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Debug — Claude Code Skills

3355 Claude Code skills tagged Debug. Browse all behavioural skill type-related skills in the open ClaudSkills registry — free to install, one-click via the desktop app.

Showing top 200 of 3355 skills, ranked by quality score.

audit-claude-config

Use when asked to audit Claude Code config, validate plugin settings, or diagnose plugin issues.

general

claude-to-im

Bridge THIS Claude Code or Codex session to Telegram, Discord, Feishu/Lark, QQ, or WeChat so the user can chat with Claude from their phone. Use for: setting up, starting, stopping

general

converge-loop

Run a bounded, self-correcting loop that drives code toward a target state and STOPS honestly — until-green (validate → diagnose → minimal fix → re-run) or until-dry (find → act →

general

debug-loop-run

Use when asked to analyze loop execution history, investigate loop failures, or find loop issues.

engineering

devops-agent

Your on-call DevOps assistant — one-click deploy, monitoring setup, scheduled backups, and fault diagnosis. Safety-first design with confirmation prompts, dry-run mode, snapshot ro

engineering

df:list-objective-assumptions

Surface Claude's assumptions about an objective approach before planning. Specialized diagnostic tool for reviewing AI assumptions.

general

diagnose-ci

Diagnose a failing, cancelled, or hanging CI run, explaining why it fails in CI when the same command passes locally.

general

gsd-forensics

Post-mortem investigation for failed GSD workflows — analyzes git history, artifacts, and state to diagnose what went wrong

general

lokei

Run local web and app development surfaces behind named HTTPS `.test` domains with `lokei`, and optionally expose them through tunnels. Use for local HTTPS setup, framework-aware d

engineering

nvim

Use when troubleshooting Neovim/LazyVim plugin errors, updating plugins after breaking changes, or diagnosing colorscheme/startup issues.

tools

ops-ci-fix

Autonomous diagnosis and repair of failing CI/CD pipelines. Scan GitHub Actions workflows, identify failure causes, and apply fixes. Trigger when CI is broken, tests fail in CI, or

engineering

ops-doctor

Health check and auto-repair for the ops plugin. Diagnoses manifest errors, broken permissions, invalid configs, stale caches, and missing files — then spawns an agent to fix every

general

ops-mac

macOS diagnose-and-fix command center. Wraps the macos-toolkit CLI suite (machealth, netwhiz, pstop, macdog, lanchr, macbroom, macctl, macfig, updater) behind one entrypoint — self

security

tlive

IM bridge for AI coding tools — chat with Claude Code / Codex from Telegram, Discord, or Feishu. Approve permissions, get streaming responses, manage sessions from your phone. Use

general

toolkit-evolution

Closed-loop toolkit self-improvement: discover gaps, diagnose, propose, critique, build, test, evolve.

general

unikit-help

Navigator and help guide for the UniKit framework — use when the user is unsure what to do next, where to start, or which unikit skill fits their situation. It diagnoses intent and

science

truenas-aiops

Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capaci

general

vmware-avi

Use this skill whenever the user mentions load balancing, ingress, virtual services, pool members, AVI, NSX ALB, AKO, or application delivery in a VMware/NSX ALB or Tanzu/vSphere K

engineering

df:health

Diagnose planning directory health and optionally repair issues. Use when the user wants to check project integrity or troubleshoot DevFlow state. Triggers on: "is the project heal

general

a-discussion-of-decision-making-applied

Apply crisis decision-making research to agent routing, uncertainty triage, and coordination failure analysis in time-pressured systems. Use when diagnosing handoff failures, analy

science

github:actions-monitor

Monitor GitHub Actions runs and extract failure diagnostics. Use when watching PR CI, branch builds, or specific workflow runs.

general

autonomous-oncology-agent

A multimodal precision oncology agent leveraging GPT-4 and vision transformers for cancer diagnosis, biomarker detection, and treatment planning.

general

bio-machine-learning-omics-classifiers

Builds classification models for omics data using RandomForest, XGBoost, and logistic regression with sklearn-compatible APIs. Includes proper preprocessing and evaluatio — from bg

general

bio-variant-calling-clinical-interpretation

Clinical variant interpretation using ClinVar, ACMG guidelines, and pathogenicity predictors. Prioritize variants for diagnostic and research applications. Use when inter — from bg

science

bio-workflows-biomarker-pipeline

End-to-end biomarker discovery workflow from expression data to validated biomarker panels. Covers feature selection with Boruta/LASSO, classifier training with nested CV — from bg

general

bone-marrow-ai-agent

AI-powered bone marrow morphology analysis, cell classification, and hematologic disorder diagnosis using deep learning on aspirate and biopsy images.

