trace-to-root
Systematic debugging by tracing data backwards from symptom to root cause. Uses HelixDB for relationships, Repo Prompt for inspection. Trigger when investigating bugs or unexpected behavior.
Essential command-line tools and system utilities.
Systematic debugging by tracing data backwards from symptom to root cause. Uses HelixDB for relationships, Repo Prompt for inspection. Trigger when investigating bugs or unexpected behavior.
Query and analyze Cloudflare Workers logs. Use for debugging workers, checking error rates, viewing request logs. Activates with phrases like "check worker logs", "what errors are in the worker", "cloudflare logs", "worker observability".
Core exploitation techniques for binary vulnerabilities
Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file.
ユーザーが「ベンチマーク実行」「パフォーマンス測定」「性能分析」「速度を測って」「ベンチマークして」等と要求した時に発動。 Go benchmarkを実行し、結果を分析してボトルネックを特定し、改善提案を行う。 既存のベンチマークがない場合は、まず作成する。
Analisa arquivos e diretórios usando ferramentas MCP para fornecer insights sobre estrutura de código e projetos
Auto-invoked compositional project analysis using φ = ∫(structure × semantics × memory). Analyzes codebase using three integrated layers - structure, semantics, and memory - for understanding project layout, architecture, and accumulated insights.
Diagnoses sprite loading failures, animation frame mismatches, missing assets, CORS errors, and asset path issues. Use when sprites don't load, enemies render as circles, animations are broken, or console shows 404 errors for assets.
Chrome DevTools MCP for interactive debugging and development. Use for CSS inspection, network debugging, console access, performance profiling, and real-time development iteration.
Analyze Go gRPC projects using Protocol Buffers. Use when onboarding to Go gRPC services, understanding proto definitions, analyzing service implementations, reviewing interceptors/middleware, examining streaming patterns, identifying client/server patterns, and generating gRPC API documentation.
Capture dotnet environment and CI-style build diagnostics with binlog and summary output.
Performance profiling and optimization for Elixir/BEAM applications
並行性の観測。データレース、デッドロック、タイミング依存バグを検出。Use when: async/await実装、スレッド/goroutine使用、共有状態操作、本番でだけ起きる問題、たまに落ちるテスト調査。
Use Xcode Instruments command line tools to analyze iOS app performance, detect memory leaks, optimize launch times, monitor CPU usage, and identify performance bottlenecks for the iOS project
Verify and test Angular 18 frontend changes using Chrome DevTools MCP. Automatically check console errors, network requests, and visual rendering after implementing tasks or when fixing UI bugs. Use when creating components, debugging visual issues, validating API integration, or ensuring UI requirements are met. File types: .ts, .html, .css, .scss
Use when reviewing UI, accessibility, or UX in web interfaces and you need to audit components against web design best practices.