117 of these skill files have been read, by 120 distinct authors, and what they tell an agent counted. What Root cause authors agree on, and what they forbid

• 1

  Analyze and plan

  Optim-Agent/optim-plans/skills/analyze-and-plan · Skill

  494★ repo

  Human-in-the-loop planning plugin for Claude and Codex: turn ideas into reviewed Markdown plans, record decisions, enforce explicit execution gates, and provide tested controller primitives for safer agent workflows.

• 2

  Cps rca

  jeannesulzer/international-criminal-tribunals-skills/cps-rca · Skill

  no license3★ repo

  International Justice and tribunals

• 3

  After action report

  rampstackco/claude-skills-pm/skills/after-action-report · Skill

  3★ repo

  PM-focused 12-skill curated subset of claude-skills. For product managers using Claude Code.

• 4

  A3 problem solver

  manojsurapaneni/manufacturing-ops-skills/a3-problem-solver · Skill

  2★ repo

  AI tools that turn 2-hour Toyota A3 reports into 12-second drafts. Built by an ops director, for the people who actually run factories. Free and open-source.

• 5

  Lean bisect

  r-irbe/proof-skills/skills/_overrides/lean-bisect · Skill

  2★ repo

  APM-installable agent skills for Lean 4 and Mathlib4 — proof tactics, math domains, review and research workflows, generic tooling.

• 6

  Bisect

  tokyubevoxelverse/bisect · Skill

  1★

  Claude Code skill that finds the exact commit that broke it — describe the bug in plain English and it writes the check, drives git bisect in an isolated worktree, and explains why the guilty commit is guilty. 🎯

• 7

  Build intuitive rca wiki

  cskwork/build-intuitive-rca-wiki · Skill

  1★

  Turn technical incident RCAs into intuitive standalone HTML wikis for nondevelopers

• 8

  K8gentS — Kubernetes RCA MCP Server

  JDoornink/K8gentS/io.github.JDoornink/k8gents · MCP server

  no license1★ repo

  Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

• 9

  Debug by bisection

  duliangkuan/cc-clone/examples/demo-brain/skills/debug-by-bisection · Skill

  0★ repo

  Clone a Claude Code brain — package/redact/distribute memory, skills, agents & rules; one-click install others' brains; export to Codex/Gemini/Cursor/OpenCode.

• 10

  Continuous improvement opex

  Sofigf/continuous-improvement-opex · Skill

  no license0★
• 11

  Git bisect regression

  alexngai/skill-tree/docs/demo/skills/git-bisect-regression · Skill

  0★ repo

  Version control and evolution for AI agent skills — versioned storage, dynamic serving/loadouts, multi-agent git sync, and cross-repo federation.

• 12

  Structured root cause research skill

  meiiie/structured-root-cause-research-skill · Skill

  0★

  Portable SKILL.md for evidence-based root-cause analysis across Claude Code, Codex, and AI coding agents

• 13

  Root cause analysis

  Rokurolize/codex-skills/skills/root-cause-analysis · Skill

  0★ repo

  Reusable Codex Agent Skills by Rokurolize

• 14

  Nutanix aiops

  AIops-tools/Nutanix-AIops/skills/nutanix-aiops · Skill

  0★ repo

  Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM, ETag-safe, 47 MCP tools (preview)

• 15

  Inference aiops

  AIops-tools/Inference-AIops/skills/inference-aiops · Skill

  0★ repo

  Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 30 MCP tools (preview)

• 16

  Cc sample triage bug

  RobertIonutF/codecurrent-studio-sample/skills/cc-sample-triage-bug · Skill

  0★ repo

  Evidence-aware AI workflow sample for software bug triage by CodeCurrent Studio

• 17

  Code root cause

  YZYY95K/test/skills/code-root-cause · Skill

  no license0★ repo

  Auditable AgentTeams multi-agent software delivery with contract-driven Skills.

• 18

  RCA-MCP

  dave1362/rca-mcp-connector/io.github.dave1362/rca-mcp-connector · MCP server

  0★ repo

  Causal root-cause analysis MCP server -- 56 tools across graphs, RCA models, PyRCA.

• 19

  Analyze root cause

  monte-carlo-data/mc-agent-toolkit/skills/analyze-root-cause · Skill

  91★ repo

  Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.