general

caddy-https-troubleshoot

Diagnoses and fixes HTTPS/SSL certificate issues in the network infrastructure by checking API tokens, validating Caddy configuration, and testing certificates. Use when certificat

security

ci-status-checker

Interprets GitHub Actions run status and logs, diagnoses CI failure patterns, and suggests targeted fixes. Handles dependency install failures, test timeouts, build OOM, flaky test

engineering

cloudflare-access-troubleshoot

Diagnoses and fixes Cloudflare Access authentication issues including Google OAuth errors, access denied after login, login loops, CookieMismatch errors, and "can only be used with

engineering

cloudflare-tunnel-troubleshoot

Diagnoses and fixes Cloudflare Tunnel connectivity issues including stuck tunnels, failed connections, Error 1033, and tunnel registration problems. Use when remote access not work

engineering

conditions-for-intuitive-expertise-a-fai

Diagnose when intuitive judgment, agent confidence, or expert routing can be trusted by classifying environment validity, feedback quality, and task-boundary fit. Use for confidenc

engineering

cycle-analysis-of-directed-acyclic-graph

Analyze hierarchical DAG-like systems by separating undirected substrate from ordering metadata, then classifying diamonds, mixers, shortcuts, and hidden cycle structure. Use for w

engineering

debug-console

Debug web app by capturing and analyzing console errors using Chrome DevTools MCP

engineering

dee-experiment-plan

Convert a DEE methodology proposal into executable experiment, baseline, ablation, diagnostic, and acceptance matrices.

science

detecting-debug-endpoints

Probe a target for accidentally-public admin / debug / introspection endpoints — Spring Boot Actuator, Apache server-status, Prometheus metrics, GraphQL playground, Swagger UI, php

engineering

gcp-gke-troubleshooting

Systematically diagnoses and resolves common GKE issues including pod failures, networking problems, database connection errors, and Pub/Sub issues. Use when pods are stuck in Pend

engineering

gene-panel-design-agent

AI-powered design of targeted gene panels for clinical and research applications including cancer diagnostics, pharmacogenomics, and rare disease testing.

science

genius-debugger

Error diagnosis and fixing skill. Analyzes errors, traces root causes, and implements fixes. Use when user says "there's a bug", "fix this error", "debug this", "something is broke

general

gsd-health

Diagnose planning directory health and optionally repair issues — from Gustavosareto/gerenciador-de-quadras

general

hz-simpleperf-debug

Profiles Meta Quest and Horizon OS application CPU performance using simpleperf — workload classification, CPU hotspot recording, kernel overhead measurement. Use when diagnosing w

general

hz-unity-code-review

Reviews Unity code targeting Meta Quest and Horizon OS for performance issues, rendering best practices, and common VR pitfalls. Use during code review or when diagnosing Quest per

engineering

hz-vr-debug

Debugs Meta Quest and Horizon OS VR/MR applications using the metavr CLI — view logs, capture screenshots, diagnose common issues. Use when troubleshooting crashes, errors, or unex

general

ide-diagnostics

Fix TypeScript errors, get diagnostics, rename symbols, find references, organize imports. Use when user needs IDE/LSP tools for code navigation, diagnostics, and refactoring.

tools

infrahub-collecting-diagnostics

Collect a redacted local diagnostic bundle (logs, config, version, state) for an OpsMill expert hand-off. TRIGGER when: Infrahub is broken/failing/erroring, the user asks for help

engineering

java-best-practices-debug-analyzer

Analyzes Java stack traces, diagnoses exceptions, identifies root causes, and troubleshoots performance problems. Deconstructs stack traces, investigates NullPointerException, anal

engineering

knowledge-distillation-a-survey

Choose what kind of knowledge to transfer between teacher and student models: response, feature, or relational, and decide among offline, online, self, or cross-modal distillation

general

leopold-doctor

Diagnose the Leopold install on every harness present (Claude Code, Codex): checks skills, hooks and their wiring, gstack, the driver toolchain, and whether an update is available.

