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Root cause

240 rows, by stacks then stars

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

  • Root cause analysis

    ulpi-io/plugin-marketplace/plugins/aj-geddes/skills/root-cause-analysis Skill

    no license1★ repo

    A curated collection of 7,800+ agent skills for Claude Desktop, sourced from skills.sh

  • Rca

    allanbian1017/skills/skills/engineering/rca Skill

    1★ repo

    Skills for automate workflows, assist in daily tasks, and enhance overall productivity.

  • Root cause analysis

    ChristopherAlphonse/calphonse-skills/root-cause-analysis Skill

    1★ repo

    Curated skills and configurations for AI-assisted development

  • Five whys

    chrisdavidson/first-principles-skill/first-principles/skills/five-whys Skill

    1★ repo

    Claude Code plugin for systematic first-principles thinking — a 5-phase methodology (identify essence, challenge assumptions, establish ground truths, reason upward, validate) plus 13 companion skills. Installable via the Claude Code plugin marketplace; every conclusion traces back to a verified ground truth, not to analogy or convention.

  • Five whys

    chrisdavidson/first-principles-skill/shared/skills/five-whys Skill

    1★ repo

    Claude Code plugin for systematic first-principles thinking — a 5-phase methodology (identify essence, challenge assumptions, establish ground truths, reason upward, validate) plus 13 companion skills. Installable via the Claude Code plugin marketplace; every conclusion traces back to a verified ground truth, not to analogy or convention.

  • Minimal reproduction

    idanmann10/vivarium-world/domains/coding/skills/minimal-reproduction Skill

    no license1★ repo

    Git-hosted cultural commons for Vivarium skills, anti-patterns, traces, runs, trust gates, and validation workflows.

  • Systematic debug

    IrfanSadiqRahat/constellation/methodology/systematic-debug Skill

    no license1★ repo

    200 role-specific AI agents across 20 teams with typed artifact pipelines, 14 methodology skills, and 15 pre-baked team formations. The virtual engineering org for Claude Code, Cursor, Codex CLI.

  • Postmortem writer

    findscripter/everything-skills/02-engineering/postmortem-writer 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.

  • Systematic debugger

    findscripter/everything-skills/02-engineering/systematic-debugger 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.

  • Systematic debugging strategies

    findscripter/everything-skills/02-engineering/systematic-debugging-strategies 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.

  • Recon break root cause

    findscripter/everything-skills/05-business/recon-break-root-cause 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.

  • Capa root cause officer

    findscripter/everything-skills/09-verticals/capa-root-cause-officer 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.

  • Git workflow and versioning

    codexskills/agent-forge/skills/git-workflow-and-versioning Skill

    no license1★ repo

    Production-grade AI agent skills — enhanced alternative to addyosmani/agent-skills. 23 lifecycle skills for Define, Plan, Build, Verify, Review, Ship. Works with OpenCode, Claude Code, Codex, Cursor, Gemini CLI.

  • Git bisect assistant

    yigityildiz0/universal-ai-skill-library/skills/common/git-bisect-assistant Skill

    no license1★ repo

    531 searchable AI Agent Skills for Claude Code, OpenAI Codex, and OpenCode — EN/TR catalog, platform and risk notes, direct ZIPs, and curated bundles.

  • Regression root cause analyzer

    yigityildiz0/universal-ai-skill-library/skills/common/regression-root-cause-analyzer Skill

    no license1★ repo

    531 searchable AI Agent Skills for Claude Code, OpenAI Codex, and OpenCode — EN/TR catalog, platform and risk notes, direct ZIPs, and curated bundles.

  • Bug root cause analysis

    dss-time/repo-doctor-skills/plugins/repo-doctor/skills/bug-root-cause-analysis Skill

    0★ repo

    Bilingual cross-platform AI Skills framework｜双语跨平台 AI Skills 工程框架

  • Apex investigate

    zeybek/apex/plugins/apex/skills/apex-investigate Skill

    0★ repo

    Portable, open-source Agent Skills that give coding agents senior-engineering judgment to design, implement, review, and investigate software changes. Language- and framework-agnostic, with ready-to-install plugins for Claude Code and Codex.

  • Root cause tracing

    kennyolofsson23-netizen/claude-code-config/skills/kaizen/root-cause-tracing Skill

    no license0★ repo

    The most comprehensive Claude Code setup — 29 skills, 9 plugins, 13 hooks, 8 agents, 8 commands. Self-documenting, self-improving, CLI-first. Includes self-interview prompt for personalization.

  • Why

    kennyolofsson23-netizen/claude-code-config/skills/kaizen/why Skill

    no license0★ repo

    The most comprehensive Claude Code setup — 29 skills, 9 plugins, 13 hooks, 8 agents, 8 commands. Self-documenting, self-improving, CLI-first. Includes self-interview prompt for personalization.

