meta-learn
AI-powered interactive learning coach that helps users master any topic 10x faster. Features knowledge maps, Feynman sparring, Socratic dril
Open source Open in the app JSON README (API)
About
AI-powered interactive learning coach that helps users master any topic 10x faster. Features knowledge maps, Feynman sparring, Socratic drilling, instant feedback, and cross-domain transfer. Supports Chinese and English.
Details
- Kind
- Plugins
- Topic
- Maps, weather & travel
- Publisher
- xuhengzhi75
- Origin
- marketplace
- Category
- ferramentas
- Stars
- 1
- Last push
- 2026-04-10T12:39:36Z
- Repository state
- ativo
- Language
- Python
- License
- MIT
- Added
- 2026-08-30 01:48:58
- Updated
- 2026-08-30 01:48:58
- Origin id
xuhengzhi75/meta-learn/meta-learn
README
# meta-learn An AI-powered interactive learning coach that helps you master any topic 10x faster. ## What it does Instead of answering questions like a search engine, meta-learn acts as a Socratic sparring partner. It: - Builds a **knowledge skeleton** (3-layer map: core / important / advanced) before diving into details - Creates a **personalized learning path** based on your baseline, goal, time budget, and deadline - Offers 5 interactive learning modes you can switch between anytime: - **[拆] Deep Dive** — first-principles explanation with analogies - **[练] Feynman Sparring** — you explain, AI probes until you truly understand - **[查] Socratic Drill** — causal "why" chains, not just facts - **[改] Instant Feedback** — specific critique on your notes/work - **[融] Cross-Domain Transfer** — connect new knowledge to what you already know - Supports **Chinese and English** (auto-detects and matches your language) ## When to use Say things like: - "我想学Python，零基础，每天1小时，1个月内能写简单脚本" - "I want to understand transformer architecture — I know basic ML but not NLP" - "我刚学完复利，你来考考我" - "帮我快速了解区块链，能跟人聊天时不露怯就行" ## Installation ### Claude Code ```bash /plugin install meta-learn ``` ### Manual Copy the `skill/` directory into your Claude skills folder: ``` ~/.claude/skills/meta-learn/ ``` ## Platform support | Platform | Status | Config file | Install | |----------|--------|-------------|---------| | Claude Code | ✅ | `.claude-plugin/plugin.json` | `/plugin install meta-learn` | | ClawHub (OpenClaw) | ✅ | `skill/SKILL.md` | `npx clawhub@latest install meta-learn` | | Friday Skills Hub | ✅ | `skill/SKILL.md` frontmatter | `friday-skill install meta-learn` | | Cursor | ✅ | `platform/cursor-plugin.json` | Cursor marketplace | | Gemini CLI | ✅ | `platform/gemini-extension.json` | Manual | | agentskills.io | ✅ | `skill/SKILL.md` | 待确认 | ## Repository structure ``` meta-learn/ ├── skill/ # The skill itself (what gets installed) │ ├── SKILL.md # Core skill definition — all platforms │ └── references/ # Optional reference docs ├── .claude-plugin/ │ └── plugin.json # Claude Code marketplace manifest ├── platform/ # Platform-specific adapters │ ├── cursor-plugin.json │ └── gemini-extension.json ├── evals/ # Development & testing (not distributed) │ ├── evals.json │ └── workspace/ ├── CHANGELOG.md └── README.md ``` ## Contributing PRs welcome. When modifying the skill: 1. Edit `skill/SKILL.md` 2. Run evals: `python evals/workspace/run_desc_optimizer.py` 3. Update `CHANGELOG.md` 4. Bump `version` in `skill/SKILL.md` and `.claude-plugin/plugin.json` ## License MIT