general

loom-model-evaluation

Evaluates ML models for performance, fairness, and reliability. Use for metric selection, cross-validation strategies, overfitting/underfitting diagnosis, hyperparameter tuning, LL

engineering

lsp-health-check

Проверка LSP и Serena prerequisites для Python/Rust/Dart/Flutter/TS/JS/Go/C++/Qt/YAML/Docker/HTML/CSS/Shell. Используй для: проверь LSP, проверь язык-серверы, диагностики LSP, дост

engineering

lsp-routing

Маршрутизация LSP-воркфлоу для type checking, диагностик, символов, рефакторинга. Используй для: LSP, лсп, language server, проверь типы, type checking, найди символ, диагностики я

engineering

multimodal-radpath-fusion-agent

AI-powered multimodal diagnostic fusion integrating radiology imaging (CT/MRI/PET), digital pathology (WSI), genomics, and clinical data for comprehensive cancer diagnosis and trea

general

permission-hooks

Diagnoses and fixes PermissionRequest hook issues when Bash triggers unexpected approval prompts. When called with arguments, treat the argument as the diagnostic target command —

general

popeve-variant-predictor-agent

AI-powered genetic variant pathogenicity prediction using PopEVE deep learning model for population-aware disease variant identification and rare disease diagnosis.

general

printing-press-output-review

Internal sub-skill: agentic review of a printed CLI's sampled command output for plausibility issues that rule-based checks can't encode (substring-match relevance, format bugs, si

tools

printing-press-polish

Polish a generated CLI to pass verification and become publish-ready. Runs diagnostics (dogfood, verify, scorecard, go vet), automatically fixes all issues (verify failures, dead c

general

qdrant-search-quality

Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing ex

general

radiomics-pathomics-fusion-agent

AI-powered multimodal fusion of radiology (CT/MRI/PET) and pathology (H&E/IHC) imaging with clinical and genomic data for comprehensive cancer diagnostics and treatment prediction.

general

Researcher Replan And Recovery

Use when the workflow hits contradictions, missing evidence, failed runs, design flaws, or resource shifts. Diagnose the failure class, choose the narrowest safe correction, and es

science

superwhisper-cli

Operate the official Superwhisper CLI and MCP to search or read dictation history, build standups and commitment reviews, compare raw and processed transcripts, inspect usage, and

content

tcr-repertoire-analysis-agent

AI-powered T-cell receptor repertoire analysis for cancer diagnosis, immunotherapy response prediction, and therapeutic TCR selection using deep learning and multi-layer ML approac

general

troubleshoot-tcc

Diagnose and fix macOS TCC (Calendar/Reminders) permission issues for che-ical-mcp. Use when user reports calendar tools failing silently, "permission denied" errors, missing TCC d

general

use-llm-wiki

Discover and use a locally-available LLM-wiki through its `wiki` CLI — from any project, not just inside the vault. Read the knowledge base to ground answers in the operator's own

general

vd-cli

Manage coding-agent skills and observe agent behavior through the Go `vd` CLI. Use when the user asks to vendor/sync/build skills across Claude Code and Codex, inspect agent sessio

general

3pass

3-pass recursive prompting (critique → refine → final answer). Use on any claim, diagnosis, plan, or analysis to stress-test it through self-critique.

general

active-learn

Use when an agent's performance is uneven and you want systematic improvement. Runs diagnose -> challenge-gen -> challenge-run -> update learnings in a loop. Works with or without

general

ag-2-corrigir

Maquina autonoma de correcao. Bugs, erros TypeScript, tech debt — auto-detecta modo, diagnostica, corrige, verifica em loop convergente. Produz PR com fix verificado.

engineering

ag-analisar-contexto

Analisa padroes de codigo, debitos tecnicos, riscos arquiteturais. Produz diagnostico com prioridades P0-P3. Use when analyzing code quality, tech debt, or architectural risks.

general

ag-corrigir-tipos

Corrige erros TypeScript com auto-routing. Scan (diagnosticar), Fix (batch incremental), Sweep (varredura com ratchet). Substitui workflow manual de typecheck.

engineering

ag-depurar-erro

Diagnostica e corrige bugs. Le errors-log.md antes de comecar para nao repetir tentativas que ja falharam. Use quando algo nao funciona, da erro, quebrou, trava, build falha, ou qu

general

ai-detect

Automates GPTZero AI detection pipeline for a given file. OPT-IN and external: it uploads the draft text to a third-party site (gptzero.me) and requires the user's GPTZero login, s

general

amadeus-mirror

Diagnose and operate the active Intent's GitHub mirror through the guarded lifecycle and repair commands.

