发现 research debugging 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Automatically analyze test coverage when user asks which code is tested, mentions coverage gaps, or shows code asking about testing. Identifies untested code paths and suggests test additions. Invoke when user...
Automatically generate test scaffolding when user writes new code without tests or mentions needing tests. Supports unit, integration, e2e, and data tests for PHP and JavaScript. Invoke when user mentions "test...
Debug and eliminate fallback/generic-stub replies quickly. Use when you see empty assistant replies, “Thanks for your message…” stubs, or “no specific information available” messages. Produces a minimal reprodu...
Maps a code change or bug symptom to the smallest high-signal test subset. Use when deciding what tests to run (DET_/FLOW_/REG_), when a regression guard mentions a test ID, or when you need a minimal repro tha...
Debug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument”...
Maps a code change or bug symptom to the smallest high-signal test subset. Use when deciding what tests to run (DET_/FLOW_/REG_), when a regression guard mentions a test ID, or when you need a minimal repro tha...
Debug and eliminate fallback/generic-stub replies quickly. Use when you see empty assistant replies, “Thanks for your message…” stubs, or “no specific information available” messages. Produces a minimal reprodu...
Production hardening review for the OpenEvent backend. Use when scanning for LLM smells, noisy prints, swallowed exceptions, dev-only defaults, fallback diagnostic leakage, and inconsistent error/logging patter...
Debug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument”...
Evaluate local development experience for any stack. Use when user asks about local dev setup, docker-compose vs kubernetes, or developer experience for a technology stack.
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or wh...
AI-Powered Notebook for Frontend Developers - practice coding, get answers, track progress.
This skill provides a systematic approach for investigating and fixing bugs and issues in the codebase. Use this skill when users report bugs, unexpected behavior, test failures, or request fixes for specific i...
Checks current context window usage and provides recommendations. Use when sessions feel slow, responses seem degraded, or before starting complex work.
Methodical problem-solving workflow for debugging issues. Use when facing bugs, errors, or unexpected behavior that isn't immediately obvious.
Expert Python engineering for code review, quality improvement, and debugging. Use when reviewing Python code for best practices, refactoring for cleaner code, debugging errors, improving type safety with type...
Langfuseのトレース、ログ、observability、モニタリングデータを取得・表示する。ユーザーが「Langfuseのログを見せて」「トレースを確認」「観測データを取得」などと言ったときに使用する。
**CODEBASE GRAPH v1.0** - '의존성', '그래프', '코드베이스 분석', '함수 관계', '모듈 관계', '아키텍처 분석', 'import 분석' 요청 시 자동 발동. 프로젝트 시작 시 자동 생성. 온톨로지 기반 코드 지식 그래프로 함수→함...
**SMART CONTEXT v1.0** - '컨텍스트', '관련 코드', '참조', '토큰 절약', '효율적 분석' 요청 시 자동 발동. codebase-graph 기반으로 필요한 컨텍스트만 선택적 추출. 토큰 72% 절감, 정확도 92% 달성. 모든 코드 분석 작업...
Measure test coverage and identify untested areas. Use for coverage checks.
React and Next.js performance optimization guidelines for CPET.db. Tailored for three-tier architecture with Vercel frontend, Google Cloud Run backend, and Supabase database. Use when writing, reviewing, or ref...
Reviews code for best practices, security vulnerabilities, and adherence to the project's style guide. It provides actionable feedback and refactoring suggestions.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Trigge...
Expert UX review and analysis of web applications with 10+ years of professional experience in SaaS, enterprise systems, and complex interfaces. Use when user requests UX feedback, web app review, or interface...
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。