  • Investigate

    sujeet-pro/agents-devkit/plugins/adk/skills/investigate Skill

    0★ repo

    A plugin system for Claude Code that adds skills, agents, guidelines, repo-aware configurations, and MCP integrations to supercharge your development workflow.

  • Steward

    DataJinipk/contexai-consulting-agents/skills/steward Skill

    0★ repo

    Six specialist consulting agents for downstream oil, gas & petrochemicals - built and benchmarked by ContexAi Consultancy

  • Root cause

    marsloting/product-thinking-pack/skills/root-cause Skill

    0★ repo

    7 self-contained product-thinking skills that make an AI agent reason like a sharp PM before it acts. MIT.

  • Opp repl tasks and results

    tabgab/opp_repl-skill/opp-repl-tasks-and-results Skill

    no license0★ repo

    Composable Anthropic-format Agent Skills for driving OMNeT++ simulations via opp_repl. Works in Claude, Windsurf, and any SKILL.md-aware agent.

  • Postmortem author

    iamdemetris/lude-kit/skills/capabilities/postmortem-author Skill

    no license0★ repo

    A curated library of senior grade Agent Skills and subagents for Claude Code and OpenAI Codex. 70 skills, 30 dispatchable subagents, designed for multi agent orchestration.

  • Senior debugger

    iamdemetris/lude-kit/skills/capabilities/senior-debugger Skill

    no license0★ repo

    A curated library of senior grade Agent Skills and subagents for Claude Code and OpenAI Codex. 70 skills, 30 dispatchable subagents, designed for multi agent orchestration.

  • Five whys root cause analyzer

    Sheshiyer/skill-clusters/skills/five-whys-root-cause-analyzer Skill

    0★ repo

    Hub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.

  • Postmortem

    GRIDLOCK-NYC/claude-skills/skills/postmortem Skill

    0★ repo

    22 production-tested Claude Code skills: code review, planning, session audits, skill builders, and more.

  • Pmo tier 2 support

    cody-hutson/pmo-platform/operations/skills/pmo-tier-2-support Skill

    no license0★ repo

    A modular PMO & release-management platform for Claude Code: skills, governance disciplines, and a 13-stage release pipeline.

  • Defect analyst

    willianbs/skills/defect-analyst Skill

    0★ repo

    AI Engineering Operating System

  • Root cause before fixing

    kalshamsi/fable-discipline-skills/skills/root-cause-before-fixing Skill

    0★ repo

    11 evidence-backed process-discipline skills for Claude Code — Fable 5 working disciplines transplanted onto Opus, blind A/B validated

  • Root cause debug

    nubasu/Pseudo-Fable-Framework/frameworks/pseudo-fable-lift/.claude/skills/root-cause-debug Skill

    0★ repo

    Written by Fable, for models that aren't — context frameworks that lift Opus/Sonnet-class agents to Fable-grade work discipline.

  • Root cause

    jovd83/junit5-skill/documentation/root_cause Skill

    0★ repo

    JUnit 5 skill pack for creating, debugging, modernizing, documenting, and routing JVM test workflows.

  • Debug root cause

    planifest/planifest-framework/planifest-framework/external-skills/debug-root-cause Skill

    0★ repo

    A specification framework for agentic development. Agents build from complete specs - not guesses.

  • Git bisect debugging

    planifest/planifest-framework/planifest-framework/external-skills/git-bisect-debugging Skill

    0★ repo

    A specification framework for agentic development. Agents build from complete specs - not guesses.

  • Root cause tracing

    VRIL-LABS/skill-jam/skills/ai-ml/claude-skills-main/claude-skills-main/plugins/root-cause-tracing/skills/root-cause-tracing Skill

    no license0★ repo

    Welcome to the skill-jam ☄️🏀

  • Git workflow

    iceflower/agent-skills/git-workflow Skill

    0★ repo

    Agent Skills 오픈 표준 기반 AI 코딩 에이전트용 스킬 컬렉션 (Java, Kotlin, Spring, NestJS, K8s, Terraform, GraphQL, gRPC, OpenTelemetry, a11y, i18n 등 60개)

  • Incident response lifecycle

    vahagn-madatyan/netsec-skills-suite/skills/incident-response-lifecycle Skill

    0★ repo

    The Complete Network & Network Security Skills Suite

  • Root cause tracing

    bensonmaxai/minis-coding-success-skills/skills/root-cause-tracing Skill

    no license0★ repo

    Coding-success skills for Minis on iOS: review risk, plan, isolate, trace, test, verify, optimize, finish, release, deploy, triage incidents, plan rollback, write postmortems, and use observability more effectively.

