Learn & study
4,825 rows from 1,670 repositories
Understanding something yourself, rather than producing an artefact.
What Learn & study skills agree on
598 skill files read, by 545 of the 593 authors on this shelf whose files we hold, 2026-09-06
The middle one of the 69 measured here is ~1.6k tokens long, counted with cl100k_base
Counted by distinct author, so one author publishing three of these counts once. Where a claim sits in fewer files than authors, that is said: a claim held by forty authors across three files is one file people copied, not forty people who agreed. Near-identical wordings are grouped and the other wordings are shown, so the grouping is yours to check.
What they tell the agent to do
- Treat the current directory as a teaching workspace20 of 545 in 17 filesalso worded as Treat the current directory as the teaching workspace.; Treat current directory as a teaching workspace
- Teach knowledge first then practice skills19 of 545 in 16 filesalso worded as Teach the knowledge first; Teach the knowledge first, then practice skills
- Design lessons which build long-term retention15 of 545 in 12 filesalso worded as Design lessons for long-term retention; Design lessons to build long-term retention
- Save each lesson as a self-contained HTML file15 of 545 in 12 filesalso worded as Save each lesson to ./lessons/ as an HTML file; save each lesson as an html file
- Question the user on why they want to learn this15 of 545 in 12 filesalso worded as Question the user on why they want to learn; Ask the user why they want to learn.
- Reuse components from the assets directory14 of 545 in 11 filesalso worded as Reuse components from ./assets/ by default; reuse components from assets
- Never trust your parametric knowledge13 of 545 in 10 filesalso worded as Do not trust your parametric knowledge.; Never trust parametric knowledge
- Record user preferences in NOTES.md11 of 545 in 8 filesalso worded as Record user preferences in notes; Record preferences in NOTES.md
- Ground all teaching in the MISSION.md document11 of 545 in 8 filesalso worded as ground all teaching in the mission; Ground all teaching in the mission document
- Save each lesson to the lessons directory8 of 545also worded as save lessons to lessons directory; Save to the lessons directory
- Question the user if the mission is unclear7 of 545also worded as Question the user about their mission; Question the user on the mission if it is unclear
- Gather primary sources only7 of 545 in 4 filesalso worded as collect primary sources only; Gather only high-quality primary sources
- Write the outline for the article6 of 545 in 3 files
- Create reference documents while creating lessons6 of 545also worded as Create reference documents when creating lessons.
- Find high-quality resources to help acquire knowledge6 of 545also worded as Focuses on finding high-quality resources; Find high-quality resources for knowledge
What they tell it not to do
- Never trust your parametric knowledge21 of 545 in 18 filesalso worded as Never trust your parametric knowledge for load-bearing claims; Never trust parametric knowledge
- Never inline code a future lesson would duplicate18 of 545 in 15 filesalso worded as Never inline code that a later lesson would duplicate; Do not inline code future courses will reuse.
- Never invent a plausible entry to fill a field8 of 545also worded as do not invent a plausible entry to fill a field; Do not invent plausible entries
- Do not draft new sections from scratch6 of 545 in 3 filesalso worded as do not draft new sections from scratch during refine
- Do not replace the user's thinking6 of 545 in 3 filesalso worded as do not replace the user's thinking
- Do not silently pick one6 of 545 in 3 filesalso worded as Do not decide silently; Do not silently pick one contradicting source
- Do not use em or en dashes6 of 545also worded as Do not use em or en dashes; Never use em dashes in your responses
- Do not dump a complete graph at once6 of 545also worded as Never dump the whole ladder at once; Do not dump all concepts at once
- Never invent facts6 of 545also worded as Do not invent sources; Do not invent facts without empirical sources
- Do not summarize sections the user has not written5 of 545 in 2 files
What they expect to be installed
- git45 of 545
- python338 of 545
- WebFetch34 of 545 in 33 files
- grep27 of 545
- WebSearch26 of 545
- Read26 of 545 in 25 files
- bash25 of 545
- AskUserQuestion25 of 545
- node23 of 545 in 22 files
- curl22 of 545 in 20 files
What they ask it to produce
- MISSION.md29 of 545 in 26 files
- RESOURCES.md29 of 545 in 26 files
- NOTES.md29 of 545 in 26 filesalso worded as learn-notes.md; notebook.md
- Learning records23 of 545 in 20 filesalso worded as Learning record; learning-records
- Lesson HTML files17 of 545 in 14 filesalso worded as HTML lesson file; HTML lessons
- Markdown document14 of 545 in 13 filesalso worded as markdown table; Markdown files
- SKILL.md11 of 545 in 10 filesalso worded as docs/skills.md; skills/<name>.md
- Lessons11 of 545also worded as Lessons created; lessons learned
When Learn & study authors say to reach for one
The situations these authors wrote into their own files, counted out of the same 545 authors, with the skills that name each one
- The user has asked you to teach them something21 of 545
- Learn occam
- Teach
- Skill teach
- and 2 more on this shelf
- Teach me19 of 545
- User says remember this9 of 545
- Help me understand8 of 545
How Learn & study skills are built
4,484 skill directories by 1,500 authors, read from their repositories’ own file trees 2026-08-05
The middle bundle among those shipping files is 3 files, 13.2 KB beside SKILL.md
Counted by distinct author, same as above, so one author publishing forty template copies counts once. SKILL.md itself is not counted as a file, so a single-file skill is one where that file is the whole skill.