general

anvi-explore

Explore a friction point — when something doesn't exist that should. Use when hitting a wall during real work that isn't a bug (diagnose) or a design task (design). The friction be

general

beads-dolt

Dolt and DoltHub-aware workflow for the beads (bd) task tracker. Diagnoses why bead work is not visible on DoltHub (no Dolt remote configured), applies the bd dolt remote — from je

ads

ca-watch

Watch a PR's CI to completion — diagnose on red, notify and offer the merge on green. Never auto-merges.

general

cc-deliverability

Session 4 demo skill — samples one inbox per sending domain on a campaign, triggers an inbox placement test via Instantly API, surfaces per-domain SpamAssassin scores and blacklist

general

ce-explain

Create a durable, visual teaching artifact — plus an optional check-in (predict-then-reveal for diffs, corrected exercises) that makes it stick — for something worth learning: a co

general

challenge-gen

Use after /diagnose-agent when you have a struggle profile and need training challenges. Generates edge-case and commit-replay challenges calibrated to weak areas. Keywords: challe

tools

check-ci

Check GitHub Actions CI results for the current branch. Shows job statuses, failed test output, and lint errors. If failures are found, automatically diagnoses and fixes the issues

general

check-in

Run a weekly health check on any campaign - diagnose issues and get a prioritized action plan

general

ci-debugging

Diagnose and fix CI/CD pipeline failures: GitHub Actions errors, build failures, test timeouts, TLS/auth issues, platform-specific failures, dependency resolution problems, and dep

engineering

claudette-debug

Debug the running Claudette Tauri app by executing JavaScript in the webview and reading results back. Inspect Zustand store state, trace state changes, monitor sessions long-term,

engineering

context-health-visual

Diagnose Claude Code environment health — context budget, description obesity, trigger collisions, hooks, MCP, plugins, CLAUDE.md, memory, and skill-security scan. Use when asked t

security

cre-capital-markets

CRE Capital Markets and Debt Maturity suite - 8 specialist skills for maturity diagnostics, refinance proceeds gaps, extensions, workouts, rescue capital, term sheet comparison, CM

general

debug

Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke — from ar

engineering

debug-diff

Debug a failed diffyscan verification run. Analyzes diffs, identifies root causes. Use when diffyscan exits with non-zero or shows unexpected diffs.

engineering

debug-flow

Debug a failed Power Automate flow run. Use when a flow failed, has errors, or the user wants to troubleshoot a run.

engineering

debug-lambda

Fetch and analyze CloudWatch logs for a Lambda function — filter errors, surface stack traces

engineering

debug-rules

Diagnose which rules loaded, which didn't, and why. Reads the InstructionsLoaded audit log and compares against expected rules.

engineering

debug-run

モバイルアプリ(iOS/Android)を起動中のシミュレーター/エミュレーターにビルド・インストールする。デバッグ実行、アプリのテスト、動作確認、手動検証時に使用。ビルドエラーを検出して報告。

engineering

debug-stream

Debug Arizona stream operations. Use when investigating stream insert/delete/update/move/sort/reset behavior.

engineering

debug-tool

Debug a malfunctioning MCP tool — trace the full request lifecycle to find the issue

engineering

debug-trajectory

Activate when debugging any bug or error. Enforces the 7-step debug trajectory protocol with pattern-first checking, 3-exchange stop rule, and trajectory recording.

engineering

debug-with-file

Interactive hypothesis-driven debugging with documented exploration, understanding evolution, and analysis-assisted correction.

engineering

debug-with-score

Answer debugging and navigation questions about a Clef codebase by querying Score (the code-as-data layer). Use for "where is X defined", "who uses Y", "impact of changing Z", "tra

engineering

debug-wp

Starts a structured interview to diagnose WordPress issues, then proposes a ranked list of solutions.

