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
Ghosteken/agent-harness/archive/skills-community/lightning-factory-explainer Skill
2★ repoProduction-grade engineering skills and specialist agent personas for AI coding assistants. Orchestrates the full SDLC, from spec to ship, with structured verification gates, anti-rationalization checks, and senior-level engineering discipline.
jamestexas/agents/skills/explain-work Skill
no license2★ repoCurated library of Claude Code subagents and skills (23 agents, 20 skills) with an idempotent installer that symlinks into ~/.claude. Frontmatter-driven; spec-compliant with Anthropic and Gemini schemas.
eddmann/agent-toolkit/skills/explain Skill
no license2★ repoCollection of reusable skills and extensions for AI coding agents - prompts, Pi extensions, and other bits and pieces.
kevinaimonster/skill-hub/skills/error-explainer Skill
no license2★ repo技能宝 SkillHub - 中文AI技能搜索、安装与智能推荐平台
suryast/free-ai-agent-skills/explain-codebase Skill
2★ repoCode documentation code explain
bcastelino/agent-skills-kit/skills/code-documentation-code-explain Skill
2★ repoToolkit for authoring and packaging Agent Skills. Includes a meta skill, templates, a sample skill, and scripts for validation and packaging
rakibulism/agent-skills-os/skills/learn Skill
2★ repoTHE UNIVERSAL AGENT SKILLS LIBRARY
rakibulism/agent-skills-os/skills/student Skill
2★ repoTHE UNIVERSAL AGENT SKILLS LIBRARY
VectorPeak/vectorpeak-agent-skills/knowledge-skills/ai-learning-mentor-vp Skill
2★ repoA structured collection of reusable Agent and Codex skills for software engineering, knowledge management, and professional workflow automation.
ShenyuanNext/wepr-growth-skills/skills/yao-geo-explainer-builder Skill
2★ repoExecutable Agent Skills for PR, SEO/GEO, paid media, Xiaohongshu full-funnel operations, content, brand and global growth|WEPR 可执行增长技能库
adtn0810/truestack/skills/truestack-explain-plain Skill
2★ repoHonesty-first coding skill set for Claude Code — 21 skills behind an orchestrate router with an enforced governance gate, a code↔memory tally, and auto-research. Built for self-hosted work.
furkangonel/cowrangler/bundled_skills/learn Skill
2★ repoAutonomous terminal AI agent for workflows and feasible project procedures. Co-Worker Co-Wrangler 🐙
TeamDzX/myllm-skills/skills/explain-simply Skill
2★ repoCurated open Agent-Skill format skills for MyLLM (the on-device iOS AI agent). Install with /skill add teamdzx/myllm-skills.
rrpauls/hermes-esra/optional-skills/evolutionary-self-dev/mental-model-updater Skill
2★ repoEvolutionary Self-Recursive Architecture for Hermes Agent — meta-skills, OODA, smart orchestration
Pyfagorass/bookofspells/skills/cypress/cypress-explain Skill
no license2★ repo📖 The Book of Spells: a curated, enchanted index of real LLM tooling — and a pipeline that gathers SKILL.md skills from many houses into one searchable shelf.
ViktorsBaikers/DevRites/pack/.claude/skills/rite-explain Skill
no license1★ repoStop your AI from shipping half-baked code. A disciplined senior-engineer workflow for Claude Code (spec, vet, build, prove, review, seal, ship) that keeps each feature's state on disk, catches spec drift mid-build, gates every phase on your project's principles, and refuses to claim "done" without proof.
ViktorsBaikers/DevRites/pack/generated/claude/skills/rite-explain Skill
no license1★ repoStop your AI from shipping half-baked code. A disciplined senior-engineer workflow for Claude Code (spec, vet, build, prove, review, seal, ship) that keeps each feature's state on disk, catches spec drift mid-build, gates every phase on your project's principles, and refuses to claim "done" without proof.
ViktorsBaikers/DevRites/pack/generated/codex/skills/rite-explain Skill
no license1★ repoStop your AI from shipping half-baked code. A disciplined senior-engineer workflow for Claude Code (spec, vet, build, prove, review, seal, ship) that keeps each feature's state on disk, catches spec drift mid-build, gates every phase on your project's principles, and refuses to claim "done" without proof.
donatassimkus/claude-ai-skills/skills/manual Skill
1★ repoGrowth marketing skills for Claude Code, Cursor, and any AI agent: SEO, CRM, marketing automation, inbox triage, and pre-launch QA. Paste one prompt and your agent installs the method, then applies it to your own accounts.
YuAICode/ai-skills/skills/error-explain-zh Skill
1★ repo35 个即用 Claude Code skill,每个都带离线测试 + skill-doctor 自校验 · 35 tested, self-linted Claude Code skills (中文优先)
YuAICode/ai-skills/skills/sql-explain-zh Skill
1★ repo35 个即用 Claude Code skill,每个都带离线测试 + skill-doctor 自校验 · 35 tested, self-linted Claude Code skills (中文优先)
prvthmpcypher/skills-business/skills/contract-clause-explainer Skill
1★ repo29 Claude skills for business workflows. Project management, OKRs, SOPs, meeting summaries, proposals, and negotiation.
wxxzy/Claude-Code-Software-Studios/.claude/skills/explain-back Skill
1★ repo基于 Claude Code 的双模态软件开发工作室框架
swathidbhat/Claude-Skills/feynman-learning-technique Skill
1★ repoA collection of skills and capabilities for Claude AI.
manastalukdar/ai-devstudio/skills/explain-like-senior Skill
1★ repoProfessional development studio for Claude Code CLI
manastalukdar/ai-devstudio/skills/first-principles Skill
1★ repoProfessional development studio for Claude Code CLI
pipipip169/fable5-handoff/sources/adamentwistle-fable-skills/explain-at-the-right-level Skill
no license1★ repoThe retirement handoff of Claude Fable 5 - written by the model itself. Domain-neutral discipline files that transfer flagship working method to any model, any agent framework, any team.
palusc/dotpersona/skills/the-teacher Skill
no license1★ repo🎭 Persona — role-based operating modes for Claude. Hire an expert, not a tool: each persona is a mindset, a method, a quality bar, and the skills to deliver.
adamjali/claude-skills/plugins/explain Skill
1★ repoPractical Claude Code skills as installable plugins — research & teardowns, web build/deploy, image search, repo audit, disk cleanup, outreach, email broadcasts, and a skill generator.
Dom1ng0s/Claude-Skills/explain Skill
1★ repoSkills para o Claude Code: auditoria, testes, documentação e checagem pré-deploy direto no terminal.
8421bit/NioPD-Skills/plugins/niopd/skills/NioPD-DT-first-principles Skill
1★ repoAgent Skills for AI-powered Product Management with Claude Code.
bob798/ai-skill-kit/creative/knowledge-viz Skill
no license1★ repoA curated library of reusable AI skills and prompt templates for LLMs and AI agents to enhance reasoning, productivity, and workflows.
eglenn-dev/dt-skills/skills/explain-code Skill
no license1★ repoA collection of AI agent skills for DataThink
Code documentation code explain
chuyentn/coachai/.agent/skills/skills/code-documentation-code-explain Skill
no license1★ repoVibe Code Course Online By Victor Chuyen
ulpi-io/plugin-marketplace/plugins/github/skills/mentoring-juniors Skill
no license1★ repoA curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh
ulpi-io/plugin-marketplace/plugins/inference-sh/skills/explainer-video-guide Skill
no license1★ repoA curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh
ulpi-io/plugin-marketplace/plugins/inference-shell/skills/explainer-video-guide Skill
no license1★ repoA curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh
Code documentation code explain
ulpi-io/plugin-marketplace/plugins/sickn33/skills/code-documentation-code-explain Skill
no license1★ repoA curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh
ulpi-io/plugin-marketplace/plugins/zhanghandong/skills/m14-mental-model Skill
no license1★ repoA curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh
jacob-balslev/skill-graph/examples/fixture-skills/comprehension-full Skill
no license1★ repoSkills that know your codebase. Repo-grounded, contract-validated, agent-routable.
jacob-balslev/skill-graph/marketplace/skills/first-principles-thinking Skill
no license1★ repoSkills that know your codebase. Repo-grounded, contract-validated, agent-routable.
jacob-balslev/skill-graph/marketplace/skills/problem-approach-router Skill
no license1★ repoSkills that know your codebase. Repo-grounded, contract-validated, agent-routable.
yli769227-jpg/agent-discipline/skills/first-principles Skill
1★ repo8 battle-tested discipline skills that stop your AI coding agent from confidently shipping broken code — each with a verifiable done-criterion. Bilingual EN/中文.
jerseycheese/agent-skills/skills/drupal-mental-model Skill
1★ repoAgent skills for Claude Code, Codex, and Gemini CLI — shared workflows for testing, code review, issue triage, and dev loop automation.
morning-start/agent-skills/lang/rust/rust-mental-model Skill
no license1★ repoAI 编程助手的专业技能库,涵盖 30+ 技能,按 6 类组织
Code documentation code explain
newmindsgroup/ai-agent-skills-library/dist/skills/code-documentation-code-explain Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
newmindsgroup/ai-agent-skills-library/dist/skills/explain-like-socrates Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
newmindsgroup/ai-agent-skills-library/dist/skills/lightning-factory-explainer Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
Code documentation code explain
newmindsgroup/ai-agent-skills-library/sources/sickn33-antigravity-awesome-skills/skills/code-documentation-code-explain Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
newmindsgroup/ai-agent-skills-library/sources/sickn33-antigravity-awesome-skills/skills/explain-like-socrates Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
newmindsgroup/ai-agent-skills-library/sources/sickn33-antigravity-awesome-skills/skills/lightning-factory-explainer Skill
1★ repoShared library of AI agent skills — works across Claude Code, Cursor, Codex, Windsurf, OpenCode, and Google Antigravity via a single universal installer.
Tiao553/sdd-harness-copilot/.github/skills/visual-explainer Skill
no license1★ repoAI-powered assistant for Harness-based software delivery, helping automate CI/CD, testing, deployments, and pipeline optimization with faster, safer, and more reliable workflows.
smsheik1/wiggly/v3/public/format-repositories/otaku-explainer-v1 Skill
no license1★ repoAds without the hard part. Find a Format, hand it to your agent, and get the finished creative back.
Mission control explain codebase
MN755/Codex-Mission_Control/.codex/plugins/mission-control/skills/mission-control-explain-codebase Skill
1★ repoAn Open Source Platform For Building Projects With OpenAI's Codex, Claude CLI, And Other Coding LLMs Using Multi-Agent Swarms And Customizable Workflows. Runs On Windows, MacOS, And Linux.
Mission control explain codebase
MN755/Codex-Mission_Control/.codex/skills/mission-control-explain-codebase Skill
1★ repoAn Open Source Platform For Building Projects With OpenAI's Codex, Claude CLI, And Other Coding LLMs Using Multi-Agent Swarms And Customizable Workflows. Runs On Windows, MacOS, And Linux.
Mission control explain codebase
MN755/Codex-Mission_Control/apps/mcp-server/src/mission_control_mcp_server/_bundled/skills/mission-control-explain-codebase Skill
1★ repoAn Open Source Platform For Building Projects With OpenAI's Codex, Claude CLI, And Other Coding LLMs Using Multi-Agent Swarms And Customizable Workflows. Runs On Windows, MacOS, And Linux.
Mission control explain codebase
MN755/Codex-Mission_Control/plugins/mission-control/skills/mission-control-explain-codebase Skill
1★ repoAn Open Source Platform For Building Projects With OpenAI's Codex, Claude CLI, And Other Coding LLMs Using Multi-Agent Swarms And Customizable Workflows. Runs On Windows, MacOS, And Linux.
First principles assumption auditor
findscripter/everything-skills/00-meta/first-principles-assumption-auditor Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/00-meta/first-principles-thinking Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.
findscripter/everything-skills/00-meta/socratic-explainer Skill
no license1★ repo类书式 AI Agent 技能大典 · 精选/中文化/互见成网的 500+ 开源技能,可作为 Claude Code 插件市场一键安装。A curated, cross-referenced encyclopedia of 500+ open-source agent skills.