systematic-debugging
Skill0 starsChanged 3 months agoMITView on GitHub
Use when 버그·테스트 실패·예상 밖 동작·빌드 실패·성능 문제를 만났을 때.
190 other projects use a version of this.
Adopted by
Most recently taken up by
- DemonDamon/AgenticXtheir own version, first seen Nov 9, 2026
- chrysogonus/power-agentstheir own version, first seen Nov 8, 2026
- willy92wins/DayZ-Modding-Knowledge-Packtheir own version, first seen Nov 8, 2026
- roundpilot/superpowers-antigravitytheir own version, first seen Nov 8, 2026
- REPOZY/superpowers-optimizedtheir own version, first seen Nov 8, 2026
- lingyired/status-triotheir own version, first seen Nov 8, 2026
Used with
Projects with it also use chinese-code-review, chinese-commit-conventions and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Leodorareluctant259Skillchinese-code-review
中文代码审查规范——在保持专业严谨的同时,用符合国内团队文化的方式给出有效反馈
Also in 8 projects that use this
Leodorareluctant259Skillchinese-commit-conventions
中文 Git 提交规范 — 适配国内团队的 commit message 规范和 changelog 自动化
Also in 8 projects that use this
obraSkilldiagnosing-superpowers
Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
Also in 20 projects that use this
mjunaidcaSkillbuilding-chatgpt-apps
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded widgets, or rich interactive experiences. Covers widget architecture, MCP server setup with FastMCP, response metadata, and Developer Mode configuration. NOT when building standard MCP servers without widgets (use building-mcp-servers skill instead).
Also in 4 projects that use this
mjunaidcaSkillbuilding-chat-interfaces
Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.
Also in 4 projects that use this
- +2 more from Leodorareluctant259
- +5 more from mjunaidca
Other versions190 projects use a version of this.
Word for word · 0
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Wrote their own version · 190
- obra/superpowers★ 314ksame name
- NousResearch/hermes-agent★ 262ksame name
- open-metadata/OpenMetadata★ 16ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- vudovn/ag-kit★ 8.2ksame name
- vudovn/antigravity-kit★ 8.2ksame name
- openai/plugins★ 7.8ksame name
- ChrisWiles/claude-code-showcase★ 6.1ksame name
- farm-fe/farm★ 5.6ksame name
- microsoft/FluidFramework★ 4.9ksame name
180 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository17 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- design-reviewSkill
- dispatching-parallel-agentsSkill
- executing-designSkill
- finding-unknownsSkill
- finishSkill
- managing-repo-standard-docsSkill
- receiving-code-reviewSkill
- requesting-code-reviewSkill
- subagent-driven-developmentSkill
- test-driven-developmentSkill
- using-git-worktreesSkill
- using-groundworkSkill
- verification-before-completionSkill
- writing-for-juniorSkill
- writing-skillsSkill
The file
Files
systematic-debugging
Investigate before changing code
문제를 맡은 구현자가 실패 로그와 관련 코드에서 원인을 확인한 뒤 수정을 제안·적용한다. 재현되지 않으면 관측을 보강하고, 가설 하나를 최소 변경으로 검증한다. 원인 없이 수정 위에 수정을 쌓지 않는다. 실패를 재현하는 테스트나 일회성 스크립트로 수정 전 실패·수정 후 통과와 회귀 여부를 확인한다. 커맨드는 대상 리포 루트에서 실행한다.
수정이 3회 실패하면 같은 접근을 반복하지 않고 공유 상태·결합·아키텍처를 재검토한다. 더 수정하기 전에 사용자와 문제를 논의한다. 환경·외부 시스템 문제로 원인을 통제할 수 없으면 확인한 증거와 한계를 기록하고 필요한 대응을 검증한다.
출력은 원인 근거, 수정, 검증 결과와 남은 문제다. 완료 증거 확인은 groundwork:verification-before-completion을 따른다.
Use the debugging assets
아래 자산은 이 스킬 디렉터리 기준이며 해당 문제가 있을 때만 확인한다.
find-polluter.sh: 어느 테스트가 파일을 남기는지 찾을 때 사용법을 확인해 실행한다.condition-based-waiting-example.ts: 비동기 조건 대기 헬퍼가 필요할 때 활용한다.
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