engineering

debug-zoom

Debug a broken Zoom integration by isolating the failure point and routing into the right Zoom references. Use when auth, API, webhook, SDK, or MCP behavior is failing and you need

engineering

dep-resolve

Dependency-conflict resolution when a `/vulnetix:fix` version bump fails — diagnose the peer-dep tree, find a compatible safe version set, propose package-manager overrides (`overr

security

diagnose-agent

Use when an agent's performance is uneven and you want to understand where it excels or struggles. Produces a struggle profile for /challenge-gen or /active-learn. Keywords: diagno

general

diagnose

Investigate unexpected behavior and mysterious bugs. Use when the cause of a problem is unknown and the user needs to understand WHY something is happening — symptoms like: sudden

general

diagnose

Routes a vague symptom or complaint to the most relevant Clairvoyance skill via a decision tree. Use when someone describes a problem but doesn't know which skill to reach for. Not

general

diagnose-flow

Deep autonomous diagnosis of a failed flow run. Provide environment, flow, and run IDs. Use when the user asks to diagnose or deeply investigate a specific failed flow run.

general

did-event-study

Run a staggered difference-in-differences / event-study analysis to the Sant'Anna practitioner standard — drives the canonical packages (R `did`/`DRDID`/`didFF`/`contdid`; Stata `c

general

dolt-mcp-vcs

Dolt and DoltHub-aware workflow for the beads (bd) task tracker. Diagnoses why bead work is not visible on DoltHub (no Dolt remote configured), applies the bd dolt remote — from je

ads

earth2studio-create-diagnostic

Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusio

tools

earth2studio-create-prognostic

Create Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or installation.

tools

debug

Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke — from al

engineering

evaluate-ad

Score a launched paid ad (Meta, Google, TikTok, LinkedIn) from real metrics — network-specific primary metric + diagnosis + fatigue/auction signals — inside an existing eval loop.

general

evaluate-asset

Score a produced visual asset (image / graphic / carousel frame) against its brief — render fidelity + brand-fit — inside an existing eval loop, using the re-ingested asset (the re

growth

evaluate-content

Score a published organic post (text / image / carousel) from real metrics inside an existing eval loop — one primary platform per cycle, verdict + engagement-quality diagnosis. No

growth

evaluate-outreach

Score a sent outreach cycle (cold email / LinkedIn DM / sequence) from real reply data inside an existing eval loop — one channel + segment per cycle, verdict + reply-quality diagn

sales

evaluate-seo

Score an SEO / AEO cycle from real ranking + visibility data inside an existing eval loop — one keyword cluster + surface (organic SERP or AI answers) per cycle, verdict + visibili

general

fix-annotation-from-issues

Use when a GitHub issue reports a missed, spurious, or wrong-element annotation. Reproduces the failure with debug_annotation.py, diagnoses the root cause, and improves schema desc

general

fix-github-actions

Fetch a failed GitHub Actions run by ID, diagnose root cause against known patterns (including Docker Compose and Node.js), apply fixes, validate YAML with actual parser, and sugge

engineering

fix-seo

Fix my SEO, fix this SEO issue, fix missing meta, fix broken links, fix page speed code-level risk, fix schema — user has a specific SEO problem to remediate. Routes to specialized

growth

flaky-test-diagnosis

Use when: a test passes and fails non-deterministically (flaky), fails only under load/parallelism/sanitizers, fails in CI but not locally, or fails depending on run order - diagno

engineering

for-my-team

Walk a user through what changes when they take ai-brain-starter from a personal vault to a team vault. Reads the for-teams/ folder aloud in conversation, asks three diagnostic que

general

gaia-debugging

Diagnose why a GAIA question failed — extract trace, classify failure mode, and propose a fix

engineering

garden-tending

Tend the knowledge garden — diagnose vault health, condense project memos into `_project.md` overviews, create/merge cross-project topics, fix broken links, archive superseded note

general

git-audit

Diagnostica el repositorio git (ramas stale, commit-graph, fsmonitor, blobs grandes, stashes viejos) y reporta hallazgos priorizados con fixes recomendados. Usa cuando el usuario p

tools

git.backport

Back-port a specific commit from master to a release branch via cherry-pick. Creates a dedicated backport branch, attempts the cherry-pick, pushes it, and opens a PR by default. Re

general

git-fix-pr

Analyze and fix failing PR checks. Use when the user asks to fix the PR, resolve failing CI checks, diagnose red GitHub Actions runs, auto-fix lint/type/test failures on a pull req

general

ide-debug

Full debug workflow using IDE bridge tools. Runs tests to find failures, sets conditional breakpoints, evaluates expressions in the debugger, identifies root causes, applies fixes,

tools

ide-diagnostics-board

Diagnostic dashboard across the workspace. Calls getDiagnostics, groups results by severity and file, and renders a sortable color-coded HTML table. Opens in the system browser.

