Best root cause analysis skills, page 2

Investigates a service incident to its root cause by querying a UModel object graph alongside metrics, logs, topology and recent deployments.

alibaba/UnifiedModel

Investigate unexpected behavior and mysterious bugs. An agent skill from avibebuilder/claude-prime.

avibebuilder/claude-prime

Diagnoses and repairs Windows, macOS and Linux computers with evidence first, a confirmed plan, minimal changes and verification, using on-demand playbooks.

88lin/computer-repair-skill

Takes a bug report for the triagebot-action GitHub Action through reproduction, root-cause diagnosis, an intended-behavior check and a fix attempt.

withastro/astro

A skill your agent uses when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation…

sandgardenhq/sgai

Reads Slay the Amethyst diagnostics bundles to decide whether a problem comes from the launcher, a mod or the device, citing exact files and lines.

ModinMobileSTS/SlayTheAmethystModded

Surgical Debugger & Code Optimizer. An agent skill from xenitV1/claude-code-maestro.

xenitV1/claude-code-maestro

Run a real-world navigation and capability gauntlet on Browser Control across live websites, fix general DOM/ARIA/CDP root causes, benchmark speed and token efficiency, and finish with a mandatory…

anomalyco/browser-control

Diagnoses a recurring failure such as a stuck task, repeated CI error or frequent reverts by sending sub-agents through the logs and returning one root-cause diagnosis.

yologdev/yoyo-evolve

Apply Buddhist epistemic and decision-making principles as practical work disciplines to improve reasoning quality, anti-hallucination, debugging discipline, and steadiness under pressure.

nai0om/buddhist-method

Used to analyze Apache ShardingSphere community issues. An agent skill from apache/shardingsphere.

apache/shardingsphere

Triage, debug, fix, and document issues for the Static Web Server (SWS) project — bug reports, root cause analysis, fix implementation, and regression prevention

static-web-server/static-web-server

排查 WxJava 在配置初始化、access token、签名验签、支付证书、回调通知、序列化、网络请求和多账号隔离方面的问题。适用于用户提供异常、日志、请求响应或“WxJava 为什么不能调用”的场景。

binarywang/WxJava

Generates professional maintainer-grade responses for Stereopy GitHub issues.

STOmics/Stereopy

Reproduce a Vaadin web component bug from a GitHub issue in vaadin/web-components.

vaadin/web-components

Diagnoses a Muse Code installation's own failures from binary and session evidence, instead of treating the report as an ordinary repository bug.

asgeirtj/system_prompts_leaks

Reviews pull requests for Shopify/shopify-app-js with comprehensive analysis including semver compliance (MAJOR/MINOR/PATCH classification), single responsibility validation, pattern consistency…

Shopify/shopify-app-js

Pushes an agent that keeps failing or gives up to exhaust every option, using harsh corporate-pressure wording, a diagnosis line and a proactivity checklist.

tanweai/pua

Traces what the kernel is doing for a misbehaving pod using Inspektor Gadget's eBPF tools, tagged with namespace, pod, container and node, without changing workloads.

inspektor-gadget/inspektor-gadget

Traces a factual error the user points out back to its source (a brain page, a memory file, SOUL.md or USER.md, or a hallucination) and fixes that source instead of just noting the correction.

garrytan/gbrain

Runs a reproduce, localize, hypothesize, test, fix and verify loop to find a bug's root cause, applies the minimal fix and hands off a regression test.

jsmastery-pro/skills

Investigate failed e2e tests from Ginkgo JSON reports and must-gather artifacts, systematically analyzing logs, events, and resource states to identify root causes.

scylladb/scylla-operator

Adds dotnet/maui-specific context for investigating failing PR checks and broken nightly builds: pipelines, Helix logs, binlogs and merge-readiness verdicts.

dotnet/maui

Finds the first failing layer when an OpenLogi Logitech device is missing or misbehaving across enumeration, open, probe, IPC and UI.

AprilNEA/OpenLogi

Investigates a failing GitHub Actions run or job for Megatron-LM, finds the root cause plus the PR and test author involved, and files a structured bug issue.

NVIDIA/Megatron-LM

Debug issues in the MCP Gateway Registry using first-principles thinking.

agentic-community/mcp-gateway-registry

Guides corrective and preventive action (CAPA) work in a quality management system, from initiation and root cause analysis through effectiveness verification.

davila7/claude-code-templates

Works out why a Workers sync is failing or returning wrong data by reading run logs through the ntn CLI, matching errors to the sync code and proposing fixes.

makenotion/workers-template

Explain a GitHub issue, discussion, or feature request in plain language before deciding whether to build it.

VasiHemanth/tokentelemetry

Diagnose Kandev bugs, running-instance issues, UI/browser failures, and runtime behavior.

kdlbs/kandev

Deep bug analysis to break the fix-forget-repeat cycle. An agent skill from anjiemo/SunnyBeach.

anjiemo/SunnyBeach

Finds the root cause of failing or slow behavior with a hypothesis-driven loop, then fixes it test-first if you choose, or hands back a diagnosis only.

EveryInc/compound-engineering-plugin

Checks a failing Pilot executor against four known failure patterns from the v2.149.x fixes before the agent explores anything else.

qf-studio/pilot

Turns a PRD, issue or description into an implementation-ready plan grounded in codebase evidence, adding root-cause analysis for bugs and publishing issue plans back to the issue.

Wirasm/prp

Systematic problem-solving toolkit: root cause analysis, hypothesis testing, debugging strategies, critical thinking frameworks.

HoangTheQuyen/think-better

Pushes an agent that keeps failing, gives up or claims unverified success into a diagnosis, evidence and verification loop, with a Pi extension for persistent mode.

tanweai/pua

Diagnoses exception root causes from stack traces, logs, call-chain dumps, and debug output using the CodexQA CLI for structured repo analysis.

openqa-cn/codexqa

Analyze, diagnose, and optimize Hermes cron jobs via the cronalytics CLI.

8bit64k/cronalytics

Investigates incidents and production problems with hypothesis-driven debugging, queries Axiom observability data when available, and keeps secrets out of commands and output.

openclaw/clawhub

Investigate kDrive crashes, Sentry issues, and application logs to produce source-grounded root cause analyses.

Infomaniak/desktop-kDrive

A skill your agent uses when planning or replanning engineering missions that create, change, port, migrate, integrate, or preserve durable codebase behavior across UI, API, CLI, background jobs…

Intelligent-Internet/zenith

Analyze MSBuild binary logs to diagnose build failures by replaying binlogs to searchable text logs.

runceel/ReactiveProperty

Codex CLI handles planning, design, and complex code implementation.

DeL-TaiseiOzaki/claude-code-orchestra

Headless root-cause debugging loop for a Foreman worker whose tests, build, or acceptance check are failing — especially on a retry.

VisionForge-OU/foreman

Diagnoses a bug, crash, regression or flaky behavior by reproducing it and testing several causes before applying the smallest fix.

LING71671/Open-ClaudeCode

Classifies a failing test, typecheck or CI job before any code changes, by recording the failure and running a clean control to show whether it was already broken.

different-ai/openwork

Applies the scientific method to debugging by helping users form specific, testable hypotheses, design targeted experiments, and systematically confirm or reject theories to find root causes.

rohitg00/skillkit

Investigate a GitHub issue end to end — reproduce the reporter's repo or code snippet in an isolated sandbox outside the monorepo, trace the root cause in the source, and draft a reply back to the…

analogjs/analog