Debugging
Find and fix bugs, error analysis
monitoring-observability
by 1Mangesh1
Observability patterns and monitoring best practices. Use when user asks to "set up monitoring", "structured logging", "distributed tracing", "metrics collection", "observability", "APM setup", "log aggregation", "metrics dashboards", "error tracking", "performance monitoring", or mentions observability stack and monitoring strategy.
git-conventions
by vendeesign
"Guide automatique pour les opérations git. Activer quand Claude exécute des commandes git (commit, branch, push, merge, rebase, PR) en dehors de /codebloom:push. Couvre : conventional commits, nommage de branches, messages de PR, et garde-fous contre les opérations destructives. Ne pas charger si /codebloom:push est active (elle intègre déjà ces conventions)."
review-plan
by benredmond
Advisory plan review - validates plan correctness and identifies gaps before implementation. Works on any task with research and plan sections.
rust-iot
by peixotorms
Use when building IoT applications, sensor networks, or edge devices in Rust. Covers telemetry, protocol buffers, protobuf, CoAP, BLE, Bluetooth, serial communication, GPIO, edge computing, OTA update, firmware, data pipeline, MQTT with rumqttc, offline-first store-and-forward, exponential backoff retry, power management, TLS security, and telemetry publishing.
condition-based-waiting
by Crumbgrabber
Use when tests have race conditions, timing dependencies, or inconsistent
subagent-driven-development
by Crumbgrabber
Use when executing implementation plans with independent tasks in the
session-summary
by ProjAnvil
会话总结技能，用于总结当前会话的上下文，包括已完成的任务、技术决策和下一步计划。使用此技能生成交接文档，以便在不丢失关键上下文的情况下开始新会话。
code-review
by 1Mangesh1
Code review checklists, PR review patterns, and feedback templates. Use when user asks to "review this code", "code review checklist", "PR review template", "review best practices", "write review feedback", or any code review tasks.
fix
by TakaGoto
"Diagnose and fix your RAG pipeline — skip the teaching, get to the answer"
break-it
by TakaGoto
"Find the bug — learn RAG by debugging intentionally broken pipelines"
code-review
by TakaGoto
"Get expert feedback on your RAG code"
optimizing-performance
by rileyhilliard
Measure-first performance optimization that balances gains against complexity. Use when addressing slow code, profiling issues, or evaluating optimization trade-offs.
verification-before-completion
by rileyhilliard
Run verification commands before claiming work is complete or fixed. Use before asserting any task is done, bug is fixed, tests pass, or feature works.
reading-logs
by rileyhilliard
Analyzes logs efficiently through targeted search and iterative refinement. Use when investigating errors, debugging incidents, or analyzing patterns in application logs.
post-mortem
by rileyhilliard
Review a completed session to extract actionable improvements. Identifies DX friction, documentation gaps, architectural confusion, anti-patterns, process failures, and skill/config improvements. Uses progressive disclosure for targeted investigation types.
dev-debug
by edwinhu
"This skill should be used when the user asks to 'debug', 'fix bug', 'investigate error', 'why is it broken', 'trace root cause', 'find the bug', or needs systematic debugging and course-correction with verification-driven methodology using ralph loops."
ds-fix
by edwinhu
"This skill should be used when the user asks to 'fix analysis', 'wrong results', 'notebook error', 'reviewer feedback', 'data changed', 'debug notebook', or needs mid-analysis course-correction for wrong results, notebook errors, or data changes."
refactoring-code
by rileyhilliard
Improves code structure while preserving behavior through test verification. Use when cleaning up code, reducing duplication, simplifying complexity, or reorganizing modules.
dev-test-chrome
by edwinhu
"This skill should be used when testing web applications with Chrome MCP tools, debugging console errors, monitoring network requests, executing JavaScript in browser, recording GIF test evidence, or when dev-test routes to Chrome-based browser testing."
systematic-debugging
by rileyhilliard
Four-phase debugging framework that finds root causes before proposing fixes. Use when investigating bugs, errors, unexpected behavior, failed tests, or when previous fixes haven't worked.
preflight-checks
by rileyhilliard
Detect and run project linters, formatters, and type checkers before committing or claiming completion. Auto-detects tools from project config files.
executing-plans
by rileyhilliard
Executes implementation plans with smart task grouping. Groups related tasks to share context, parallelizes across independent subsystems.
fixing-flaky-tests
by rileyhilliard
Diagnose and fix tests that pass in isolation but fail when run concurrently. Covers shared state isolation and resource conflicts. References condition-based-waiting for timing issues.
document-quality-standards
by belumume
Use when creating or editing documents (DOCX, PDF, XLSX, PPTX) that need professional output. Adds visual verification, typography hygiene, and formula patterns.