tools

ide-monitor

Continuous IDE monitoring using bridge tools. Checks diagnostics, test results, or terminal output. Designed for use with /loop for recurring checks.

tools

ide-quality

Multi-language code quality sweep using IDE bridge tools. Runs diagnostics across all languages, auto-fixes lint errors, organizes imports, formats code, runs tests, and optionally

tools

ide-review

Deep PR review using IDE bridge LSP and GitHub tools. Analyzes diffs with code intelligence — follows definitions, checks references, inspects types, runs diagnostics, and posts st

tools

ide-type-mismatch-fix

Diagnose and fix TypeScript/language type errors using LSP diagnostics, hover, and code actions. For each type error, fetches the expected vs actual types, surfaces quickfix sugges

tools

optimize

Diagnoses and fixes UI performance across loading speed, rendering, animations, images, and bundle size. Use when the user mentions slow, laggy, janky, performance, bundle size, lo

general

indigo

Use when the human references a GitHub issue, pastes an issue link, or says fix issue N. Full resolution pipeline with diagnosis, planning, skeptical review, implementation, and ve

general

innovate

Start the Vibe Innovation Framework. Runs entry diagnostic, session planning, ICD initialization, and phase dispatch from the user's current uncertainty level (TRL -2 to 4). Use wh

general

inspect-view

Inspect the view hierarchy of a running simulator app using axe view. Use when debugging layout issues, investigating view structure, or diagnosing UI problems in a running app.

engineering

instruction-quality-audit

Use when: auditing AI instruction artifacts, prompts, prompt templates, LLM task prompts, agent instructions, skill files, SKILL.md artifacts, prompt-packaged workflows, custom age

general

java-fix

Diagnoses and fixes Java compile errors, runtime exceptions, and stack traces. Use when user asks to "fix this error", "this won't compile", "I'm getting an exception", "debug this

engineering

kafka-consumer-lag

Analyse Kafka consumer group lag using the Lenses MCP server. Diagnoses lag causes (throughput bottlenecks, rebalancing, partition skew, stalled consumers) and suggests remediation

engineering

kata

Orchestrate an improvement cycle: diagnose, select methodology, execute, record, persist. The meta-pattern that connects all skills into a coherent workflow. USE WHEN: improve, aud

general

kata-flight-doctor

Use to verify a Kata Flight setup. Read-only health check for the .kata-flight seam, marker vars, engine layout, context root, optional RDR binding, and skill links. Trigger for di

general

kimiflow

Gated feature, bug-fix, and explicit project-release loop: clarify, discover/diagnose, plan, implement, verify, review, and commit. AUTO-ROUTE only actionable implementation reques

security

kotlin-concurrency-expert

Diagnose and fix Kotlin coroutine race conditions, Flow issues, and thread safety bugs

engineering

google-ads-landing

Score and diagnose Google Ads landing pages. Use when asked to audit a landing page, check landing page quality, diagnose high-CTR but low-conversion-rate ad groups, improve Qualit

ads

map-debug

Structured MAP debugging via task-decomposer, actor, and monitor agents. Use when reproducing a bug, isolating a regression, or diagnosing an error with specialized agents — includ

engineering

meta-analyst

Cross-System Code-Analyse und Developer-Handoff fuer AutomationOne. Versteht Nutzerauftraege, verfolgt Daten- und Steuerfluesse quer durch ESP32, MQTT, Server und Frontend anhand d

engineering

maister:metaprogram-classifier

Recognize and classify NLP metaprograms from utterances, written communication, or described behavior. Identifies which of 7 metaprograms are active, detects compound patterns, and

general

monitor

Service health monitoring, alerting patterns, and incident response. Check if services are up, diagnose issues, set up alerting rules. Use when: checking service health, something

engineering

nexus-wpe

Query WP Engine account data — sites, installs, usage metrics, bandwidth, visits, storage, domains, backups, SSL, users, and diagnostics. Use when asked about WPE environments, usa

general

on-page-seo-checker

Use when the user asks to "audit on-page SEO" or "diagnose why a single page dropped"; scores titles, meta, header structure, keyword placement, links, and images with prioritized

growth

ooxml-repair

Trigger on: /ooxml-repair, "Word unreadable content", "docx corrupt", "fix docx error", "Word recovery dialog", "OOXML schema violation", "repair Word document", "Word cannot open