The shape
- SKILL.md is the whole skill547 of 1,500 authors, 2,048 of 4,484 skills
- files ship beside it953 of 1,500 authors, 2,436 of 4,484 skills
- executable scripts ship inside399 of 1,500 authors, 864 of 4,484 skills
The folders they converge on
- references/545 of 1,500 authors, 1,215 of 4,484 skills
- scripts/336 of 1,500 authors, 746 of 4,484 skills
- agents/200 of 1,500 authors, 393 of 4,484 skills
- assets/152 of 1,500 authors, 276 of 4,484 skills
- examples/81 of 1,500 authors, 187 of 4,484 skills
- evals/78 of 1,500 authors, 137 of 4,484 skills
topoteretes/cognee/examples/demos/skill_feedback_loop/skills/diff-risk-explainer Skill
29,855★ repoCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
WenyuChiou/awesome-agentic-ai-zh/examples/stage-5/tool-calling-tutor Skill
5,144★ repoA trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。
eugeniughelbur/obsidian-second-brain Skill
4,022★Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid semantic search, self-rewriting notes, key-less web research, and scheduled agents that maintain the vault while you sleep.
JuneYaooo/nihaisha-nishi-tcm Skill
no license1,915★倪海厦中医课程资料的 Agent Skill：支持课程检索、方证穴位辨析、学习笔记整理与板书截图证据索引。 | An Agent Skill for Ni Haisha TCM course study, formula-pattern lookup, acupoint reference, and screenshot evidence indexing.
MicrosoftDocs/mcp/com.microsoft/microsoft-learn-mcp MCP server
1,838★ repoOfficial Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.
bevibing/tutor-skills/skills/tutor-setup Skill
1,081★ repoA Claude Code skill that turns PDFs, docs, and codebases into Obsidian study vaults
adithya-s-k/manim_skill/skills/manim-composer Skill
1,055★ repoAgent skills for Manim to create 3Blue1Brown style animations.
NicholasSpisak/second-brain/skills/second-brain-ingest Skill
no license670★ repoLLM-maintained personal knowledge base for Obsidian. Based on Andrej Karpathy's LLM Wiki pattern.
cyanheads/obsidian-mcp-server/io.github.cyanheads/obsidian-mcp-server MCP server
661★ repoRead, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP.
Csv data summarizer claude skill
coffeefuelbump/csv-data-summarizer-claude-skill Skill
no license444★A Claude Skill that automatically analyzes uploaded CSV files — generating summary statistics, detecting missing data, and creating quick visualizations using Python and pandas.
ankimcp/anki-mcp-server/ai.ankimcp/anki-mcp-server MCP server
430★ repoMCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
modu-ai/cowork-plugins/moai-bi/skills/executive-summary Skill
268★ repo모두의 AI (MoAI) — Claude Cowork & Claude Code 한국 실무 도메인 AI 하네스·플러그인 마켓플레이스. 사업계획서·세무·법률·HR·마케팅·커머스·BI·콘텐츠 도메인 스킬·에이전트·워크플로우. Korean B2B + office docs (HWPX/DOCX/XLSX/PPTX/PDF) + AI media (image/video/voice). AI-slop 검수 + humanize-korean 내장.
danium/lateral-thinking/skills/analogy Skill
225★ repoLateral thinking skills for AI agents - 8 techniques + a router. de Bono for your coding agent.
