100x Learning
帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题；也能把字幕和自动转写稿整理成忠实、连续、可读的完整来源，接入视频与社交来源，筛选值得继续学习或分享的片段，并初始化、检查和维护本机私人知识库。适用于材料讲解、概念拆解、研究核查、系统学习、实践应用、字幕整稿、知识沉淀与知识库维护；不负责文章或其它内容创作、改写润色、写作审查、选题运营、案例钩子、写作记忆和发布复盘。
Install
npx skills add CheshireMew/100x-learning --skill 100x-learninggit clone --depth 1 https://github.com/CheshireMew/100x-learning.git /tmp/100x-learning
mkdir -p ~/.claude/skills
cp -r /tmp/100x-learning/. ~/.claude/skills/100x-learningPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# 100x Learning ## 目标 把材料、陌生主题或真实问题变成用户现在能理解、判断、使用和继续追查的结果。资料已经足够时停止，不把简单问题扩成研究项目，也不把一次学习自动变成长线系统。 普通解释、研究结果、比较、清单和实践方案默认在当前回复完成。字幕与自动转写稿按本 Skill 的明确约定整理并写入私人知识库；其它结果只有用户明确要求保存、更新或沉淀时才持久化。 ## 核心原则 1. **先完成用户真正要的结果。** 用户只要解释就讲清，只要研究就交付研究，只要保存才写入，不自动增加相邻任务。 2. **忠实区分材料、证据和解释。** 保留来源原貌、关系、顺序、限定条件与未知边界；事实、推断、观点和教学例子不混为一谈。 3. **研究到足够使用为止。** 当前材料能够回答问题时直接使用；材料不足或关键事实可能改变结论时，再寻找并阅读全文、原始页面或完整上下文。 4. **知识必须进入真实用途。** 解释服务理解，研究服务判断，实践服务行动；方法、工具和知识库结构不能取代用户结果。 ## 根据请求读取方法 - 判断学习方法读取 `references/learning-process-and-method-selection.md`；理解材料与筛选片段读取 `references/material-analysis.md`，需要筛选值得分享的原始片段时再使用 `references/shareable-content-selection.md`。 - 用户明确要求研究主题、比较来源或核查重要事实时读取 `references/research-context-reuse.md` 和 `references/research-led-learning.md`；解释概念读取 `references/concept-deconstruction.md`；系统学习读取 `references/continuous-learning.md`。 - 把知识用于真实问题读取 `references/practice-led-learning.md`。 - 用户提供视频、社交帖子或 Thread，且没有同时提供能够完成当前结果的可靠正文时，先按 `references/source-ingestion.md` 取得正文、时间位置、关键画面和必要上下文。 - 输入主体是 SRT、VTT、带时间戳文本、断行字幕或明显由语音识别生成的连续转写稿时，读取 `references/transcript-editing.md`，整理并校正为忠实、连续、可读的完整来源，再写入私人知识库的 `20-Sources/Transcripts`。 - 私人知识库的初始化和接入读取 `references/private-knowledge-library.md`；知识写入读取 `references/knowledge-base-workflow.md`；库健康检查读取 `references/knowledge-base-health.md`；批量接入读取 `references/bulk-knowledge-ingestion.md`；长材料或一批材料无法在当前任务可靠完成，或用户明确要求分轮继续时，读取 `references/durable-learning-projects.md`。
Details
- Skill name
100x-learning- Repository
- CheshireMew/100x-learning
- License
- MPL-2.0
- Repo updated
- 19 October 2026
FAQ
What does the 100x Learning skill do?
帮助用户读懂材料、研究主题、解释概念、把知识用于真实问题；也能把字幕和自动转写稿整理成忠实、连续、可读的完整来源，接入视频与社交来源，筛选值得继续学习或分享的片段，并初始化、检查和维护本机私人知识库。适用于材料讲解、概念拆解、研究核查、系统学习、实践应用、字幕整稿、知识沉淀与知识库维护；不负责文章或其它内容创作、改写润色、写作审查、选题运营、案例钩子、写作记忆和发布复盘。
How do I install the 100x Learning skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add CheshireMew/100x-learning --skill 100x-learning. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is 100x Learning popular?
It lives in CheshireMew/100x-learning, which has 98 GitHub stars and 5 forks.
Related skills
Build to Learn
84Tasihi89/build-to-learn
Learn by building — learning is the goal, building is the test. When the user wants to make something, first turn the product into scenario scripts, translate those into capability blocks, then cut a ladder of stages: stage 1 is a runnable MVP, every later stage adds one block and still runs. Each stage carries a component diagram as the learning object. Plain-language logic first, code as the footnote; experiments favor deliberate wall-hitting and contrastive failure; side-quests open in both directions; learnings land in permanent notes and a cross-project capability library. Built for the d
Reverse Engineer Anything Self Learning Loop
120Speedrunlab/reverse-engineer-anything-self-learning-loop
Reverse Engineer Anything with a Self-Learning Loop: examine software you are authorised to analyse, build your own working equivalent, then review it against the original with evidence, plan the gaps, improve, and repeat until a written definition of 100% is met, learning from every iteration so the next product starts further along. Use for: rebuilding a product whose source is lost, a compatible replacement for a tool you license, a port to a new platform, finishing a reconstruction that stalled at 80%. Static-first, evidence-led, authorisation-gated; it builds its own design and never copi
Learn Codebase
98ktaletsk/learn-codebase
Socratic tutor that teaches codebase understanding through questioning, challenges, and active recall. Invoke with /learn-codebase when onboarding to a new codebase or deepening understanding of existing code. Maintains a learning journal that tracks mastery and schedules reviews.
Fireworks Open Eli5
191yizhiyanhua-ai/fireworks-open-eli5
Create evidence-aware, interactive visual explainers as self-contained offline HTML. Use when a user asks to explain a concept, repository module, engineering tradeoff, or incident with a diagram, walkthrough, ELI5 treatment, data/request trace, failure view, or teach-back. Do not use for a plain short answer, ordinary prose rewrite, generic website implementation, or unsupported claims presented as facts.
Socratic Method
46malkreide/socratic-method-skill
Transform Claude into a Socratic tutor that guides users to discover knowledge through disciplined questioning rather than direct instruction. Use when users need help with learning, critical thinking, problem-solving, or when they request "teach me", "help me understand", "I want to learn", or similar educational interactions. Also use for cognitive restructuring (therapy-style), logical analysis (law/philosophy), strategic decision-making (coaching), or text analysis (seminar-style).
Good Learning
259yoli-mi/good-learning
根据教材、考纲、试卷和学习时间制定学科备考或目标分数学习方案，并逐日讲解、出题、记录错题和调整计划。适用于考试、竞赛及有明确成绩目标的科目学习。
Browse the most popular Claude skills, all learning & education skills, or write your own with the skills generator.