1,113 of these skill files have been read, by 1,020 distinct authors, and what they tell an agent counted. What Debug & triage authors agree on, and what they forbid

• 1681

  Pr management triage

  apache/magpie/skills/pr-management-triage · Skill

  78★ repo

  Agent-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.

• 1682

  Security issue triage

  apache/magpie/skills/security-issue-triage · Skill

  78★ repo

  Agent-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.

• 1683

  Diagnose

  KerberosClaw/kc_ai_skills/diagnose · Skill

  77★ repo

  AI Skills That Actually Do Things — 中文優先的 Claude Code / Codex agent skills 合集 · Reusable bilingual skills for any LLM workflow

• 1684

  Grill

  KerberosClaw/kc_ai_skills/grill · Skill

  77★ repo

  AI Skills That Actually Do Things — 中文優先的 Claude Code / Codex agent skills 合集 · Reusable bilingual skills for any LLM workflow

• 1685

  Workflow router

  KerberosClaw/kc_ai_skills/workflow-router · Skill

  77★ repo

  AI Skills That Actually Do Things — 中文優先的 Claude Code / Codex agent skills 合集 · Reusable bilingual skills for any LLM workflow

• 1686

  Diagnose

  JasonxzWen/harness-hub/skills/diagnose · Skill

  no license77★ repo

  Repository-first deterministic migration and atomic Skill source for Claude Code and Codex.

• 1687

  Viral instagram reels

  vyralcontent/content-skills/skills/viral-instagram-reels · Skill

  76★ repo

  A free Agent Skill for writing short-form hooks, scripts, and carousels for TikTok, Reels, and YouTube Shorts.

• 1688

  Systematic debugging

  JKHeadley/instar/skills/systematic-debugging · Skill

  76★ repo

  Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

• 1689

  Go middleware

  existential-birds/beagle/plugins/beagle-go/skills/go-middleware · Skill

  75★ repo

  Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

• 1690

  Python code review

  existential-birds/beagle/plugins/beagle-python/skills/python-code-review · Skill

  75★ repo

  Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan generation, AI-writing detection, architectural analysis, and git workflows — for Python, Go, Rust, Elixir, React, Remix, and iOS/Swift. Works with Claude Code, Codex, and any agent that supports Agent Skills.

• 1691

  Observability baseline

  avelikiy/great_cto/skills/observability-baseline · Skill

  75★ repo

  Don't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.

• 1692

  Skeptical triage

  avelikiy/great_cto/skills/skeptical-triage · Skill

  75★ repo

  Don't buy software. Get the work done. GreatCTO ships AI autopilots that run a whole business function — medical coding, legal docs, procurement, accounting, IT, tax — from intake to outcome. A qualified human signs only the judgment calls. Live connectors, built-in compliance.

• 1693

  Github issue analysis

  cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-sonnet-4-6/github-repo-analytics/github-issue-analysis · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1694

  Run3 Filter Vulnerabilities by Severity Level

  cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-claude-haiku-4-5/dependency-vulnerability-check/run3_Filter-Vulnerabilities-by-Severity-Level · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1695

  Run3 scala functional parsing and error handling

  cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3-flash-preview/python-scala-translation/run3_scala-functional-parsing-and-error-handling · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1696

  Run1 scala functional error handling

  cxcscmu/SkillLearnBench/skills/b3-teacher-feedback-gemini-3.1-pro-preview/python-scala-translation/run1_scala-functional-error-handling · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1697

  Bug report identification

  cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/github-repo-analytics/bug-report-identification · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1698

  Pytorch testing logging

  cxcscmu/SkillLearnBench/skills/b4-skill-creator-claude-haiku-4-5/nlp-paper-reproduction/pytorch-testing-logging · Skill

  75★ repo

  [COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

• 1699

  Scout

  simota/agent-skills/scout · Skill

  71★ repo

  124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.

• 1700

  Triage

  simota/agent-skills/triage · Skill

  71★ repo

  124 specialist AI agents for Claude Code / Codex CLI / Antigravity CLI (agy). Anthropic Agent Skills spec-aligned, gerund-form descriptions, hub-spoke orchestration via Nexus. Covers development, security, design, testing, FinOps, compliance, observability, AI/ML, and more.

• 1701

  Bug report

  tranhieutt/software_development_department/.claude/skills/bug-report · Skill

  70★ repo

  Software Development Department

• 1702

  Diagnose

  tranhieutt/software_development_department/.claude/skills/diagnose · Skill

  70★ repo

  Software Development Department

• 1703

  Systematic debugging

  tranhieutt/software_development_department/.claude/skills/systematic-debugging · Skill

  70★ repo

  Software Development Department

• 1704

  Logging

  AndrewNgGirl/SkillLens/skills/skill-scorer/examples/mega-pipeline/agents/logging · Skill

  70★ repo

  Open-source self-hosted web tool for evaluating Agent Skills with rubric scores, Deep Review, and improvement suggestions.

• 1705

  Ai bug triage

  petrkindlmann/qa-skills/skills/ai-bug-triage · Skill

  70★ repo

  50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.

• 1706

  Bug reproduction

  petrkindlmann/qa-skills/skills/bug-reproduction · Skill

  70★ repo

  50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.

• 1707

  Quality postmortem

  petrkindlmann/qa-skills/skills/quality-postmortem · Skill

  70★ repo

  50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Standard runtime.

• 1708

  23 dotnet logging configuration

  ronnythedev/dotnet-clean-architecture-skills/cli/dist/skills/23-dotnet-logging-configuration · Skill

  no license69★ repo

  27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.