Li-Evan/Bloom/skills/bloom-tutor Skill
224★ repoHire a private AI tutor for anything — it reads how you actually learn and teaches the next lesson just for you. Bloom's 2-Sigma research as a Claude Code skill + self-hostable web app · 中文优先 苏格拉底式 AI 家教
chrichuang218/ai-learning-coach/plugins/ai-learning-coach/skills/focus-coach Skill
199★ repoAI private learning coach for Codex: learn through real projects, adaptive dialogue, debugging, evidence-based mastery, and visible progress.
gapmiss/obsidian-plugin-skill/.agents/skills/obsidian Skill
182★ repoAgent SKILL for Obsidian.md plugin development
awkoy/notion-mcp-server/io.github.awkoy/notion-mcp-server MCP server
165★ repoToken-auth Notion MCP: pages, databases, blocks, comments, files. Runs headless in CI and agents.
read2017/learn-anything-with-AI/skills/learn-anything-skill Skill
159★ repoA reusable AI learning skill for mastering almost any subject through project-driven learning, mastery checks, and authoritative sources.
runesleo/claude-video-kit/skills/video-explainer Skill
113★ repoAgent Skill + Remotion pipeline: brief/script → review receipt → narrated 9:16 explainer. RC: video-explainer skill.
tamdogood/builder-essential-skills/skills/async-learning-teacher Skill
109★ repoA repository for skills that are essential to my daily work
flowing-abyss/obsidian-hybrid-search/io.github.flowing-abyss/obsidian-hybrid-search MCP server
98★ repoSearch Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.
Tubo2333/obsidian-knowledge-brain Skill
90★AI agent skill that remembers every technical decision & bug fix across sessions — and learns from them. v4.0, MIT. | 跨会话记忆的AI编程助手知识大脑
flysheep-ai/education-skills/gaokao-chinese-tutor Skill
80★ repo教育类 Claude Code Skills 集合 - 包含各类教学辅导和学习支持工具
hdkiller/coach/com.coachwatts/coach-watts MCP server
76★ repoRemote MCP server for training, nutrition, wellness, and performance data with OAuth 2.0.
smixs/mentor/mentor Skill
74★ repomentor — a session-insights skill for AI coding agents. This skill reads your local Claude Code and OpenAI Codex history and writes an /insights-style HTML report on how you work: what you build, where you lose time, and concrete fixes. An agent skill for Claude Code, Codex, and any skills-capable agent.
ankimcp/anki-mcp-server-addon/ai.ankimcp/anki-mcp-server-addon MCP server
no license68★ repoAnki addon that exposes your flashcard collection to AI assistants via a local MCP server.
HeshamFS/materials-simulation-skills/skills/core-numerical/convergence-study Skill
61★ repoAgent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.
Newuxtreme/watch-video-skill Skill
52★A Claude skill that teaches your AI to watch videos. Use it to learn, absorb, copy, or give visual feedback like you would to a real person.
henilcalagiya/mcp-apple-notes/io.github.henilcalagiya/mcp-apple-notes MCP server
52★ repoMCP server for Apple Notes integration using AppleScript with full CRUD operations
Grey-Iris/easy-notion-mcp/io.github.misterwigglesworth/easy-notion MCP server
49★ repoMarkdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidelity.
es617/obsidian-sync-mcp/io.github.es617/obsidian-sync-mcp MCP server
44★ repoGive AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.
strangeadvancedmarketing/Adam/io.github.strangeadvancedmarketing/adam-framework MCP server
44★ repoPersistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.
WALKERKILLER/Look-Tongji-Notes Skill
39★Transcribing Lessons from Tongji Look Platform to Notes with Agent Skill.
n24q02m/better-notion-mcp/io.github.n24q02m/better-notion-mcp MCP server
36★ repoMarkdown-first MCP server for Notion API with 8 composite tools and 39 actions.
weisi-gu/xiaoyuzhou-podcast-notes Skill
35★把小宇宙单集播客转成结构化Markdown笔记的Skill
nmdra/notebrain-cli/.agents/skills/notebrain Skill
27★ repoA local-first CLI that makes your Obsidian vault (or Markdown Notes) searchable and AI-Agents queryable with semantic search and hidden connections. 100% local, no servers.
michael-uplive021/learning-practice-coevolution Skill
27★An agent skill that turns reading into active recall, critique, and real-task practice—so you can use what you learn.
anliberant/obsidian-ai-setup Skill
no license24★Bootstrap a fully personalized Obsidian vault with AI. Interactive onboarding, document ingestion, and automatic knowledge base generation for Claude Code and compatible AI agents.
cobibean/agent-memory-wiki/skills/note-taking/obsidian Skill
22★ repoObsidian-powered daily logs, session logs, /prepforreset handoffs, and wiki janitor skills for AI agents.
