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

• 61

  First principles

  frankaging/lite-research-agents/skills/first-principles · Skill

  3★ repo

  Lite research agents on proposal, experiment and review

• 62

  Financial terms educator

  kuntal-r-d/my-skills/skills/financial-terms-educator · Skill

  no license3★ repo
• 63

  Explain as you go

  buildmoonshot/skillpacks/skills/engineering/beginner/explain-as-you-go · Skill

  2★ repo

  A beginner-to-expert curriculum of drop-in skills for Claude Code, Codex, and any coding agent. Copy-paste ready, tested, not a link farm.

• 64

  First principles

  Daisybastioned440/lite-research-agents/skills/first-principles · Skill

  2★ repo

  Coordinate agent brainstorming to generate research proposals and manage future experiment and review workflows

• 65

  Explain pr

  kimgoetzke/coding-agent-configs/skills/explain-pr · Skill

  2★ repo

  My personal skills, agents, and other configuration files for agentic coding.

• 66

  Visual explainer

  jircik/Visual-Explainer/skills/visual-explainer · 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.

• 67

  Concept explainer

  PhilRobinluo/ai-coevolution-skills/skills/concept-explainer · Skill

  no license1★ repo

  Reusable capability packs for human-AI co-evolution in real work

• 68

  Explain machine usage

  nkanf-dev/OpenAllay-Skills/skills/explain-machine-usage · Skill

  1★ repo

  Community Agent Skills for OpenAllay

• 69

  Tldr eli5

  nardovibecoding/simply-skills-curation/skills/discovery/tldr-eli5 · Skill

  0★ repo

  A curated AI coding skill and hook pack for safe local workflows.

• 70

  Explain my app

  AvyanshKatiyar/mined-skills/plugins/explain-my-app · Skill

  0★ repo

  Claude Code skills mined from 550 of my own transcripts — explain-my-app, interview-dossier, claim-scorecard, workflow-distiller. One marketplace, install what you need.

• 71

  Explain plan reader

  SkillMedev/database-performance/skills/explain-plan-reader · Skill

  0★ repo

  Make slow queries fast and keep your database healthy under load.

• 72

  Explain simply

  cobuchan/compounding-operator/skills/explain-simply · Skill

  0★ repo

  Five Claude Code skills distilled from a solo consultant's daily practice: plain-language explanations, PRD planning and execution, project bootstrap, safe copy-paste.

• 73

  Concept explainer

  prvthmpcypher/skills-education/skills/concept-explainer · Skill

  0★ repo

  14 Claude skills for learning and teaching. Flashcard generation, concept explanation, study plans, exam prep, and research summaries.

• 74

  Explain ruling

  Hari19hk/Quorum/skills/explain-ruling · Skill

  0★ repo

  A transparent, community-governed Discord moderation agent built on the gitagent standard. Rules live in public RULES.md, amended by community Pull Requests. Every ruling is traceable to a git commit hash.

• 75

  Eli5

  patrick204nqh/skills/skills/audience/eli5 · Skill

  0★ repo

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

• 76

  Error explainer

  andy-builds-ai/claude-code-skills/error-explainer · Skill

  0★ repo

  A small collection of Claude Code skills for Python development.

• 77

  Git explain

  smanaton/git-coach/skills/git-explain · Skill

  0★ repo

  Hands-on git coaching skills for AI coding agents: real commands, plain-English why, undo-first recovery, and safe practice drills.

• 78

  Eli5

  latent-variable/agentscope/skills/eli5 · Skill

  0★ repo

  One user-scope brain every agent CLI reads: Claude Code, Codex, Antigravity/Gemini, Pi. Clone to ~/.agents, let your agent onboard you.

• 79

  Explain

  shaokanp/pi-skills/skills/explain · Skill

  0★ repo

  Portable agent skills featuring Agent Workflow 1.0: native parallel teams, evidence-based review, and fresh-context verification.

• 80

  Explainer visuals

  statechange/monoskill/.agents/skills/explainer-visuals · Skill

  0★ repo

  Compile distributed agent skills into one provenance-aware router skill

• 81

  Analogy builder

  aoli0919/learn-anything-skills/skills/analogy-builder · Skill

  0★ repo

  Beginner-first agent skills that turn 'I want to learn X' into a 30-day path, tutor loop, projects, and learning memory.

• 82

  Explain implementation

  TheEdoRan/skills/skills/explain-implementation · Skill

  0★ repo

  My AI agent skills collection.

• 83

  Generative ui

  Sapiens-ostracism678/finance-skills/skills/generative-ui · Skill

  no license0★ repo

  Provide financial analysis and trading agent skills designed for integration with Claude Code to enhance decision-making and automation.

• 84

  Gamified app

  nexu-io/open-design/design-templates/gamified-app · Skill

  85,608★ repo

  🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.

• 85

  Gamified app

  nexu-io/open-design/plugins/_official/examples/gamified-app · Skill

  85,608★ repo

  🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK.