general

optimize-seo

Audits and plans search visibility across six modes — technical SEO audit, AI/answer-engine optimization (AEO), programmatic SEO, competitor comparison pages, full SEO strategy, an

growth

output-debug-workflow

Debug Output SDK workflow issues. Use when user reports a workflow failing, erroring, hanging, producing wrong results, or asks to debug, troubleshoot, or investigate a workflow ex

engineering

permission-check

Diagnose why Claude Code is (or isn't) prompting for permission. By default reads only repo-local layers (CLI project, CLI project-local, VSCode workspace). Host-global layers (CLI

general

pipeline-health-reviewer

AUTO-TRIGGER: Apply this skill when the user shares pipeline data, asks about pipeline health, deal velocity, or sales cycle performance. Trigger phrases include: "our pipeline is

sales

plan-funnel

Models business funnels with numeric targets — works backward from a revenue goal to the required traffic, conversion rates, and unit economics, with every target carrying a baseli

growth

pm-troubleshoot

Diagnose the root cause of a bug, error, crash, or unexpected behavior. Traces through code, logs, services, database state, and git history to find why something is broken. Resear

science

prevention-difficultes

Oriente une entreprise en difficulté vers le bon dispositif préventif et en prépare la demande : mandat ad hoc (L.611-3), conciliation (L.611-4 s., accord constaté ou homologué, pr

general

qual-doctor

Diagnose and tune qualification agents by testing against known-fit prospects, analyzing per-question scoring patterns, and recommending specific changes to questions, weights, and

sales

queue-reprocess

Move failed messages from dead letter queues back to their main queue. Use when asked about "reprocess DLQ", "retry failed messages", "move DLQ messages", "republish dead letters".

general

queue-status

Check message queue status, list queues, monitor DLQ counts and consumers. Use when asked about "queues", "queue status", "DLQ", "dead letter", "consumers", "messages pending", "me

engineering

queue-triage

Diagnose why messages are failing in dead letter queues and produce a root cause report. Use when asked about "DLQ triage", "dead letter diagnosis", "why are messages failing", "qu

general

red-flags

Scans code against 17 named design smells and produces a structured diagnostic report. Use when reviewing a PR for design quality, evaluating unfamiliar code against a comprehensiv

general

research-market

Map market landscape, competitive dynamics, TAM/SAM/SOM sizing, whitespace opportunities — every claim sourced, adjacent competitors checked, sizing shown with methodology. Use to

science

retention-diagnosis

Diagnose retention problems using lifecycle stages, behavior patterns, and practical product/growth interventions.

growth

rig-debug

Systematic root-cause debugging for a failing test, production bug, flaky behavior, or unexplained error. Spawns the debugger agent through Phase 1 → 4 (root-cause → pattern analys

science

rig-doctor

Preflight health check for a rig project: detect things that make rig degrade or fail — missing gh auth or the project scope, an unreachable board, an invalid config, no CI gates,

general

ruflo-status

Diagnose Ruflo health, then report system, MCP server, and active-agent status without changing the installation

general

run-notebook

Roda, monitora e diagnostica scripts Python/notebooks na workstation. Cobre: verificar se está executando, tempo decorrido/restante, uso de GPU/CPU, escolha de GPU com menor carga,

engineering

scan-fix

Diagnose en fix scanner problemen. Gebruik bij "scanner", "scan", "OAuth", "tokens".

general

scholar-eda

Conduct exploratory data analysis (EDA) before hypothesis testing. Run when the user has a dataset and needs to load data, build the analytic sample, diagnose missing data, inspect

science

session-analytics

Analyze session transcripts to extract data, diagnose anti-patterns, and generate GitHub issues from findings.

content

setup-bot

Diagnose and fix Telegram bot connection issues -- verify config, test send, resolve common errors

tools

skill-effectiveness-audit

Scan recent session JSONLs and PR descriptions for skills that bailed out, returned "out of scope", or reported diagnostics without action. Proposes structural fixes per skill so t

general

soap

Run the full diagnostic pipeline on a foreign system. Intake → Diagnose → Prescribe, with mandatory human gates between each step. Skipping a step is not allowed.