• 20

  Kubectl investigator

  anyshift-io/sre-skills/skills/kubectl-investigator · Skill

  17★ repo

  Open-source library of methodology-shaped SRE skills for AI agents (Apache 2.0)

• 21

  Implementation blueprint

  viacheslav-tronko/claude-code-harness/.claude/skills/implementation-blueprint · Skill

  6★ repo

  Claude Code Harness

• 22

  Ko

  rhino-ty/principled-git-commit/lang/ko · Skill

  1★ repo

  Claude Code skill: Conventional Commits + best-practice workflow + project-dialect scaffolding. Treats commits as durable history serving four readers — git log scanners, git blame tracers, git bisect hunters, and AI agents.

• 23

  Diagnose root cause

  contextosai/skills/skills/diagnose-root-cause · Skill

  1★ repo

  A collection of Agent Skills — self-contained folders that teach AI agents to perform specialized tasks. Includes a production-readiness harness-audit skill, a plugin marketplace, a SKILL.md spec, and CI validation.

• 24

  Bisect driver

  Evan-Daruwalla/claude-skill-suite/bisect-driver · Skill

  0★ repo

  Claude Code skills for running models cost-effectively: security gates (secret scanner, commit-gate), model-quality tooling (eval harness, token-squeeze, compact-io, opus-workers), review/advisory (trusted-advisor, audit, skill-vet, research-brief), and a read-only reorg-proposal advisor.

• 25

  Csat root cause

  SkillMedev/customer-support-copilot/skills/csat-root-cause · Skill

  0★ repo

  Six skills to resolve faster, escalate smarter, and turn tickets into self-service.

• 26

  Monte carlo analyze root cause

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/monte-carlo-analyze-root-cause · 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.

• 27

  Monte carlo analyze root cause

  sickn33/agentic-awesome-skills/plugins/agentic-awesome-skills/skills/monte-carlo-analyze-root-cause · 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.

• 28

  Monte carlo analyze root cause

  sickn33/agentic-awesome-skills/skills/monte-carlo-analyze-root-cause · 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.

• 29

  Incident postmortem

  github/awesome-copilot/skills/incident-postmortem · Skill

  37,897★ repo

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

• 30

  Tao analyze changenet rca

  NVIDIA/skills/skills/tao-analyze-changenet-rca · Skill

  2,853★ repo

  Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

• 31

  Debugging patterns

  a5c-ai/babysitter/library/methodologies/cc10x/skills/debugging-patterns · 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

• 32

  Rca analysis

  a5c-ai/babysitter/library/specializations/domains/business/customer-experience/skills/rca-analysis · 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

• 33

  Root cause analyzer

  a5c-ai/babysitter/library/specializations/domains/business/operations/skills/root-cause-analyzer · 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

• 34

  Root cause analyzer

  a5c-ai/babysitter/library/specializations/domains/science/industrial-engineering/skills/root-cause-analyzer · 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

• 35

  Structured debug

  codeaholicguy/ai-devkit/skills/structured-debug · Skill

  no license1,577★ repo

  The control plane for AI coding agents.

• 36

  Root cause analysis

  rohitg00/skillkit/packages/core/src/methodology/packs/debugging/root-cause-analysis · Skill

  1,458★ repo

  Supercharge AI coding agents with portable skills. Install, translate & share skills across Claude Code, Cursor, Codex, Copilot & 40 more

• 37

  Trace and isolate

  rohitg00/skillkit/packages/core/src/methodology/packs/debugging/trace-and-isolate · Skill

  1,458★ repo

  Supercharge AI coding agents with portable skills. Install, translate & share skills across Claude Code, Cursor, Codex, Copilot & 40 more

• 38

  Nw five whys methodology

  nWave-ai/nWave/nWave/skills/nw-five-whys-methodology · Skill

  591★ repo

  AI agents that guide you from idea to working code, with you in control at every step.

• 39

  Nw five whys methodology

  nWave-ai/nWave/plugins/nw/skills/nw-five-whys-methodology · Skill

  591★ repo

  AI agents that guide you from idea to working code, with you in control at every step.

• 40

  After action report

  rampstackco/claude-skills/dist/pi/.agents/skills/after-action-report · Skill

  531★ repo

  Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Build, ship, audit, optimize.

