Root cause analysis

Refuses "flaky" as a diagnosis. An agent skill from ash1794/vibe-engineering.

ash1794/vibe-engineering

Generate structured test reports with pass/fail rollups, coverage summaries, and test artifacts.

foryourhealth111-pixel/Vibe-Skills

Systematic root-cause debugging methodology. An agent skill from poteto/noodle.

poteto/noodle

Fan out /qa-triage across a queue of qa-labeled reports in parallel, reconcile them across reports to cluster shared root causes, present one consolidated decision gate, and — on approval — create…

joshukraine/dotfiles

DTC 全链路诊断与归因——异常检测、跨业务线问题定位、根因分析、ICE 排序。触发词: 诊断, diagnose, 归因, 根因, 指标下降, 问题出在哪, 为什么下降, 全链路, sales dropped, revenue drop, root cause, funnel diagnosis, attribution。

afadtc/afa-dtc-skills

Detect service failures and system anomalies. An agent skill from bolivian-peru/os-moda.

bolivian-peru/os-moda

Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments.

aws/agent-toolkit-for-aws

Analyze Datadog error logs for Packmind production services (api-proprietary, frontend-proprietary), group them into patterns, root-cause against the codebase, and produce a structured bug report.

PackmindHub/packmind

Analyze budget vs actual variances in Excel with drill-down and root cause analysis.

jeremylongshore/tons-of-skills-marketplace

Dung khi so lieu marketing dang xau va can biet TAI SAO — chan doan theo 5 lop tu tracking, delivery, creative, landing den chat luong audience, roi ra action plan 48h.

minhnv0807/ai-business-skills

Root cause investigation — structured debugging with module freeze.

Houseofmvps/ultraship

Build a decision-grade Pareto for downtime, defects, complaints or delays - with unit-of-measure discipline, category hygiene, exposure normalization and a follow-up metric.

davila7/claude-code-templates

Analyzes idea-scoring output to identify the weakest dimensions, root causes of low scores, and probable failure modes if the idea were pursued as-is.

MaxKmet/idea-validation-agents

Researches an open-ended question — options, possible solutions, prior art, trade-offs, or how something works — and produces a durable, evidence-backed, adversarially-validated report that…

testdouble/han

Structure analytical questions with the Question Ladder (Goal, Decision, Metric, Hypothesis), then fill the 7-field Analysis Design Spec, before touching data.

ai-analyst-lab/ai-analyst

Root-cause a bug already in front of you, instead of guessing at fixes.

BlackBeltTechnology/pi-agent-dashboard

A skill your agent uses when something is broken and the cause is unknown — a failing test, a crash, an error message, wrong output, a regression, a hang, or behaviour that differs between…

WrongStack/WrongStack

4-phase systematic debugging methodology with root cause analysis and evidence-based verification.

xenitV1/Antigravity-Workflows

Reflection-first problem solving methodology for Convex development.

waynesutton/markdown-site

Root-cause route for actual bugs, failing tests, build errors, crashes, stack traces, and unexpected behavior.

foryourhealth111-pixel/Vibe-Skills

Completion-evidence route used before claiming work is complete, fixed, passing, committed, or PR-ready.

foryourhealth111-pixel/Vibe-Skills

Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation.

NVIDIA/skills

Diagnose and fix a CI test failure from a GitHub PR or workflow run.

JetBrains/youtrackdb

A skill your agent uses for debugger-driven runtime root-cause analysis in Rider-supported solutions and projects, including .NET/C, F, VB, C++, Unity, Unreal Engine, and other GameDev or…

JetBrains/skills

Diagnose failures by root cause, not symptom. An agent skill from TheDecipherist/claude-code-mastery-project-starter-kit.

TheDecipherist/claude-code-mastery-project-starter-kit

Creates, optimizes, validates, and packages AI Agent Skills (SKILL.md format).

LeoYeAI/openclaw-master-skills

Analyze incorrect answers from text, documents, or images; identify root causes of mistakes; classify error types; explain correct reasoning; and generate targeted improvement suggestions…

mingchen666/Reviva

Find the exact commit that caused a GPU kernel performance regression using binary search (git bisect).

ROCm/FlyDSL

A skill your agent uses when a problem or issue needs explicit framing before deeper analysis begins — establishing the Problem statement, Current state, Desired state, Stakeholders, and Success…

jabrena/plinth

A skill your agent uses when a framed problem needs root-cause investigation rather than a symptom-level fix, applying Five Whys, Fishbone (Ishikawa), Current Reality Tree, and constraint…

jabrena/plinth

Interactive debugging workflow with hypothesis-driven probe loop.

sd0xdev/sd0x-harness

Git history investigation. An agent skill from sd0xdev/sd0x-harness.

sd0xdev/sd0x-harness

GitHub Issue and PR review thread deep analysis with Codex blind verdict.

sd0xdev/sd0x-harness

Requirements analysis — problem decomposition, stakeholder scan, requirement structuring.

sd0xdev/sd0x-harness

Evidence-based investigation of issues, bugs, API calls, integrations, and other aspects of software development that need a deep dive to find the root cause and solutions.

testdouble/han

Triage a raw, vague issue or bug report into a structured document that names what is known, what is missing, and what to do next.

testdouble/han

Consult a stronger model (Opus) as an advisor when stuck or facing a hard decision.

meain/dotfiles

Agent Loop for build/compilation errors: run the build yourself, collect ALL errors at once, find root causes via dependency analysis, fix in order, revert failed hypotheses, loop until green.

UniClipboard/UniClipboard

Find the root cause of Elixir/Phoenix bugs — crashes, exceptions, stack traces, compile errors, LiveView that won't update, silent failures.

oliver-kriska/claude-elixir-phoenix

A skill your agent uses when a commit/release, cross-module delivery, important root-cause fix, red-zone change, large governance rewrite, NPM release, work note, or goal anchor may require…

Peiiii/nextclaw

Hunt bugs in the Beancount.io bea CLI by running real commands against isolated synthetic ledgers, checking output and file effects, reproducing failures, tracing root causes, and deduplicating…

bex-co/beancount-io

Autonomous maintenance routine that picks one tricky logic unit in a monorepo package — state machines, date/period math, sign conventions, dedup windows, pagination — models its states and edge…

bex-co/beancount-io

Common mistake — retrying the same failing command or API call without understanding why it failed.

aiming-lab/MetaClaw

Systematic investigation of metric changes and anomalies. An agent skill from nimrodfisher/data-analytics-skills.

nimrodfisher/data-analytics-skills

A skill your agent uses when diagnosing a defect or regression: feedback loop FIRST, root cause before fix, blast radius after fix.

romiluz13/cc10x

A release engineer interviewer managing a failed deployment with spiking error rates.

PrepLabsAI/InterviewMentor

Chronicles 25+ major incidents in Flowfile's git history (worker/kernel deadlocks and races, reverted or self-reverted branches, Electron/Tauri packaging breakage, codegen correctness bugs, CI…

Edwardvaneechoud/Flowfile

The lazy senior dev: write the least code that works — the ponytail ladder (does it need to exist?

context-labs/whip