Best root cause analysis skills, page 4

Sets a structured planning routine before every action: weigh dependencies and constraints, assess risk, test hypotheses, re-evaluate after each result and gather all sources of information.

makoMakoGo/fish-claude

A skill your agent uses when the user's Copilot Studio agent evaluations have come back and they need to interpret scores, diagnose root causes of underperforming test cases, find remediation steps…

microsoft/eval-guide

Investigate a failure to its root cause with grounded evidence, hand the diagnosis to fix, and create a GitHub issue only when asked.

automagik-dev/genie

Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention, and annotations queries.

PostHog/posthog

Full workflow for fixing a GitHub issue - understand the problem, reproduce, diagnose root cause, fix, test on iOS/Android simulators, review, and raise a PR

Shopify/flash-list

Traces a failing call or callback between C# and the native Android or iOS wrappers of the AppsFlyer Unity plugin to find the first broken link.

AppsFlyerSDK/appsflyer-unity-plugin

Triage a GitHub issue using diagnostics archives and logs. An agent skill from homebridge-plugins/homebridge-eufy.

homebridge-plugins/homebridge-eufy

Diagnoses which of three failure modes a stalled AI-assisted build is in, then chooses a targeted fix, a hard reset or a rethink instead of more prompting.

jsmastery-pro/jsm-agent-skill

Check gate status for a Bitbucket PR by resolving the PR head commit, finding the gate merge commit, inspecting builds on that merge commit, and summarizing root-cause failures with actionable next…

oracle/graalpython

Walks an agent through an evidence-first incident investigation across logs, metrics, code and screenshots, from first symptom to the smallest safe mitigation.

madebyaris/advance-minimax-m3-cursor-rules

Log a concrete issue (bug, technical debt, open design problem, or retire candidate) into tracker/ with elaboration — symptoms/impact, affected code links, root-cause notes, fix approaches, and…

cdiggins/plato

End-to-end Dynatrace alerting lifecycle — anomaly detector setup and model selection (static threshold, adaptive baseline, seasonal baseline), alert event storage in Grail, problem grouping and…

Dynatrace/dynatrace-for-ai

Internal — for Boundless team members only. An agent skill from boundless-xyz/boundless.

boundless-xyz/boundless

Performs systematic root cause analysis to identify the true source of bugs, errors, and unexpected behavior through structured investigation phases — not just treating symptoms.

rohitg00/skillkit

Diagnose and fix GitHub Actions CI failures. An agent skill from warpdotdev/oz-skills.

warpdotdev/oz-skills

Save completed analyses to the knowledge system's analysis archive for future reference.

ai-analyst-lab/ai-analyst

Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.

QwenLM/qwen-code

Analyze a failing E2E test, determine root cause, and fix it using Playwright Test Agents and RHDH project conventions

redhat-developer/rhdh

Diagnose ambiguous failures before editing. Use for unknown causes, intermittent behavior, performance regressions, or investigations needing…

JuliusBrussee/caveman

Run scoped OpenClaw issue/PR repair campaigns: coordinate workers, prove root causes, and land or close verified work under the requested authority.

openclaw/openclaw

Apply when debugging. An agent skill from cursor/plugins.

cursor/plugins

Investigates a LazyCodex or Codex CLI defect, decides which GitHub repository owns it, and drafts an evidence-backed issue or pull request with repro steps.

code-yeongyu/oh-my-openagent

Runs a parallel security audit with three vulnerability hunters and two proof-of-concept engineers, rating each finding by whether it is actually exploitable.

code-yeongyu/oh-my-openagent

Investigates a failed GitHub Actions run from its URL: pinpoints the real failure, checks the job's history for flakiness, and finds the breaking commit and any existing fix PR.

ykdojo/claude-code-tips

ALWAYS use this skill in the beginning of any incident investigation, root cause analysis, or operational troubleshooting.

aws/tools-for-devops-agent

Traces intermittent UI, stale state, ordering and navigation bugs through a browser to find the first boundary where correct data becomes wrong.

lobehub/lobehub

Systematically investigate bugs, test failures, build errors, performance issues, or unexpected behavior by cycling through characterize-isolate-hypothesize-test steps.

tobihagemann/turbo

Project-wide engineering principles for VibeX. An agent skill from Xircth/VibeX.

Xircth/VibeX

When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.

tjboudreaux/cc-thinking-skills

Finds why a running web app misbehaves when the console is empty and the code looks fine, by reading the click, request, store and console together.

reticlehq/reticle

A skill your agent uses when a team sees repeated @codex review cycles or Codex Cloud feedback churn and needs root-cause attribution by development stage.

victorGPT/vibeusage

Diagnoses failing ML and AI work, such as OOM, NaN, divergence, crashes, slow throughput, wrong outputs and dependency conflicts, with every claim backed by documentation citations.

Leeroo-AI/superml

End-to-end AscendC custom operator development for Ascend NPU in an ascend-kernel (csrc/ops + build.sh + torchnpu PyTorch custom op) project.

ascend-ai-coding/awesome-ascend-skills

Perform CWE-grounded security code reviews and precise weakness mapping using a locally derived MITRE CWE corpus, relationship graphs, mapping notes, detection methods, mitigations, and schema…

SpecterOps/skills

Runs a hypothesis-driven debugging loop for crashes, hangs and silent failures in any language, grounding every claim in runtime evidence and locking the fix with a test.

code-yeongyu/oh-my-openagent

Systematic debugging skill. An agent skill from blueberrycongee/termcanvas.

blueberrycongee/termcanvas

Analyze MSBuild binary logs to diagnose build failures. An agent skill from rodri-oliveira-dev/Dapper-FluentMap.

rodri-oliveira-dev/Dapper-FluentMap

Systematic debugging with Iron Law methodology. An agent skill from catlog22/Claude-Code-Workflow.

catlog22/Claude-Code-Workflow

Route verl-omni training/inference consistency checks through MindStudio's MSProbe collection and root-cause analysis skills.

verl-project/verl-omni

Flaky test fixes: detect nondeterministic tests empirically (repeat/shuffle/parallel runs), diagnose the root cause, fix it — never retry/skip/sleep — and verify across many randomized runs.

maddhruv/absolute

Find recent errors in a Lensflare dataset and summarise their root cause.

voidhashcom/lensflare

Capture, inspect, compare, and root-cause iOS memory graph leaks using Apple's leaks and memgraph tools.

omarshahine/HomeClaw

Read the evidence a nightly UT run produced, decide which failures share a root cause and which are machine breakage rather than product bugs, and write one issue draft per root cause to drafts.json.

intel/torch-xpu-ops

Android and KMP debugging techniques for crashes, ANRs, memory leaks, R8 traces, Gradle failures and Compose recomposition, built on finding the root cause first.

rcosteira79/android-skills

Applies a systematic debugging workflow to errors, exceptions and failures, with error-type tables, localization techniques and reference notes for Python, JavaScript and shell.

Galaxy-Dawn/claude-scholar

Finds which commit broke a failing Swift package suite in the cmux repo by bisecting on CI, then judges per test whether it went stale or the code regressed.

manaflow-ai/cmux

Structured work modes for agent sessions. An agent skill from 0xNyk/lacp.

0xNyk/lacp

Debugs in four phases (investigate, analyze, hypothesize, implement) under one rule: no fix is made until the root cause is found.

garrytan/gstack