278 of these skill files have been read, by 274 distinct authors, and what they tell an agent counted. What Explainers authors agree on, and what they forbid

• 1

  Diff risk explainer

  topoteretes/cognee/examples/demos/skill_feedback_loop/skills/diff-risk-explainer · Skill

  29,855★ repo

  Cognee 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.

• 2

  Manim composer

  adithya-s-k/manim_skill/skills/manim-composer · Skill

  1,055★ repo

  Agent skills for Manim to create 3Blue1Brown style animations.

• 3

  Analogy

  danium/lateral-thinking/skills/analogy · Skill

  225★ repo

  Lateral thinking skills for AI agents - 8 techniques + a router. de Bono for your coding agent.

• 4

  Video explainer

  runesleo/claude-video-kit/skills/video-explainer · Skill

  113★ repo

  Agent Skill + Remotion pipeline: brief/script → review receipt → narrated 9:16 explainer. RC: video-explainer skill.

• 5

  Creating explainers

  analyticalmonk/explain-this/skills/creating-explainers · Skill

  18★ repo

  An agentic skills framework for creating interactive HTML explainers for a topic, documents or codebase

• 6

  Explain

  Flexonze/claude-init/.claude/skills/explain · Skill

  10★ repo

  Automatically generate Claude Code configs tailored for your project.

• 7

  Concept explanation

  viacheslav-tronko/claude-code-harness/.claude/skills/concept-explanation · Skill

  6★ repo

  Claude Code Harness

• 8

  Mental model

  automazeio/mental-model-skill/mental-model · Skill

  6★ repo

  Maintains a living mental model of the codebase. Read mental-model.md before making changes, update it when discovering new patterns or behaviors.

• 9

  Docent ar

  benelser/docent/packages/agent/skills/docent-ar · Skill

  5★ repo

  Point it at anything — a codebase, a PR, an essay, a paper, a URL — and get back a narrated, animated film that argues for what it explains. A closed grammar of explanation rendered by a coding agent, judged before it ships.

• 10

  Explainer assets

  BusyBee3333/animated-explainer-skills/skills/explainer-assets · Skill

  4★ repo

  Build Kurzgesagt-quality animated explainer videos as one self-contained HTML file — GSAP choreography patterns, YouTube-retention method, overlap auditor, ElevenLabs VO pipeline. Claude Code skills + standalone tools. MIT.

• 11

  Explain error

  Brattlof/skillet/examples/explain-error · Skill

  4★ repo

  Package manager for MCP servers, Agent Skills (SKILL.md), and Claude Code commands, hooks, subagents, and output styles. Installs into Claude Code, Cursor, Codex, Gemini CLI, Copilot, and Cline.

• 12

  Einstein simplify

  jmsmrgn/einstein-simplify · Skill

  3★

  A Claude Code skill that rewrites technical content so non-technical audiences follow every word, without losing accuracy or depth.

• 13

  Paper for beginners

  MRT-8/paper-for-beginners/skills/paper-for-beginners · Skill

  3★ repo

  将学术论文转化为小白也能看懂的通俗解读 | Claude Code Skill for explaining academic papers to beginners

• 14

  Explain engineering plainly

  HCW-AI2006/explain-engineering-plainly/skills/explain-engineering-plainly · Skill

  2★ repo

  Turn engineering-heavy updates into concise, accurate plain language.

• 15

  Visual explainer

  theclaymethod/artifacture/plugins/visual-explainer · Skill

  2★ repo

  Verified visual explainers for coding agents — MDX/React authoring, deterministic design-quality verification, multi-model eval harness

• 16

  Bloodwork explainer

  SkillMedev/health-and-longevity/skills/bloodwork-explainer · Skill

  1★ repo

  Evidence-informed skills for building strength, mobility, and lasting health.

• 17

  Dianpo

  jyuwaaw/dianpo-skill/skills/dianpo · Skill

  1★ repo

  Claude Code skill that explains the mental model behind any technical mechanism — who issues the token, who verifies whom, and why it's designed that way. 点破技术机制背后的信任拓扑。

• 18

  Business decoder

  viktor-milev/claude-skills/business-decoder · Skill

  1★ repo

  A small library of Claude skills, built for real analytical work and validated before publishing.

• 19

  Visual explainer

  Cyber-Gen/visual-explainer-skill/skills/visual-explainer · Skill

  1★ repo

  Visual Explainer skill that actually works.

• 20

  Visual explainer diff

  jircik/Visual-Explainer/skills/visual-explainer-diff · Skill

  1★ repo

  Claude Code skills that generate interactive HTML dashboards explaining a codebase and its diffs. Architecture, file maps, and flow diagrams in a single file.

