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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

  • Explain code

    sidtheone/claude-skill-template/examples/explain-code Skill

    0★ repo

    Template and examples for creating Claude Code skills. Includes comprehensive guides, 5 working examples, and best practices following the Agent Skills standard.

  • Cost anomaly explainer

    sisodiabhumca/agent-skills/skills/cost-anomaly-explainer Skill

    0★ repo

    Production-Ready Agent Skills : product analytics, growth experiments, CRM, research synthesis, postmortems, data contracts, SaaS spend, compliance, architecture maps, and LLM eval and many more.

  • Customer health score explainer

    sisodiabhumca/agent-skills/skills/customer-health-score-explainer Skill

    0★ repo

    Production-Ready Agent Skills : product analytics, growth experiments, CRM, research synthesis, postmortems, data contracts, SaaS spend, compliance, architecture maps, and LLM eval and many more.

  • Etl lineage explainer

    sisodiabhumca/agent-skills/skills/etl-lineage-explainer Skill

    0★ repo

    Production-Ready Agent Skills : product analytics, growth experiments, CRM, research synthesis, postmortems, data contracts, SaaS spend, compliance, architecture maps, and LLM eval and many more.

  • Onboarding dropoff explainer

    sisodiabhumca/agent-skills/skills/onboarding-dropoff-explainer Skill

    0★ repo

    Production-Ready Agent Skills : product analytics, growth experiments, CRM, research synthesis, postmortems, data contracts, SaaS spend, compliance, architecture maps, and LLM eval and many more.

  • Product trial conversion explainer

    sisodiabhumca/agent-skills/skills/product-trial-conversion-explainer Skill

    0★ repo

    Production-Ready Agent Skills : product analytics, growth experiments, CRM, research synthesis, postmortems, data contracts, SaaS spend, compliance, architecture maps, and LLM eval and many more.

  • Explainer video guide

    marktantongco/opencodelinux/skills/explainer-video-guide Skill

    no license0★ repo

    Merged opencode config + agents + accomplishments showcase — 217 skills, 17 agent profiles, 6 MCP servers, 78-server registry

  • Specdd explain

    specdd/plugin-junie/skills/specdd-explain Skill

    0★ repo

    SpecDD skills for Junie: reusable agent workflows for reading .sdd contracts and working under active SpecDD project authority.

  • Visual explainer

    justinramos101/agent-skill-kit/skills/visual-explainer Skill

    0★ repo

    Battle-tested Agent Skills for coding agents — source-grounded, failure-driven heuristics that audit and design real surfaces. Install with npx skills.

  • Code documentation code explain

    AravindS-Wick/aravindhan-skills/skills/library/code-documentation-code-explain Skill

    no license0★ repo

    148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

  • Explain like socrates

    AravindS-Wick/aravindhan-skills/skills/library/explain-like-socrates Skill

    no license0★ repo

    148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

  • Lightning factory explainer

    AravindS-Wick/aravindhan-skills/skills/library/lightning-factory-explainer Skill

    no license0★ repo

    148+ curated Claude AI skills — agent orchestration, security, multi-repo PRs, design, mobile & more. One-command install.

  • First principles thinking

    jacob-balslev/skills/skills/reasoning-strategy/first-principles-thinking Skill

    0★ repo

    Public Agent Skills library exported from skill-graph. Install: npx skills add jacob-balslev/skills

  • Specdd explain

    specdd/plugin-cline/skills/specdd-explain Skill

    0★ repo

    SpecDD skills for Cline: on-demand workflows for implementing, reviewing, testing, documenting, and tracing changes in SpecDD projects.

  • Pitch explainer

    MaybeMonad/skills/skills/unknown-reduction/pitch-explainer Skill

    no license0★ repo

  • Specdd explain

    specdd/plugin-antigravity/skills/specdd-explain Skill

    0★ repo

    SpecDD plugin for Antigravity: reusable skills for working under .sdd contracts and active SpecDD project bootstraps.

  • Specdd explain

    specdd/plugin-copilot/skills/specdd-explain Skill

    0★ repo

    SpecDD skills for GitHub Copilot: orientation, planning, implementation, review, testing, tracing, and documentation workflows for SpecDD projects.

  • Feynman

    patrick204nqh/skills/skills/structure/feynman Skill

    0★ repo

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

  • Explain like cosmic professor

    frankxai/starlight-agent-skills/skills/education/explain-like-cosmic-professor Skill

    0★ repo

    Portable Starlight substrate skills for agent runtimes, SIS, ACOS, and cross-agent workflow activation.

  • Explain failure

    qa-veritas/skillpack/skills/explain_failure Skill

    0★ repo

    Agent capability that loads only when the task needs it. The Skills layer of QA Veritas.

  • Tech explainer

    jimyoshida/generic-agent-skills/.agents/skills/tech-explainer Skill

    no license0★ repo

    Copy of user-scope agent skills

  • Finance explainer

    KameronKales/planfi-skills/skills/finance-explainer Skill

    0★ repo

    Free, open-source Claude Code Agent Skills for personal finance — FIRE planning, rent-vs-buy, tax optimization & gain-harvesting, equity comp, retirement income (pensions/annuities, bond ladders), debt & student loans, relocation, and self-employed/business-owner planning. Powered by the public planfi MCP (no auth). Not financial advice.