ColinEberhardt/claude-running-coach/running-race-coach/skills/running-coach Skill
20★ repoAn AI-powered running coach that provides personalized training plans, analyzes your workouts, and offers evidence-based coaching guidance.
analyticalmonk/explain-this/skills/creating-explainers Skill
18★ repoAn agentic skills framework for creating interactive HTML explainers for a topic, documents or codebase
aliasunder/vault-cortex/io.github.aliasunder/vault-cortex MCP server
17★ repoStandalone MCP server for Obsidian vaults — hybrid search, notes & files, memory, tasks, OAuth 2.1.
JEFF7712/claude-tutor/skills/tutor Skill
16★ repoA tutor skill for Claude
backspace-shmackspace/claude-devkit/contrib/journal-recall Skill
15★ repoclaude-devkit - an agentic coding framework
2362094903-ops/study-assistant-skills/study-assistant Skill
15★ repoAI 学习辅导 · Claude Code Skill 套件：根据上传的教材/课件按章节学习，适用于考研、期末、资格考试——思维导图 / 讲义 / 真题风格试卷 / 错题本 / 费曼检验 / 掌握度仪表盘，进度跨会话保存
jalliet/flashcards Skill
no license14★Augment Claude with this skill to help create atomic flashcards from a bank of sources (project ideally) that help you learn based precisely on the science.
rookiestar28/Agentique-CLI/starters/portable-profile-review/codex-skill Skill
14★ repoAn open-source companion repo for Agentique.io: a free community hub for discovering, sharing, and reusing trusted AI agent resources.
netresearch/claude-coach-plugin/skills/coach Skill
no license13★ repoAgent Skill: Self-improving learning system - detects friction, proposes improvements | Claude Code compatible
ALucek/apple-notes/plugins/apple-notes/skills/apple-notes Skill
13★ repoClaude Code Plugin for Interacting with Apple Notes via Agent Skills
phelps-sg/claude-code-obsidian-skills/skills/external-sync Skill
no license13★ repoClaude Code skills that turn an Obsidian vault into a shared human/AI knowledge base
OleksandrKucherenko/mcp-obsidian-via-rest/io.github.OleksandrKucherenko/mcp-obsidian-via-rest MCP server
13★ repoAccess Obsidian vaults via Local REST API - read, search, and interact with notes
2389-research/summarize-meetings/skills Skill
12★ repoBatch-process meeting transcripts from Obsidian vault into structured summaries with knowledge graph updates, people notes, and concept extraction
ahundt/autorun/notes Skill
no license12★ repoClaude Code & codex plugin + Gemini cli extension to keep ai running, keep data safe, plan better, and keep running until tasks are done.
Portfolio case study generator
SonwaneyY/portfolio-case-study-generator Skill
12★Portfolio case study generator built as a Claude Code skill. Turns messy project notes into recruiter-ready UX, product, and design case studies in 9 story formats (STAR, Hero's Journey, Before/After/Bridge, and more).
06f65bbf 3f3a 4a19 a3c2 46ec20d03f26
onurkanbakirci/awesome-skills/public/skills/06f65bbf-3f3a-4a19-a3c2-46ec20d03f26 Skill
no license12★ repoBrowse, search and download AI agent skills
ai-shifu/skills/skills/ai-shifu-course-creator Skill
no license11★ repoSkills for creating 1v1 interactive courses with AI-Shifu
SPerekrestova/interactive-leetcode-mcp/io.github.SPerekrestova/interactive-leetcode-mcp MCP server
11★ repoInteractive LeetCode MCP server with authorization and solution submission capabilities
arielbk/anki-mcp/io.github.arielbk/anki-mcp MCP server
11★ repoMCP server for integrating with Anki flashcards through conversational AI
Flexonze/claude-init/.claude/skills/explain Skill
10★ repoAutomatically generate Claude Code configs tailored for your project.
r007b34r/opencode-obsidian-knowledge-workflow/skills/connection-review Skill
10★ repo7 AKU-architected skills for OpenCode + Obsidian MCP: obsidian-mcp, inbox-triage, connection-review, weekly-synthesis, context-maintenance, vault-health-feedback, note-promotion. Knowledge Activation v4 with validators, EDD evals, and CI. Built on obsidian-mcp-server. Works with OpenCode and Claude Code.