  • Root cause

    jovd83/Cypress-skill/documentation/root_cause Skill

    0★ repo

    End-to-end Cypress skill pack for planning, authoring, debugging, documenting, and operationalizing test automation.

  • Ops rca hypothesis generator

    sisodiabhumca/agent-skills/skills/ops-rca-hypothesis-generator 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.

  • Debugging

    mj-deving/pai-skills/skills/Troubleshooting/Debugging Skill

    no license0★ repo

    Curated, sanitized export of 21 agent-skill packages for Claude Code and Codex, gated by an automated publication audit (no secrets, no local paths).

  • Incident

    mj-deving/pai-skills/skills/Troubleshooting/Incident Skill

    no license0★ repo

    Curated, sanitized export of 21 agent-skill packages for Claude Code and Codex, gated by an automated publication audit (no secrets, no local paths).

  • Troubleshooting

    mj-deving/pai-skills/skills/Troubleshooting Skill

    no license0★ repo

    Curated, sanitized export of 21 agent-skill packages for Claude Code and Codex, gated by an automated publication audit (no secrets, no local paths).

  • Git bisect forensics

    narenaryan/agent-skills/skills/git/git-bisect-forensics Skill

    0★ repo

    Byte-sized agent skills for giving advanced knowledge to AI agents

  • Synthetic rca scenario pytest marker

    kjuhwa/skills-hub/skills/testing/synthetic-rca-scenario-pytest-marker Skill

    0★ repo

    Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.

  • Root cause analysis

    vikenpatel14/cursor-qa-skills/root-cause-analysis Skill

    no license0★ repo

    Custom Cursor AI agent skills for mobile QA workflows — bug creation, JIRA refinement, RC revalidation, crash analysis, and build installation. Built for a large consumer mobile app (iOS/Android).

  • Rca gen

    victoriacheng15/dev-toolchain/rca-gen Skill

    0★ repo

    A portable library of standardized AI agent skills and orchestration scripts, built on the SKILL.md open standard to streamline consistent engineering workflows across diverse LLM clients.

  • Symptom and root cause splitter

    vibesec-advisory/vibesec-advisory-skill-library/SKILLS/workflow-failure-label-review/skills/symptom-and-root-cause-splitter Skill

    0★ repo

    Free AI workflow skill libraries for GTM teams, with implementation patterns, guardrails, and evals.

  • Identify root cause

    qa-veritas/skillpack/skills/identify_root_cause Skill

    0★ repo

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

  • Import rca

    stevancris/sre-ai-agent/skills/import-rca Skill

    0★ repo

    AI agent that accumulates SRE knowledge from every incident — built on Agent Skills spec for Claude Code

  • Rca summary

    stevancris/sre-ai-agent/skills/rca-summary Skill

    0★ repo

    AI agent that accumulates SRE knowledge from every incident — built on Agent Skills spec for Claude Code

  • Root cause analysis

    stevancris/sre-ai-agent/skills/root-cause-analysis Skill

    0★ repo

    AI agent that accumulates SRE knowledge from every incident — built on Agent Skills spec for Claude Code

  • Root cause analysis

    nledford/engineering-review-board/skills/root-cause-analysis Skill

    0★ repo

    A collection of AI agent skills I have written

  • Root cause pareto

    gulmezeren2-byte/industrial-engineering-ai-skills/skills/root-cause-pareto Skill

    0★ repo

    An operations-analysis method for AI agents: skills, role agents, data-hygiene rules and artifact templates - OTIF audits, forecast reviews, ABC-XYZ, safety stock, Pareto discipline, reporting contracts. Pitfalls included.

  • Debugging playbook

    ats4321/claude-engineering-skills/skills/debugging-playbook Skill

    0★ repo

    26 repository-agnostic engineering skills for Claude Code — debugging, design, review, validation, and AI engineering as operational runbooks.

  • Incident postmortems

    shinzoxD/knackbox/skills/documents/incident-postmortems Skill

    0★ repo

    Curated, auditable, benchmark-ready Agent Skills library for Claude Code, Codex, OpenCode, Cursor, and more.

  • Root cause analysis

    JacobStephens2/skills/root-cause-analysis Skill

    0★ repo

    Reusable SKILL.md agent skills: application planning, adversarial review, and adjudication

  • Root cause investigator

    artaasd95/SLM-skills/root-cause-investigator Skill

    0★ repo

    Agent skills for small and local models

  • Root cause tracing

    lubochka/xiigen-mvp-engine/.agents/skills/root-cause-tracing Skill

    0★ repo

    Self-building AI code generation engine that generates application flows instead of implementing them. AGPL-3.0.

  • Root cause tracing

    lubochka/xiigen-mvp-engine/.claude/skills/universal/root-cause-tracing Skill

    0★ repo

    Self-building AI code generation engine that generates application flows instead of implementing them. AGPL-3.0.