Debug production-like issues in this repository with disciplined evidence gathering. Use when fixing failing workflows, regressions, flaky behavior, or data inconsistencies across…
Capture and analyze thread backtraces with LLDB/GDB to debug hangs, deadlocks, UI freezes, IPC stalls, or high-CPU loops across any language or project.
Run Axon as a local OpenTelemetry endpoint and dashboard for inspecting LangChain and instrumented agent traces without sending run data to a cloud service.
Language-specific debug logging patterns and best practices. Reference when adding instrumentation for Dart/Flutter, Kotlin/Android, Swift/iOS, or JavaScript/TypeScript…
\"View recent MCP protocol JSON-RPC messages for debugging. 覽近期MCP協議JSON-RPC訊息以除錯。 Use when: view mcp logs, show mcp messages, debug mcp traffic, inspect json-rpc log, tail mcp…
Use when setting up debug logs and trace flags, reading Apex log output and log levels, running queries in the Developer Console, executing anonymous Apex, or using the Apex…
Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb.
Systematic debugging methodology with 4-phase process, root cause tracing, and elite observability standards. No fixes without investigation.
Analyze MCP JSON-RPC traffic to diagnose protocol and tool call issues. 分析 MCP 協定流量，診斷請求/回應異常。 Use when: tool calls fail, debugging connection issues, inspecting request/response…
Generates a developer debug menu with feature flag toggles, environment switching, network log viewer, cache clearing, crash trigger, and diagnostic info export.
Debug why a Hyperlane message is not being processed. Use when given a message ID or explorer URL to investigate delivery failures, gas estimation errors, validator issues, or…
Systematic debugging and problem-solving methodology. Activate when encountering unexpected errors, service failures, regression bugs, deployment issues, or when a fix attempt has…
Map a minified error stack trace from a production Dyad build back to original source locations using source maps.
Autonomous debugging workflow mirroring Cursor IDE's debug mode. Triggers on "debug mode", "help me debug", error messages, stack traces, or debugging loops.
Debug Sui Move compile errors, runtime aborts, or capability leaks. Use when the user has a Move error, abort code, failed PTB, or compiler issue.
Diagnose why an agent harness misbehaved by reading the local flight-recorder ledger (.vigiles/runs.jsonl) — which skills fired or got hijacked, which hooks blocked or wrongly…
Use for crashes, hangs or memory corruption in native code — sanitizers, lldb/gdb, rr.
Debug a Nativewind v5 setup issue. Walks through common configuration problems with metro, babel, postcss, and dependencies.
Multi-source debug — Docker logs, Redis inspection, SQL diagnostics, git blame, execution traces
Enable verbose / trace-level logging across the iEvo pipeline. Use when the user wants to debug an init, evolution, or security-audit session — captures full prompts, full…
SSH into openclaw and figure out what's going on. Use when: (1) user says "debug openclaw", "openclaw is broken", "something's wrong with openclaw", (2) agents aren't responding,…
Systematic debugging methodology, language-specific debuggers, and common scenario playbooks. Use for: debug, debugging, bug, crash, hang, memory leak, race condition, deadlock,…
Debugging optimized builds skill for diagnosing issues in release code. Use when debugging RelWithDebInfo builds, using -Og for debuggable optimization, working with split-DWARF,…
Snapshot a channelhub session's tmux pane PLUS its recent autopilot errors and registry state in one structured dump.
Automated PDF failure analysis and fixture generation. Takes failed PDF URLs, identifies breaking patterns, and generates minimal fixtures via fixture-tricky for regression…
Systematic debugging techniques including error classification, root cause analysis (5 Whys), reproduction strategies, and error documentation.
Trace-first debugging for a live or recent Flintmere production incident. Use when users report an outage, errors spike in logs, a scan fails at scale, or a payment webhook is…
Debug production issues on Vercel using logs, database inspection, and proper deployment waiting
Structured debugging output for bugs, errors, stack traces, or unexpected behavior. Enforces the format Symptom → Root cause → Fix → Why this approach.
