Root cause analysis

Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability.

sickn33/agentic-awesome-skills

Investigate and remediate data quality alerts using Monte Carlo MCP tools.

sickn33/agentic-awesome-skills

Facilitate structured post-incident reviews to identify root causes, document what worked and failed, and produce actionable recommendations to improve future incident response.

mukul975/Anthropic-Cybersecurity-Skills

Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system…

google/skills

A skill your agent uses when querying or troubleshooting logs in Alibaba Cloud Log Service (SLS) using query|analysis syntax and the Python SDK.

cinience/alicloud-skills

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

tobihagemann/turbo

/em:postmortem — Honest analysis of what went wrong. An agent skill from alirezarezvani/claude-skills.

alirezarezvani/claude-skills

5Why 溯源顾问，通过连续追问"为什么"层层剥离问题表象，帮用户找到系统性的根本原因并制定根治对策. An agent skill from isjiamu/jiamu-skills.

isjiamu/jiamu-skills

Quickly triages a contributor pull request or reported issue against repository policy and lightweight evidence without full review or root-cause analysis.

Wirasm/prp

Quickly triages a contributor pull request or reported issue against repository policy and lightweight evidence without full review or root-cause analysis.

Wirasm/prp

Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize.

warpdotdev/common-skills

Human-readable status report for all tax forms. An agent skill from filedcom/opentax.

filedcom/opentax

Investigates server/infrastructure metric anomalies in PostHog Metrics — from "this metric is rising/dropping/spiking" or a fired alert to a probable cause with evidence.

PostHog/posthog

A skill your agent uses to verify that code works correctly — browser-based testing with Playwright, native app testing with computer use, CLI testing, API testing, or root-cause debugging.

garagon/nanostack

Investigate source-code bugs, incidents, regressions, production issues, and failures to root cause with Memtrace symbol search, impact, call graph, and temporal history.

syncable-dev/memtrace-public

Review vLLM-routed torch-nightly root causes against existing upstream vLLM issues using read-only search results, and emit a validated upstream-checks artifact for the filer.

pytorch/test-infra

A skill your agent uses when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem.

github/awesome-copilot

Adversarial self-review of your own conclusion, fix, or root-cause verdict before handoff — alternative causes, neighboring cases, blast radius, environment gap, hypothesis lock, subtraction, and a…

happier-dev/happier

Analyze a problem and provide a detailed explanation of the issue, root cause, proposed fix, and verification steps.

latitude-dev/latitude-llm

Trigger: root audit, atacar la raíz, issue roots, backlog roots, mechanism map, deletion-driven fix, resolver issues de raíz, close outdated issues.

Gentleman-Programming/gentle-ai

Triage a user submission from the Composer feedback form — a Linear issue labelled "Composer Feedback Form" carrying an R2 debug-log path.

dxos/dxos

Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations.

astronomer/agents

Triage a newly filed GitHub issue in this repository by analyzing the report, inspecting relevant code, estimating reproducibility, suggesting the likely root cause, and returning structured triage…

warpdotdev/oz-for-oss

Clay tables — sweep a table for errored rows and report grouped by root cause (not a specific record).

clay-run/agent-plugins

Diagnosis-only investigation of a failure with unknown cause - reproduce, localize, reduce, deliver root cause with evidence.

ReinaMacCredy/maestro

Finds root cause before applying fixes for errors, crashes, regressions, failing tests, broken behavior, and screenshot-reported defects.

ninehills/skills

Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing.

sickn33/agentic-awesome-skills

Self-diagnostic skill for godotmaker itself. An agent skill from RandallLiuXin/GodotMaker.

RandallLiuXin/GodotMaker

4-phase root cause analysis: observe, hypothesize, verify, fix.

SethGammon/Citadel

Work with the Ambient Quality Agent (AQuA) added to this agents-cli project: augment the agents-cli agent with AQuA or attach the agent to an AQuA deployed elsewhere, read the quality insights it…

google/adk-recipes

Turn on AI + ML features in Grafana Cloud — Grafana Assistant (NL → PromQL/LogQL/TraceQL, dashboard build, incident investigation, MCP integration), Dynamic Alerting (Prophet forecasting + DBSCAN…

grafana/skills

Help users navigate product failure by diagnosing root causes, evaluating conviction, and executing successful pivots or turnarounds based on proven industry frameworks.

RefoundAI/lenny-skills

Troubleshoot Chat Question-and-Answer Core end-to-end across Docker Compose and Helm deployments, including startup failures, health/API errors, runtime mismatches (OpenVINO vs Ollama), model/config…

open-edge-platform/edge-ai-libraries

Create Chinese monospaced compass-style PDCA or CAPD problem-solving cards using East-West-South-North-Center layout, full-width and half-width spaces, diagonal Unicode arrows, and strict Chinese…

twhsi/skills

Produce a detailed report on APIError events from Agent Monitor data — counts over time, which sessions and models are affected, and the likely root cause (rate limits, overload/529, or…

hoangsonww/Claude-Code-Agent-Monitor

A skill your agent uses when a tool call, command, or API request fails.

aiming-lab/MetaClaw

Search logs and codebases for error patterns, stack traces, and anomalies.

aiskillstore/marketplace

You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows.

aiskillstore/marketplace

Investigate logs in a PostHog project: verify a service or deployment is healthy, explain an error spike, triage an incident, or understand what a log stream is saying.

PostHog/posthog

Return rate reduction — root cause analysis, listing accuracy, packaging improvements, size guides

nexscope-ai/Amazon-Skills

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage.

microsoft/GitHub-Copilot-for-Azure

Analyze a GitHub Actions integration test run and produce a skill invocation report with failure root-cause issues.

microsoft/GitHub-Copilot-for-Azure

Root-cause analysis of one AQuA insight against the observed agent's own source code.

google/adk-recipes

Four-phase root cause investigation for bugs and unexpected behavior

taracodlabs/aiden

Проводит структурированный сеанс дивергенции вокруг конкретной продуктовой проблемы или возможности.

serejaris/personal-corp-os

Делает ревью продуктовых метрик — тренды, аномалии, root causes и рекомендации к действиям.

serejaris/personal-corp-os

Trigger: new issue, bug report, triage, backlog, issue flood, community report, root cause, dead-end, blocked user.

Gentleman-Programming/gentle-ai

OpenDesign's incident retro: the daemon-restart data bug, the root cause, the fix, and the systemic follow-ups.

nexu-io/open-design