Root cause analysis

Compares a vision-language model's yes/no predictions with ground truth and writes the false-positive and false-negative cases to a JSONL file with a summary report.

NVIDIA/skills

Reviews code diffs, PRs, issue queues, release readiness, commits, pushes, publishing, and project audits.

ninehills/skills

Runs a CI health check on an ai-dynamo/dynamo pull request — report check status, explain why full CI has or has not triggered, root-cause failed job logs, cross-reference failures against main to…

ai-dynamo/dynamo

Enforces coding best practices: deep-read before modify, LSP-first navigation, TDD red-green-refactor, minimal changes, self-review, verification.

KaimingWan/oh-my-kiro

Applies a minimal fix to an emergency bug through triage, root-cause location, a hotfix branch and a blast-radius check, with tests and review still required.

VeryGoodOpenSource/vgv-wingspan

A skill your agent uses to teach Claude exactly which Kotlin and Compose changes hot-reload under Compose HotSwan and which trigger a full incremental rebuild fallback.

rosuH/EasyWatermark

A skill your agent uses when bugfix-request.json exists - validate, reproduce, root-cause, and enqueue a user-reported bug as a category=bugfix feature, then chain to Worker for TDD fix

suriyel/longtaskforagent

对活跃告警进行根因分析，关联指标和巡检记录。

kubehan/PromAI

Implements the minimal code change identified by the om-root-cause step, adds regression tests, and runs the configured validation gate.

go-musicfox/go-musicfox

Read-only root-cause analysis for a tracker issue. An agent skill from go-musicfox/go-musicfox.

go-musicfox/go-musicfox

Create Foundry differential tests comparing production Solidity contracts against an independent reference model.

aviggiano/security

Analyze MSBuild binary logs to diagnose build failures. An agent skill from microsoft/testfx.

microsoft/testfx

Generate MSBuild binary logs (binlogs) for build diagnostics and analysis.

microsoft/testfx

Investigates what went wrong in a superpowers session by reading its transcript, reports findings with path and line citations, and can draft a GitHub issue or redacted bundle.

jnMetaCode/superpowers-zh

Root-cause a specific Opik trace, or a pattern across traces, and return a grounded explanation.

comet-ml/opik-mcp

UiPath causal investigation across every product, runtime, and activity package.

UiPath/skills

A skill your agent uses when encountering any bug, test failure, or unexpected behavior.

tmdgusya/engineering-discipline

Diagnoses compile errors, runtime exceptions, failing tests, pipeline failures and production alerts from code and logs, giving a root cause before any fix.

davidYichengWei/agentic-engineering-framework

Investigate a GitHub issue — fan out parallel exploration, find the root cause (5 Whys, evidence-backed), and write a reviewable RCA artifact (then post a summary to the issue).

coleam00/skills

Guides your agent through diagnosing failed GitHub Agentic Workflows by downloading run logs, auditing individual runs and reading the artifacts they leave behind.

github/gh-aw

Route non-trivial Levyra engineering through the Matt Pocock real-engineering workflow.

LUC4N3X/Levyra-deepsound

Root-cause a production error with Sentry's evidence before touching code — pull the issue, read the stack trace and breadcrumbs, and separate the crash from its trigger.

superset-sh/superset

Write growth log entries that extract reusable patterns from completed work — root cause, transferable rule, and a recognizable signal — instead of diary-style event narration, with a 4-8 sentence…

affaan-m/ECC

Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…

Edwardvaneechoud/Flowfile

This skill should be used when a specific quality problem (UX, data, architecture, feature) needs systematic diagnosis and iterative fixing toward a defined target.

jacob-dietle/context-os

Investigate application or repository source code with searchfile and readfile to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.

FrankChen021/datastoria

Implements and validates the fix for a bug once a failing reproduction test exists.

opsmill/infrahub

Finds why a trading backtest crashed or gave odd results, sorts the cause into a runtime, logic or data error, fixes the code and checks the rerun metrics.

HKUDS/Vibe-Trading

Diagnoses a broken oh-my-claudecode session or repository state from logs, traces, state and a narrow reproduction, then names the smallest next fix.

Yeachan-Heo/oh-my-claudecode

Structured MAP debugging via task-decomposer, actor, and monitor agents.

azalio/map-framework

Autonomous observe-hypothesize-predict-test-discriminate loop for operational anomalies.

equinor/neqsim

Dylan's agent style on top of pstack: concise verified delivery, root causes over symptom patches, The Algorithm before design, plain /bro replies, live UI proof, reuse/simplify, and hard merge gates.

cursor/plugins

Search current hot social or industry news, identify visible "world bugs" such as incentive failures, regulatory gaps, information asymmetry, safety risks, and unreasonable value-chain behavior…

digoal/blog

Investigates GitHub issues in microsoft/aspire by gathering issue context, routing to specialized skills, preparing the right reproduction environment, reproducing behavior, and drafting…

microsoft/aspire

[omh] Application code misbehaves -- a wrong value, a flaky test, a lost update: reproduce it first, form competing hypotheses, discriminate them with the cheapest observation, and only then fix the…

rlaope/oh-my-hermes

When the user wants to audit, redesign, or plan their website's structure, URL hierarchy, navigation design, or internal linking strategy.

alirezarezvani/claude-skills

CAPA system management for medical device QMS. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills

Run diagnostics on an Egregore environment and render a health report, repairing safe local Runtime problems when possible.

egregore-labs/egregore

Find and fix issues from Sentry using MCP. An agent skill from getsentry/sentry-for-ai.

getsentry/sentry-for-ai

Debug failing Sculptor frontend integration tests. An agent skill from imbue-ai/sculptor.

imbue-ai/sculptor

Debug failing Power Automate cloud flows using the FlowStudio MCP server.

github/awesome-copilot

A skill your agent uses when debugging any bug. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Profile JMH benchmark regressions using async-profiler on a Hetzner CCX33 server.

JetBrains/youtrackdb

A skill your agent uses when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework with built-in backward tracing for deep-stack failures…

koolamusic/claudefiles

Hunt bugs in the Beancount.io remote MCP server by driving the real POST /api-gateway/mcp endpoint with JSON-RPC and real MCP clients, checking transport, discovery, credential boundaries, tool and…

bex-co/beancount-io

Find the root cause, implement a focused fix, and prove behavior with targeted tests and recordings.

omnigent-ai/omnigent

Four-phase debugging process - root cause first, then fix. An agent skill from itseffi/agentic-os.

itseffi/agentic-os

Fetch GitHub CI failure information, analyze root causes, reproduce locally, and propose a fix plan.

llama-farm/llamafarm