Learn Anything Skill
Chinese-language AI tutor: mastery plans, project briefs, persistent study files
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 17, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Aug 10, 2026 · f7a0960
Ran a real one-week 'learn SQL window functions' request with and without the skill: the baseline gave a decent chat-only plan, while the skill produced two persistent study files with per-day acceptance criteria, a mistakes log, evidence-based mastery checks (explain/fix/transfer instead of 'got it?'), and fact-vs-advice source labels citing official PostgreSQL docs. All referenced templates and reference files ship in the repo. Content and output language target Chinese-speaking learners.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 5/5
- Output vs. baseline 8/10
- Docs & honesty 5/5
What Learn Anything Skill does
A Chinese-language tutor skill that turns 'teach me X' requests into mastery-based learning: it diagnoses your starting point, builds staged plans with acceptance criteria, assigns project-style deliverables, and writes persistent study files (plans, notes, reviews, mistake logs) to your working directory. Triggers on requests to learn a topic, build a study plan, do guided reading, or check mastery. Instruction text and output are Chinese-first.
How to install Learn Anything Skill
git clone https://github.com/read2017/learn-anything-with-AI
mkdir -p ~/.claude/skills
cd learn-anything-with-AI && cp -r skills/learn-anything-skill ~/.claude/skills/learn-anything-skill
Skills live in ~/.claude/skills/ (global) or .claude/skills/
(per-project). Restart Claude Code after installing.
Commands — how to trigger Learn Anything Skill
-
/learn-anything-skillChinese-language AI tutor: mastery plans, project briefs, persistent study files
It also activates on plain-language prompts like these:
-
教我学SQL窗口函数,一周之内每天投入一小时,给我带一个能实际动手做的小项目来练手 -
帮我制定一份完整详细的学习计划,每个阶段都要有明确清晰的验收标准和配套的作业内容 -
检查一下我对这个知识点是不是真的完全掌握了,别只是简单地问我到底懂了没有就算数了
Frequently asked questions
- Is the Learn Anything Skill skill free?
- Yes. The skill itself is free from read2017/learn-anything-with-AI. SkillProof publishes the install command and an independent test verdict at no cost.
- Does Learn Anything Skill work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Ran a real one-week 'learn SQL window functions' request with and without the skill: the baseline gave a decent chat-only plan, while the skill produced two persistent study files with per-day acceptance criteria, a mistakes log, evidence-based mastery checks (explain/fix/transfer instead of 'got it?'), and fact-vs-advice source labels citing official PostgreSQL docs. All referenced templates and reference files ship in the repo. Content and output language target Chinese-speaking learners.
- What is the Learn Anything Skill SkillProof Score?
- 9.2/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 5/5.
- How do I install Learn Anything Skill?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use Learn Anything Skill with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.