Debug React issues systematically. Use when encountering component errors like "Cannot read property of undefined", infinite re-render loops with "Too many re-renders", stale…
Debug React Native issues systematically. Use when encountering native module errors like "Native module cannot be null", Metro bundler issues including port conflicts and cache…
Debug a WRONG or imperfect render (not a hard error) by inspecting inputs and intermediate steps with run-to-node — render one branch up to an output, preview-tap…
解完非平凡 bug 後主動萃取除錯知識的儀式：產出 debug report Markdown、 清理本次留下的過渡產物（註解舊碼、散落 console.log）、封存未採用的實驗方案、 將摘要寫入 ~/.agents/debugs/debug-reports.jsonl，最後提醒手動 /clear。 觸發關鍵字：/debug_report、debug…
Диагностика проблем Revit-плагина — не загружается, не собирается, команда не видна, ошибка addin. Использовать когда студент пишет «не работает», «не видно», «ошибка сборки».
Use when fixing a bug or analyzing a stack trace. Enforces systematic debugging methodology to prevent shotgun debugging and verify fixes.
Investigate deployment, environment, runtime, and rollout issues that are not purely application-code bugs.
Debug Python code execution failures by capturing partial traces, isolating failing functions, and incrementally verifying outputs
Monitor, triage, fix, and proactively enhance Sentry error monitoring for any project. Use when asked to: check Sentry, fix Sentry errors, triage Sentry issues, run post-deploy…
마이크로서비스 디버깅 및 로그 분석. Use when: (1) 서비스 에러 분석, (2) 로그 확인, (3) 헬스체크 실패 원인 파악, (4) DB 연결 상태 확인, (5) 환경변수 검증.
Persistent debugging with multi-session state, binary search support, and error pattern matching.
Diagnoses and recovers from complex REST and GraphQL API failures. Enforces reproduction before fixing and verifies via runtime inspection.
Systematic error debugging with analysis, solution discovery, and verification
Diagnose slow, expensive, or regressed Apache Spark and PySpark applications by comparing runtime evidence against a healthy run.
Diagnose failed Apache Spark and PySpark applications from History Server evidence, logs, and cluster-manager state.
디버깅, 디버그, 버그, 에러, 오류, 버그 수정 - Specialized in identifying root causes of bugs, analyzing error logs, and providing robust fixes.
버그·오류·예상과 다른 동작이 보고될 때, "디버깅 도와줘", "버그 찾아줘", "에러가 나", "왜 안 되지", "debug" 표현이 있을 때 활성화됩니다. 수행 내용: 재현 조건 확인 → 원인 가설 수립 → 검증 순서 정의의 체계적 디버깅 플레이북을 실행합니다.
Debug stuck Hawk/Inspect AI evaluations. Use when user mentions "stuck eval", "eval not progressing", "eval hanging", "samples not completing", "eval set frozen", "runner stuck",…
Systematically diagnose unclear product behavior or root cause by building a feedback signal, testing one hypothesis at a time, and verifying the original symptom.
Debug agent task execution infrastructure issues — wrong cwd, wrong files, wrong venv, browser startup failures, agent retry loops, skill loading failures
Automates Tauri WebView debugging using official plugins (tauri-plugin-log + screenshots) with process verification, automated screenshots, console logs, and state analysis.
Debug and diagnose Thread mesh networks and OpenThread Border Routers. Use when troubleshooting Thread connectivity, analyzing Router Advertisements, testing IPv6 reachability to…
Use whenever something is broken, flaky, or behaving unexpectedly — find the root cause systematically (reproduce, isolate, hypothesize, verify) and fix the cause, not the…
Diagnose failure modes by systematically investigating traces. Trigger when the user explicitly asks for cross-trace diagnosis: "what's going wrong?", "were there errors?", "debug…
· Triage a live incident to localize an unknown failing layer, then route. Triggers: incident, outage, triage, production down, crashloop, 502.
Systematic debugging approach for Rust async code with Tokio, Turso, and redb. Use when diagnosing runtime issues, performance problems, async deadlocks, database connection…
Video-based visual debugging — extract key frames from screen recordings and analyze UI bugs over time.
Usare quando il debug coinvolge l'aspetto visivo dell'app Flutter: bug UI, layout, rendering, screenshot, confronto atteso-vs-reale, issue visuali.
Find and connect to IONOS Cloud debugging VMs provisioned with the debug-vm tool. Use when the user wants to deploy to, test on, SSH into, or check status of their debug VMs.
Deploys to
[email protected] VPS and iteratively debugs until successful. Use when deploying to VPS, debugging deployment failures, investigating container issues,…
Guide PMs through debugging AI-generated code: how to read error messages, form effective debugging prompts, isolate issues, and decide when to fix forward vs start over.