• 41

  After action report

  rampstackco/claude-skills/skills/after-action-report · Skill

  531★ repo

  Stack-agnostic Claude Skills covering the full website lifecycle: brand, design, content, SEO, dev, ops, growth, and research. Build, ship, audit, optimize.

• 42

  03 performance eval global

  minhnv0807/ai-business-skills/skills/en/03-performance-eval-global · Skill

  527★ repo

  63 bilingual AI marketing skills (31 VN + 31 Global) for Claude Code, OpenCode, Codex, VS Code. Marketing strategy, content production, performance analytics, personal brand, AI avatar, dropshipping mastery, design master (8 design types). 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Anthropic-pattern aligned. Companion: opa-kit.

• 43

  Bug diagnose and root cause and fix

  aiskillstore/marketplace/skills/727474430/bug-diagnose-and-root-cause-and-fix · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 44

  Git advanced

  aiskillstore/marketplace/skills/autumnsgrove/git-advanced · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 45

  Smart bug fix

  aiskillstore/marketplace/skills/dnyoussef/smart-bug-fix · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 46

  Root cause tracing

  aiskillstore/marketplace/skills/dyai2025/root-cause-tracing · Skill

  no license408★ repo

  Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

• 47

  Postmortem

  nicepkg/ai-workflow/workflows/product-manager-workflow/.claude/skills/postmortem · Skill

  277★ repo

  🚀 170+ pre-built skills for Claude Code, Cursor, Codex & 14+ AI tools. Stop re-teaching your AI the same things. One command → instant domain expertise. Marketing, SEO, Trading, Video, PM workflows included.

• 48

  Monte carlo analyze root cause

  lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/agentic-awesome-skills-claude/skills/monte-carlo-analyze-root-cause · Skill

  238★ repo

  热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目

• 49

  Monte carlo analyze root cause

  lingxling/awesome-skills-cn/antigravity-awesome-skills/plugins/agentic-awesome-skills/skills/monte-carlo-analyze-root-cause · Skill

  238★ repo

  热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目

• 50

  Monte carlo analyze root cause

  lingxling/awesome-skills-cn/antigravity-awesome-skills/skills/monte-carlo-analyze-root-cause · Skill

  238★ repo

  热门Skills中文cn学习版+教程，提供7000+Skills，集成claude skills (11w+Star) | awesome-openclaw-skills (4w+Star) | ui-ux-pro-max-skill (4w+Star)等10余个热门Skill项目

• 51

  Root cause tracing

  secondsky/claude-skills/plugins/root-cause-tracing/skills/root-cause-tracing · Skill

  204★ repo

  Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integrations

• 52

  Bisect aware instrumentation

  ArabelaTso/Skills-4-SE/skills/bisect-aware-instrumentation · Skill

  142★ repo

  A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

• 53

  Git bisect assistant

  ArabelaTso/Skills-4-SE/skills/git-bisect-assistant · Skill

  142★ repo

  A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

• 54

  Regression root cause analyzer

  ArabelaTso/Skills-4-SE/skills/regression-root-cause-analyzer · Skill

  142★ repo

  A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

• 55

  Vulnerability root cause analyzer

  ArabelaTso/Skills-4-SE/skills/vulnerability-root-cause-analyzer · Skill

  142★ repo

  A curated list of 180+ useful Claude Skills for Software Engineering and resources for customizing AI for SE workflows.

• 56

  Root cause analysis

  itseffi/agentic-os/.agents/skills/root-cause-analysis · Skill

  no license104★ repo

  Agentic personal OS to automate high-leverage workflows with Codex, Claude Code, Pi, OpenClaw and other coding agents/ runtime platforms.

• 57

  Hk rca

  deepklarity/harness-kit/.claude/skills/hk-rca · Skill

  89★ repo

  A kit for building with AI agents and also the engineering patterns around it.

• 58

  Postmortem writer

  aAAaqwq/AGI-Super-Team/skills/postmortem-writer · Skill

  83★ repo

  14 AI executives powered by legendary minds (Musk/Buffett/Simons/Feynman) — deploy your virtual C-Suite in one git clone.

• 59

  Sp root cause tracing

  aAAaqwq/AGI-Super-Team/skills/sp-root-cause-tracing · Skill

  83★ repo

  14 AI executives powered by legendary minds (Musk/Buffett/Simons/Feynman) — deploy your virtual C-Suite in one git clone.

• 60

  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.