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Bot2353Bot2353/skills/systematic-debugging/SKILL.md

systematic-debugging

Skill0 starsChanged 3 months agoNo licenceView on GitHub

Trigger this AUTOMATICALLY anytime you encounter a stack trace, test failure, production bug, or unexpected behavior. Do NOT guess the fix or propose code changes before explicitly triggering this skill. This skill mandates a strict data-gathering and hypothesis phase before you are permitted to edit ANY source code.

We split this skill into the rules it gives an agent

15 rules. 1 is common, 11 are distinctive, and 3 are very specific to this project.

  • 1

    Common

    Most of the 170 edited versions we read keep these.

  • 11

    Distinctive

    This author's own choices. Worth a look.

  • 3

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 170 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions187 projects use a version of this.

    Word for word · 1

    1. rolandbrecht/agent-skills★ 4100% same

    Edited · 0

    None found.

    Wrote their own version · 186

    1. obra/superpowers★ 305ksame name
    2. NousResearch/hermes-agent★ 259ksame name
    3. open-metadata/OpenMetadata★ 16ksame name
    4. jnMetaCode/superpowers-zh★ 8.4ksame name
    5. vudovn/ag-kit★ 8.2ksame name
    6. vudovn/antigravity-kit★ 8.2ksame name
    7. openai/plugins★ 7.4ksame name
    8. ChrisWiles/claude-code-showcase★ 6.1ksame name
    9. farm-fe/farm★ 5.6ksame name
    10. microsoft/FluidFramework★ 5ksame name

    176 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.

  • Used alongsideProjects 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.
    • GEd520Skill

      chinese-code-review

      中文 review 沟通参考——话术模板、分级标注（必须修复/建议修改/仅供参考）、国内团队常见反模式应对。仅在用户显式 /chinese-code-review 时调用，不要根据上下文自动触发。

      Also in 7 projects that use this

    • GEd520Skill

      chinese-commit-conventions

      中文 commit 与 changelog 配置参考——Conventional Commits 中文适配、commitlint/husky/commitizen 中文模板、conventional-changelog 中文配置。仅在用户显式 /chinese-commit-conventions 时调用，不要根据上下文自动触发。

      Also in 7 projects that use this

    • obraSkill

      diagnosing-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 12 projects that use this

    • mjunaidcaSkill

      building-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

    • mjunaidcaSkill

      building-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 GEd520
    • +5 more from mjunaidca
  • In this repository21 other files it gives its agents.

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