |\n| Cursor | ✅ | `platform/cursor-plugin.json` | Cursor marketplace |\n| Gemini CLI | ✅ | `platform/gemini-extension.json` | Manual |\n| agentskills.io | ✅ | `skill/SKILL.md` | 待确认 |\n\n## Repository structure\n\n```\nmeta-learn/\n├── skill/                    # The skill itself (what gets installed)\n│   ├── SKILL.md              # Core skill definition — all platforms\n│   └── references/           # Optional reference docs\n├── .claude-plugin/\n│   └── plugin.json           # Claude Code marketplace manifest\n├── platform/                 # Platform-specific adapters\n│   ├── cursor-plugin.json\n│   └── gemini-extension.json\n├── evals/                    # Development & testing (not distributed)\n│   ├── evals.json\n│   └── workspace/\n├── CHANGELOG.md\n└── README.md\n```\n\n## Contributing\n\nPRs welcome. When modifying the skill:\n1. Edit `skill/SKILL.md`\n2. Run evals: `python evals/workspace/run_desc_optimizer.py`\n3. Update `CHANGELOG.md`\n4. Bump `version` in `skill/SKILL.md` and `.claude-plugin/plugin.json`\n\n## License\n\nMIT\n",
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