• 21

  Html docs

  raunaqbn/html-docs-skill/html-docs · Skill

  1★ repo

  Turn a folder, codebase, website, PDF, document, or research topic into a beautiful HTML document, narrated explainer video, or complete course.

• 22

  First principles thinking

  akshat10/skills/first-principles-thinking · Skill

  1★ repo

  Agent skills

• 23

  Visual teacher

  Maksim-Burtsev/visual-teacher/skills/visual-teacher · Skill

  1★ repo

  Visual-first Agent Skill for Codex and Claude Code: Mermaid diagrams, timelines, tables, and note-ready explanations.

• 24

  Xuanqing visual explainer cards

  xuanqing-95/xuanqing-visual-explainer-cards · Skill

  1★

  Create validated 3:4 Xiaohongshu knowledge cards with editorial HTML and slot-matched AI illustrations.

• 25

  Explain my own code

  khaichonggg/explain-my-own-code · Skill

  1★

  Agent Skill for teaching learners how their existing code actually works.

• 26

  Eli5

  bwitlin/claude-skills/plugins/eli5/skills/eli5 · Skill

  0★ repo

  Claude Code skills and rules for self-improving workflows -- feedback loops, learning tools, and creative comparison

• 27

  Erklaerbaer

  manu-brighter/claude-code-kit/plugins/dev-workflow/skills/erklaerbaer · Skill

  0★ repo

  Claude Code plugin marketplace — 5 workflow skills (autonomous codebase overhaul, docs/i18n sync, publishing prep) and 5 specialist agents for GPU-heavy frontends (WebGL fluid sim, GLSL print rendering, perf, motion + a11y, i18n)

• 28

  Explain code

  dan1elw/dotclaude/skills/explain-code · Skill

  0★ repo

  🔨 Helpful Claude Code Setup

• 29

  Skill

  jasonchanjj123/Study-Tutor-Skill/Skill · Skill

  0★ repo

  A highly capable Study Tutor AI agent skill that transforms passive lecture notes, slides, and academic files into active-recall study assets. Built to integrate directly with your AI agent workflow, this skill automatically reads academic materials and generates interactive, polished HTML study guides.

• 30

  Marathi doc explainer

  tejasashinde/marathi-agent-skills/skills/marathi-doc-explainer · Skill

  0★ repo

  A collection of modular AI agent skills for native Marathi language processing with Claude Code, Cline, etc

• 31

  First principles

  mcltyl/first-principles-skills/skills/first-principles · Skill

  0★ repo

  Cut through complexity by reasoning from fundamental truths. Agent Skill for first-principles thinking.

• 32

  Explain like mom

  mcltyl/explain-like-mom-skills/skills/explain-like-mom · Skill

  0★ repo

  Explain crypto/AI/your job to parents without their eyes glazing over. Jargon → plain language with relatable analogies.

• 33

  Learning os

  alphilippo/learning-os · Skill

  0★

  A learning system skill for Claude — learning paths, concept explainers, study sessions, knowledge synthesis, and math catchup with verification built in

• 34

  First principles thinking

  B143KC47/first-principles-thinking-skill/first-principles-thinking · Skill

  0★ repo

  First-principles thinking skill for AI agents: break problems into fundamentals, challenge assumptions, and rebuild better solutions.

• 35

  Zoom out

  RobertGumeny/skills/zoom-out · Skill

  0★ repo

  Agent Skills for Claude Code and other SKILL.md-compatible agents — featuring zoom-out, a mid-session reorientation skill

• 36

  Deep inquiry

  Aethon-Chrysean/llm-prompt-lab/Skills/deep-inquiry · Skill

  0★ repo
• 37

  Explain like im 10

  gitsukrit/claude-skills/explain-like-im-10 · Skill

  0★ repo

  Claude Code skills for plain-language explanations and other output-reshaping patterns

• 38

  Html book builder

  sbina6/learning-skills/html-book-builder · Skill

  0★ repo

  Two open-source Claude skills: build interactive HTML books that teach any topic, and forge raw ideas into workable plans.

• 39

  Analogy check

  natexai2026/2030-skills/skills/analogy-check · Skill

  0★ repo

  Twelve portable reasoning skills for thinking clearly under uncertainty — a Claude Code plugin bundle (evidence grading, disaggregation, steelmanning, scenario branching, value frames, claim validation, hype checking, disparate-impact audit, anti-slop prose, and more).

• 40

  Claude skill

  lu-zhengda/skill-port/test/fixtures/claude-skill · Skill

  0★ repo

  CLI to convert AI agent skills across codex, claude-code, and cursor formats.

• 41

  First principles

  ntguion/first-principles-skill/first-principles · Skill

  0★ repo

  Agent Skill for evidence-aware first-principles analysis of complex decisions and system tradeoffs

• 42

  Code explainer

  baboonzero/code-explainer/code-explainer · Skill

  0★ repo

  Analyze any local folder or GitHub repo into a high-fidelity, two-tier onboarding guide with crisp markdown explainers, validated Mermaid diagrams, and rendered SVG/PNG architecture and flow visuals for PMs, designers, and engineers.

• 43

  Lzc explain words

  Kiasma1/lzc-explain-words · Skill

  0★

  Museum-grade bilingual English word cards (etymology, nuance, Mermaid topology). Agent Skill + offline HTML renderer + extreme stress tests.

• 44

  Interactive article skill

  Hari31416/interactive-article-skill · Skill

  no license0★

  Skill for your agent to generate standardized interactive HTML artifacts with diagrams, animations, flash cards, quizes etc. instead of simple markdown

• 45

  First principles engineering operator

  walterkken/engineering-operator-agents/first-principles-engineering-operator · Skill

  no license0★ repo

  Employee-style agent skills for first-principles engineering review and multi-agent coordination.

• 46

  Eli engineer

  patrick204nqh/skills/skills/audience/eli-engineer · Skill

  0★ repo

  Agent skills that help humans actually understand what the agent is telling them.

• 47

  Mental model selector

  ponzgpt/mental-models-toolkit/skills/mental-model-selector · Skill

  0★ repo

  Hermes/OpenClaw-native mental model skill pack for decisions and risk checks

• 48

  Markmap analogy mindmap

  fengyunzaidushi/markmap-skill/skills/markmap-analogy-mindmap · Skill

  no license0★ repo

  生成先整体后局部、每层默认最多 5 个分支的内容优先 Markmap 思维导图

• 49

  Explain

  danjutan/explain/skills/explain · Skill

  0★ repo

  Agent skill: teach any subject as a concept ladder, rendered as a self-contained HTML page

• 50

  Analogy builder

  aoli0919/visual-thinking-skills/skills/analogy-builder · Skill

  0★ repo

  Skills for turning abstract ideas into concept maps, analogies, diagrams, and visual explanations.

• 51

  Dumb it down

  breadoncee/dumb-it-down · Skill

  0★

  Turn dense coding-agent plans into plain, decision-focused language with everyday analogies — an Agent Skill that simplifies the language without dropping the stakes.

• 52

  Explain fix

  TheEdoRan/skills/skills/explain-fix · Skill

  0★ repo

  My AI agent skills collection.

• 53

  Cron explainer

  IdoAzaCalls/cron-explainer/io.github.IdoAzaCalls/cron-explainer · MCP server

  0★ repo

  Cron expression parser: explains any cron + returns next N fire times. Timezone-aware.

• 54

  Code explainer

  lazymac2x/code-explainer-api/io.github.lazymac2x/code-explainer · MCP server

  no license0★ repo

  Cloudflare Workers MCP server: code-explainer

• 55

  Explain code

  AgnosticUI/agnosticui/.claude/skills/explain-code · Skill

  823★ repo

  AgnosticUI Local (v2) is a CLI-based UI component library that copies components directly into your project. Works with AI tools, agent-driven UIs, and prompt-ready workflows.

• 56

  Explaining codebases

  analyticalmonk/explain-this/skills/explaining-codebases · Skill

  18★ repo

  An agentic skills framework for creating interactive HTML explainers for a topic, documents or codebase

• 57

  Explain

  thoughtbot/rails-consultant/skills/explain · Skill

  17★ repo

  A collection of skills for Rails development and consulting with an emphasis on learning, communication, and client success.

• 58

  Study feynman

  2362094903-ops/study-assistant-skills/study-feynman · Skill

  15★ repo

  AI 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

• 59

  Blitz

  renky1025/agent-skills/blitz · Skill

  6★ repo

  a kinds of skills can run in any agents, totally free.

• 60

  Explainer studio

  BusyBee3333/animated-explainer-skills/skills/explainer-studio · Skill

  4★ repo

  Build Kurzgesagt-quality animated explainer videos as one self-contained HTML file — GSAP choreography patterns, YouTube-retention method, overlap auditor, ElevenLabs VO pipeline. Claude Code skills + standalone tools. MIT.