general

spec-driven-rca

Unified root cause analysis with 4-layer anti-skip enforcement for both tactical (dev workflow diagnosis) and strategic (5 Whys RCA documents) modes. Tactical mode auto-t — from ba

general

spec-driven-rca

Unified root cause analysis with 4-layer anti-skip enforcement for both tactical (dev workflow diagnosis) and strategic (5 Whys RCA documents) modes. Tactical mode auto-t — from ma

general

sys:break-bottleneck

Identify and break the biggest bottleneck in your startup using a diagnostic loop based on Goldratt's Theory of Constraints. Walk through a five-step process to find what is limiti

general

test-health

Read-only diagnostic that reports the state of a project's test suite — count vs. proportionality, coverage vs. threshold, runtime, slowest tests, flaky test estimate, dead tests,

engineering

thrunt-forensics

Post-mortem investigation for failed THRUNT workflows — analyzes git history, artifacts, and state to diagnose what went wrong

general

tinker

Diagnose and repair the documented autoloop bootstrap failure modes for a registered loop. Idempotent. Use when a loop is registered but doesn't fire, when owner_session_id is stuc

general

troubleshoot

Diagnosis and repair guide for errors and failures including CI. Use when user mentions something broken, errors, it doesn't work, CI failures, CIが落ちた, build errors, test — from ge

general

troubleshoot

Diagnosis and repair guide for errors and failures including CI. Use when user mentions something broken, errors, it doesn't work, CI failures, CIが落ちた, build errors, test — from ma

general

ui-debug

Debug frontend issues interactively using Playwright. Builds the server, launches it on a temporary port, writes and runs Playwright scripts to reproduce and diagnose the issue, th

general

vellum-editorial

Scaffold editorial documentation sites with the Vellum design system — OKLCH palette, Bodoni Moda / Source Serif 4 / Inconsolata typography, crosshatch texture, 20+ semantic compon

content

vmware-nsx-security

Use this skill whenever the user needs to manage VMware NSX security — distributed firewall (DFW) policies, security groups, microsegmentation, and IDS/IPS. Directly handles: creat

security

waffle-doctor

Check whether this repo's rendered wafflestack files still match the lock (drift detection). Use to diagnose a CI doctor failure or before committing; explains each modified/missin

general

workspace-builder

Build a CRM workspace from scratch — describe your business and get boards, columns, and pipeline stages created in monday. Use when someone says "set up my CRM", "build me a CRM",

sales

bayesian-estimation

This skill covers Bayesian estimation and inference in quantitative social science. Use when the user is specifying priors, running MCMC, diagnosing chain convergence, or reporting

general

bulk-data-hygiene

Clean and normalize your CRM data in bulk — fix phone formats, fill missing emails, standardize country codes, and flag unowned deals. Unlike board-diagnosis (which reports), this

general

can-communication

CAN bus design, analysis, and diagnostics expertise

general

cc-inspect

Claude Code runtime environment inspector. Comprehensive diagnostic tool that reports all Claude Code environment variables, session identity, config directory, plugin paths, syste

engineering

complexity-recognition

Diagnoses what makes code complex and why, using the three-symptom two-root-cause framework. Use when code feels harder to work with than it should but the specific problem is uncl

general

Debug Adapter Protocol

Expert skill for implementing Debug Adapter Protocol for debugger integration

general

Debugger Integration Skill

Advanced debugging integration for vulnerability research

security

dk-loop-audit

Audit whether an AI agent can autonomously close the loop on problems in a given area — from discovering a symptom to verifying a fix — without human intervention. Evaluates docume

engineering

empirical-playbook

This skill covers applied microeconomic empirical methods and research design. Use when the user is selecting an identification strategy, comparing estimators, running diagnostics,

science

forensics

Post-mortem diagnostic analysis of failed workflows.

general

hreflang-international

International / multilingual SEO audit focused on hreflang correctness. Detects and diagnoses the most common (and ranking-damaging) hreflang mistakes: missing or broken return tag

growth

latex-thesis-zh

Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis ne

science

pegasus-debug

Diagnose Pegasus workflow failures from error messages and logs

general

repair-agent

This skill should be used when the user asks to "repair an agent", "audit an agent", "fix my agent", "review agent quality", "check if my agent is well-written", "diagnose agent pr

general

repair-skill

This skill should be used when the user asks to "fix my skill" or "audit this skill". Make sure to use this skill whenever the user mentions skill quality, structural issues, broke

general

request-debugger

HTTP request/response debugging and inspection tools

engineering

seo-analysis

Full SEO audit: Google Search Console data + URL Inspection API + PageSpeed Insights API + technical crawl + keyword research + metadata audit + schema markup audit + sea — from ag

growth