• 1709

  23 dotnet logging configuration

  ronnythedev/dotnet-clean-architecture-skills/skills/23-dotnet-logging-configuration · Skill

  no license69★ repo

  27 AI-ready skills for generating production-grade .NET code — Clean Architecture, CQRS, DDD. Works with Claude Code, GitHub Copilot, and Cursor.

• 1710

  Debugging testing

  Tibsfox/gsd-skill-creator/examples/skills/coding/debugging-testing · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1711

  Monitoring observability

  Tibsfox/gsd-skill-creator/examples/skills/ops/monitoring-observability · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1712

  Quality assurance

  Tibsfox/gsd-skill-creator/examples/skills/project-management/quality-assurance · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1713

  Rca causal inference

  Tibsfox/gsd-skill-creator/examples/skills/rca/rca-causal-inference · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1714

  Rca classical methods

  Tibsfox/gsd-skill-creator/examples/skills/rca/rca-classical-methods · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1715

  Rca distributed systems

  Tibsfox/gsd-skill-creator/examples/skills/rca/rca-distributed-systems · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1716

  Rca human factors

  Tibsfox/gsd-skill-creator/examples/skills/rca/rca-human-factors · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1717

  Rca systems theoretic

  Tibsfox/gsd-skill-creator/examples/skills/rca/rca-systems-theoretic · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1718

  Issue triage pr review

  Tibsfox/gsd-skill-creator/examples/skills/workflow/issue-triage-pr-review · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1719

  Keystone

  Tibsfox/gsd-skill-creator/skills/openstack/keystone · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1720

  Networking debug

  Tibsfox/gsd-skill-creator/skills/openstack/networking-debug · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1721

  Nova

  Tibsfox/gsd-skill-creator/skills/openstack/nova · Skill

  no license69★ repo

  Introduces a comprehensive agent-based framework for guided software development (GSD)

• 1722

  Openskills runtime debug

  Geeksfino/openskills/.cursor/skills/openskills-runtime-debug · Skill

  68★ repo

  Rust runtime with TS/Python bindings for Claude Skills with progressive disclosure of skill metadata, full content and scripts/resources. Any agent can now own skills. Currently support Seatbelt and experimentally, WASM, sandboxing

• 1723

  Debugging methodology

  DevelopersGlobal/ai-agent-skills/skills/debugging-methodology · Skill

  65★ repo

  AI agent skills for production grade applications

• 1724

  Error handling

  DevelopersGlobal/ai-agent-skills/skills/error-handling · Skill

  65★ repo

  AI agent skills for production grade applications

• 1725

  Observability

  DevelopersGlobal/ai-agent-skills/skills/observability · Skill

  65★ repo

  AI agent skills for production grade applications

• 1726

  Cc codex

  Dianel555/DSkills/skills/cc-codex · Skill

  64★ repo

  CLI tools skills for AI coding assistants (Claude Code, Codex, Gemini CLI).

• 1727

  Systematic debugging

  AlekseiUL/sprut-agent-kit/skills/systematic-debugging · Skill

  64★ repo

  Ready-to-use AI agent with soul, memory, and 23 skills for ClaudeClaw ⚡

• 1728

  Corpus

  adewale/skill-eval-harness/tests/corpus/guardrails-skill · Skill

  64★ repo

  Agent Skill evaluation harness for paired variants, trace artifacts, and runner adapters

• 1729

  Linear solvers

  HeshamFS/materials-simulation-skills/skills/core-numerical/linear-solvers · Skill

  61★ repo

  Agent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.

• 1730

  Nonlinear solvers

  HeshamFS/materials-simulation-skills/skills/core-numerical/nonlinear-solvers · Skill

  61★ repo

  Agent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.

• 1731

  Simulation failure triage

  HeshamFS/materials-simulation-skills/skills/robustness/simulation-failure-triage · Skill

  61★ repo

  Agent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.

• 1732

  Simulation validator

  HeshamFS/materials-simulation-skills/skills/simulation-workflow/simulation-validator · Skill

  61★ repo

  Agent Skills for computational materials science -- numerical stability, solvers, meshing, convergence, and simulation workflows.

• 1733

  Testing debugging

  beriberikix/zephyr-agent-skills/skills/testing-debugging · Skill

  59★ repo

  A complete catalog of Agent Skills (agentskills.io) for Zephyr RTOS development.

• 1734

  Systematic debugging

  mvschwarz/openrig/packages/daemon/specs/agents/shared/skills/process/systematic-debugging · Skill

  59★ repo

  Multi-agent harness that runs Claude Code and Codex together as one system

• 1735

  Systematic debugging

  mvschwarz/openrig/skills/_canonical/process/systematic-debugging · Skill

  59★ repo

  Multi-agent harness that runs Claude Code and Codex together as one system

• 1736

  Solidity debug

  ComeOnOliver/skillshub/skills/0xlayerghost/solidity-agent-kit/solidity-debug · 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.

• 1737

  Axiom auto layout debugging

  ComeOnOliver/skillshub/skills/CharlesWiltgen/Axiom/axiom-auto-layout-debugging · 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.

• 1738

  Axiom build debugging

  ComeOnOliver/skillshub/skills/CharlesWiltgen/Axiom/axiom-build-debugging · 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.

• 1739

  Axiom deep link debugging

  ComeOnOliver/skillshub/skills/CharlesWiltgen/Axiom/axiom-deep-link-debugging · 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.

• 1740

  Axiom liquid glass

  ComeOnOliver/skillshub/skills/CharlesWiltgen/Axiom/axiom-liquid-glass · 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.