  • Codebase explainer

    TheophilusChinomona/idev/skills/codebase-explainer Skill

    0★ repo

    Claude Code plugin: token-optimized dev workflow — cached project context, pattern scanners, build & wiring verification, session persistence, self-review. 23 skills, 3 agents, 4 commands.

  • Tax law explainer

    skillim-hub/skills/tax-law-explainer Skill

    0★ repo

    Production-grade AI agent skills & MCP servers for the Israeli market — סקילים

  • Explain code

    KhurrumMahmood/senior-vibe-engineer/.claude/skills/explain-code Skill

    no license0★ repo

    Router-first engineering skills for AI coding agents: deliberate refactoring, architectural hygiene, ADRs, and bounded multi-language tooling.

  • Benign policy explainer

    ch040602/skill-vaccine/tests/fixtures/benchmark_expansion/benign_policy_explainer Skill

    no license0★ repo

    Scan-gated safety for Agent Skills before they reach Codex, Claude Code, CI, or a registry.

  • Lightning factory explainer

    srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Business & Ops/lightning-factory-explainer Skill

    0★ repo

    Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.

  • Explain like socrates

    srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Development/explain-like-socrates Skill

    0★ repo

    Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.

  • Code documentation code explain

    srg-sphynx/MDForge/Sources/MDForge/Resources/SkillLibrary/Writing & Docs/code-documentation-code-explain Skill

    0★ repo

    Native macOS skill-catalog studio for Claude Code — browse 1,492 Markdown skills, customize with variables or AI (hosted or local), export to .claude/skills. SwiftUI + Liquid Glass.

  • Explain

    ternary-ai/skills/skills/basic/explain Skill

    no license0★ repo

    A collection of agent skills for investment finance

  • Sql explain and set based thinking

    ctoth/sql-skills-plugin/plugins/sql/skills/sql-explain-and-set-based-thinking Skill

    no license0★ repo

    32 agent skills for writing correct, portable, modern standard SQL (ISO/IEC 9075) — vendor-neutral, with per-feature portability across PostgreSQL, MySQL/MariaDB, SQLite, and more.

  • Understand explain

    Pdbjork/hermosskills-site/skills/understand-explain Skill

    no license0★ repo

    Hermesskills — a curated marketplace & repository of AI-agent skills. OpenClaw-compatible catalog at /catalog/v1/skills.json. 30% of commissions fund public-good AI.

  • Educational html prep

    srfinch17/peckworks-skills-laboratory/skills/educational-html-prep Skill

    0★ repo

    A workshop where skills for LLM agents are engineered, not just written: developed test-first against baseline agent behavior, hardened by adversarial review, and required to earn their keep with a logged field-win record.

  • Feynman explanation

    srfinch17/peckworks-skills-laboratory/skills/feynman-explanation Skill

    0★ repo

    A workshop where skills for LLM agents are engineered, not just written: developed test-first against baseline agent behavior, hardened by adversarial review, and required to earn their keep with a logged field-win record.

  • Explain diff html

    jsolly/agent-skills/skills/explain-diff-html Skill

    no license0★ repo

    Public AI agent skills mirrored from jsolly/dotagents (allowlisted)

  • Explain pr step by step

    IcodeNet/agent-skills/skills/explain-pr-step-by-step Skill

    0★ repo

    40 portable full-SDLC agent skills for Claude Code, Cursor, Codex, and GitHub Copilot — deep-work autonomy, contract-guard for external interfaces, TDD, code review, PR babysitting. Install: npx github:IcodeNet/agent-skills

  • Case 00109

    knownasnaffy/prompthound/dataset/case_00109 Skill

    no license0★ repo

    A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

  • Case 00540

    knownasnaffy/prompthound/dataset/case_00540 Skill

    no license0★ repo

    A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

  • Case 01868

    knownasnaffy/prompthound/dataset/case_01868 Skill

    no license0★ repo

    A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

  • Case 02939

    knownasnaffy/prompthound/dataset/case_02939 Skill

    no license0★ repo

    A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

  • Case 02978

    knownasnaffy/prompthound/dataset/case_02978 Skill

    no license0★ repo

    A fast, offline static risk analysis CLI for AI agent skill files. Detects malicious instructions, steganographic payloads, and dangerous capability chains.

  • Explain like teacher

    aoli0919/learn-anything-skills/skills/explain-like-teacher 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.

  • Notebook explainer

    aoli0919/data-analysis-starter-skills/skills/notebook-explainer Skill

    0★ repo

    Skills for learning data analysis through datasets, notebooks, charts, and data stories.

  • Azpg explain analyze

    lestermarch/postgres-ai-experts/skills/azpg-explain-analyze Skill

    no license0★ repo

    Composable AI agents and skills for operating Azure Database for PostgreSQL Flexible Server - PostgreSQL can be used for everything.

  • Explain

    TheEdoRan/skills/skills/explain Skill

    0★ repo

    My AI agent skills collection.

  • First principles

    arclabshq/arc-labs-studio-team/skills/first-principles Skill

    0★ repo

    A portable studio team of reusable AI roles and workflows for Claude, Codex, Gemini, and Grok.