Explainers
526 rows, by stacks then stars
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
apache/magpie/skills/newcomer-issue-explainer Skill
78★ repoAgent-assisted maintainership and development framework for Apache projects — Triage, Mentoring, Drafting (agent-authored fixes with human review), and Pairing (developer-side dev-cycle) skills shipping; Agentic Autonomous (auto-merge) on the roadmap.
Forming an openrig mental model
mvschwarz/openrig/packages/daemon/assets/plugins/openrig-core/skills/forming-an-openrig-mental-model Skill
59★ repoMulti-agent harness that runs Claude Code and Codex together as one system
ComeOnOliver/skillshub/skills/Lum1104/Understand-Anything/understand-explain Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/adithya-s-k/manim_skill/manim-composer Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/curiouslearner/code-explainer Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/nexteacc/explain-expert Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
Code documentation code explain
ComeOnOliver/skillshub/skills/aiskillstore/marketplace/sickn33/code-documentation-code-explain Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/github/awesome-copilot/mentoring-juniors Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
ComeOnOliver/skillshub/skills/nicobailon/visual-explainer/visual-explainer Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
Code documentation code explain
ComeOnOliver/skillshub/skills/rmyndharis/antigravity-skills/code-documentation-code-explain Skill
59★ repo🧠 The right skill, one API call. AI agent skills registry with token-efficient skill resolution. 5,000+ skills from 500+ top repos.
Insurance policy faq explainer
allinherog-star/ai-skills/skills/insurance-policy-faq-explainer Skill
no license47★ repoAI Skills（ai-skills.ai）是一个面向各行各业的 AI 技能库。可直接用于openclaw，Hermes，qclaw，claude code，codex等智能体平台。为你的职业发展、行业竞争力，增加更多可能。
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-claude/.claude/skills/explain-first-interrogator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Individual spacing algorithm explainer
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-claude/.claude/skills/individual-spacing-algorithm-explainer Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-claude/.claude/skills/mental-model-mapper Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-codex/.agents/skills/explain-first-interrogator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Individual spacing algorithm explainer
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-codex/.agents/skills/individual-spacing-algorithm-explainer Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-codex/.agents/skills/mental-model-mapper Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-cursor/.cursor/skills/explain-first-interrogator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Individual spacing algorithm explainer
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-cursor/.cursor/skills/individual-spacing-algorithm-explainer Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-cursor/.cursor/skills/mental-model-mapper Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-forgecat/skills/explain-first-interrogator Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
Individual spacing algorithm explainer
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-forgecat/skills/individual-spacing-algorithm-explainer Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/garethmanning/education-agent-skills/for-forgecat/skills/mental-model-mapper Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
nota-america/forgecat-agent-profiles/profiles/mengto/skills/mango_skills_agent-skills-codex/for-forgecat/skills/audit-verify-explain-grade-5 Skill
46★ repoProduction-ready AI agent profiles for Claude Code, Cursor, and Codex. Search, install, and contribute ForgeCat packages.
rse/ase/plugin/skills/ase-code-explain Skill
44★ repoAgentic Software Engineering (ASE)
rse/ase/plugin/skills/ase-meta-eli5 Skill
44★ repoAgentic Software Engineering (ASE)
cypress-io/ai-toolkit/skills/cypress-explain Skill
38★ repoFast, flexible, and open tooling for building intelligent workflows with Cypress.
owainlewis/agent-skills/skills/explain-visually Skill
no license37★ repoMy personal agent skills
owainlewis/agent-skills/skills/feynman Skill
no license37★ repoMy personal agent skills
inbharatai/claude-skills/skills/explainer-writer Skill
28★ repoCurated Claude and Codex skill collection for local AI workflows, automation, research, and product-building.
charlieviettq/awesome-agent-skill/.claude/skills/hum-historical-analogy Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.claude/skills/meta-first-principles Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/hum-historical-analogy Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
charlieviettq/awesome-agent-skill/.cursor/skills/asgard-ai-platform/meta-first-principles Skill
24★ repoCurated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).
moeru-ai/auv/.agents/skills/m14-mental-model Skill
23★ repo📱🐭 No we are not computer use, it's Application Use Via... a unified orchestration layer of OS automation, 0 token cost
Layered first principles teaching
Dqz00116/skill-lib/layered-first-principles-teaching Skill
22★ repoA curated collection of reusable AI Agent Skills for standardized workflows, best practices, and domain expertise.
Dqz00116/skill-lib/paper-first-principles Skill
22★ repoA curated collection of reusable AI Agent Skills for standardized workflows, best practices, and domain expertise.
ur-grue/autopunk-media-skills/skills/data-journalism/analysis/statistics-explainer Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
ur-grue/autopunk-media-skills/skills/data-journalism/publishing/methodology-explainer Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
ur-grue/autopunk-media-skills/skills/media-business/legal/creative-commons-explainer Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
ur-grue/autopunk-media-skills/skills/research/scientific-academic/science-jargon-explainer Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
ur-grue/autopunk-media-skills/skills/tv-documentary/scripting/animated-explainer-script Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
Animated explainer script writer
ur-grue/autopunk-media-skills/skills/writing/broadcast/animated-explainer-script-writer Skill
21★ repo394 free AI skills and 6 agents for media professionals — journalists, producers, podcasters, YouTubers. Quality-tested. Works with Claude, ChatGPT, Cursor, Codex CLI, and more.
mehrad-dm/mastermind/skills/explain Skill
20★ repo⚗️ Experimental — A genius-builder brain for your AI coding tools: sharp defaults, real judgment, and the discipline to check their own work. For Claude Code, Codex, Cursor & Copilot. Just markdown; it improves itself over time.
ducpm2303/claude-java-plugins/plugins/java-core/skills/java-explain Skill
no license17★ repoJava developer toolkit for Claude Code — skills, agents, hooks, and coding standards for Java 8+ projects
PrunaAI/pruna-skills/skills/workflows/interactive-explainer Skill
17★ repoAgent skills and plugins to give your agents access to Pruna API and generation workflows.
kunitoki/sonic-skills/skills/audio-math-explainer Skill
15★ repoModular Markdown-based audio skills for AI agents and developers, covering signal processing, synthesis, effects, analysis, and spatial audio.
kunitoki/sonic-skills/skills/audio-signal-flow-explainer Skill
15★ repoModular Markdown-based audio skills for AI agents and developers, covering signal processing, synthesis, effects, analysis, and spatial audio.
ivanshamaev/de-agent-skills/group_skills/starrocks_group_skills/starrocks_explain_plan Skill
no license15★ repoПрофессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform
ivanshamaev/de-agent-skills/group_skills/trino_group_skills/trino_explain_plan_review Skill
no license15★ repoПрофессиональные Data Engineering Agent Skills для разработки AI Agentic Data Platform
onfire7777/universal-ai-skills-library/skills/first-principles-thinking Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/gamified-app Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/synthesis-and-analogy Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
onfire7777/universal-ai-skills-library/skills/thinking-first-principles Skill
14★ repoRouter-first AI skill system for Codex, Claude, Cursor, Hermes, Paperclip, OpenCode, and local AI stacks: search, preflight-route, and load 1,812 skills on demand without duplicating the corpus.
steph-dove/klaussy-agents/examples/fastapi/.agents/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
steph-dove/klaussy-agents/examples/fastapi/.claude/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
steph-dove/klaussy-agents/examples/fastapi/.cursor/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
steph-dove/klaussy-agents/examples/fastapi/.gemini/antigravity-cli/plugins/klaussy/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
steph-dove/klaussy-agents/examples/fastapi/.gemini/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.
steph-dove/klaussy-agents/examples/fastapi/.github/skills/fastapi-explain Skill
13★ repoA multi-agent context, rules, and hooks boilerplate generator. With a single command, it scaffolds conventions, namespaced skills, stack-appropriate settings, and interactive guardrails for seven major AI coding environments, matching each agent's native file formats and capability profiles.