• 86

  Understand explain

  Egonex-AI/Understand-Anything/understand-anything-plugin/skills/understand-explain · Skill

  79,196★ repo

  Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

• 87

  Code documentation code explain

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/code-documentation-code-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 88

  Explain like socrates

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/explain-like-socrates · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 89

  Lightning factory explainer

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/lightning-factory-explainer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 90

  Logic explain

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/logic-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 91

  Code documentation code explain

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/code-documentation-code-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 92

  Explain like socrates

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/explain-like-socrates · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 93

  Lightning factory explainer

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/lightning-factory-explainer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 94

  Logic explain

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/logic-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 95

  Code documentation code explain

  sickn33/agentic-awesome-skills/skills/code-documentation-code-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 96

  Explain like socrates

  sickn33/agentic-awesome-skills/skills/explain-like-socrates · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 97

  Lightning factory explainer

  sickn33/agentic-awesome-skills/skills/lightning-factory-explainer · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 98

  Logic explain

  sickn33/agentic-awesome-skills/skills/logic-explain · Skill

  44,658★ repo

  AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.

• 99

  Mentoring juniors

  github/awesome-copilot/skills/mentoring-juniors · Skill

  37,897★ repo

  Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

• 100

  Generative ui

  himself65/finance-skills/plugins/ui-tools/skills/generative-ui · Skill

  3,132★ repo

  A collection of skills for AI financial analysis.

• 101

  Solution explainer

  a5c-ai/babysitter/library/specializations/algorithms-optimization/skills/solution-explainer · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 102

  Alibi explainer

  a5c-ai/babysitter/library/specializations/data-science-ml/skills/alibi-explainer · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 103

  Lime explainer

  a5c-ai/babysitter/library/specializations/data-science-ml/skills/lime-explainer · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 104

  Shap explainer

  a5c-ai/babysitter/library/specializations/data-science-ml/skills/shap-explainer · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 105

  Analogy mapper

  a5c-ai/babysitter/library/specializations/domains/science/scientific-discovery/skills/analogy-mapper · Skill

  1,665★ repo

  Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

• 106

  Client explainer

  Klotzkette/claude-fuer-deutsches-recht/common-law-kompass/skills/client-explainer · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 107

  Drafting interessen explainer beweislast

  Klotzkette/claude-fuer-deutsches-recht/common-law-kompass/skills/drafting-interessen-explainer-beweislast · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 108

  Explainer beweislast und darlegungslast

  Klotzkette/claude-fuer-deutsches-recht/common-law-kompass/skills/explainer-beweislast-und-darlegungslast · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 109

  Cap table client explainer

  Klotzkette/claude-fuer-deutsches-recht/gesellschaftsrecht-legal-english/skills/cap-table-client-explainer · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 110

  Client explainer legal english

  Klotzkette/claude-fuer-deutsches-recht/gesellschaftsrecht-legal-english/skills/client-explainer-legal-english · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 111

  Faq explainer rechtsfrage

  Klotzkette/claude-fuer-deutsches-recht/juristische-presseberichterstattung/skills/faq-explainer-rechtsfrage · Skill

  1,443★ repo

  ⚠️ Experimentelle Skill-Sammlung für deutsches Recht (Arbeits-, Gesellschafts-, Insolvenz-, Datenschutz-, Prozessrecht u.a.) – inzwischen verbessert und im Alltag getestet, aber weiterhin Experiment. Bitte selber ausprobieren, Issues/PRs willkommen! Keine Rechtsberatung. Mandatsgeheimnis (§§ 203/204 StGB, § 43e BRAO), DSGVO, US-Transfer, KI-VO & Co

• 112

  Oma explainer

  first-fluke/oh-my-agent/.agents/skills/oma-explainer · Skill

  1,226★ repo

  Portable, vendor-agnostic agent harness for project-specific skills, workflows, and agent teams aligned with your codebase, conventions, and engineering standards.

• 113

  Oma explainer

  first-fluke/oh-my-agent/generated/agent-skills/oma-explainer · Skill

  1,226★ repo

  Portable, vendor-agnostic agent harness for project-specific skills, workflows, and agent teams aligned with your codebase, conventions, and engineering standards.

• 114

  Render 3d character explainer

  gooseworks-ai/goose-skills/skills/ads/capabilities/render-3d-character-explainer · Skill

  1,127★ repo

  Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping

• 115

  Render absurdist explainer

  gooseworks-ai/goose-skills/skills/ads/capabilities/render-absurdist-explainer · Skill

  1,127★ repo

  Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping

• 116

  Render flat vector explainer

  gooseworks-ai/goose-skills/skills/ads/capabilities/render-flat-vector-explainer · Skill

  1,127★ repo

  Library of Growth & GTM skills + data APIs for Claude Code, Codex, Cursor to run ads, social, content, lead gen, seo and data scraping

• 117

  First principles review

  GanyuanRan/Aegis/skills/first-principles-review · Skill

  990★ repo

  Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.

• 118

  Explain this pr

  Varnan-Tech/opendirectory/skills/explain-this-pr · Skill

  576★ repo

  AI Agent Skills built for Founders who hate Marketing

• 119

  Analogy puzzle solver with strict output

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/analogy-puzzle-solver-with-strict-output · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

• 120

  Ethiopian public procurement method explainer

  ECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt3.5_8/ethiopian-public-procurement-method-explainer · Skill

  no license551★ repo

  AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution