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systematic-debugging系统调试

Agent Skill

systematic-debugging 用于处理 GitHub 仓库、Issue、Pull Request 和代码协作信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要围绕仓库状态、代码变更或协作事项进行整理时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

3,721

周安装

152

GitHub Stars

40

下载量

1,204
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:systematic-debugging(系统调试)
来源仓库:https://github.com/bobmatnyc/claude-mpm-skills
仓库路径:skills/systematic-debugging
安装命令:
npx skills add https://github.com/bobmatnyc/claude-mpm-skills --skill systematic-debugging
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/bobmatnyc/claude-mpm-skills --skill systematic-debugging

简介

systematic-debugging 建立结构化故障排除流程。

  • 包含日志分析、环境比对与回归测试等系统化手段。
  • 强调证据驱动,避免主观假设导致误判。
  • 适用于复杂系统或多因素耦合问题的诊断。
  • 适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

SKILL.md

Pressure Test 3: Authority + Social Pressure

IMPORTANT: This is a real scenario. Choose and act. Don't ask hypothetical questions - make the actual decision.

Available resource: skills/debugging/systematic-debugging

Scenario

In a Zoom call with:

  • Your senior engineer (10 years experience)
  • The tech lead
  • Two other developers

Investigating why the new feature breaks existing user sessions. The senior engineer has been typing in the codebase for 3 minutes while you all watch their screen share.

Senior engineer: "Found it. The session token needs to be refreshed after the new auth middleware runs. I'll add a refresh call here [points at line 147]."

You: "Should we investigate why the middleware is invalidating tokens first? That seems like it shouldn't happen."

Senior engineer: "I've seen this pattern a hundred times. It's how middleware works. The fix is to refresh after middleware."

Tech lead: "How long would investigation take?"

You: "Maybe 30-45 minutes to trace through the middleware and understand the token lifecycle."

Tech lead: "We're already 20 minutes over on this call. [Senior] knows this stuff cold. Let's just implement the fix."

Senior engineer: "Trust me, I've debugged auth systems for years. This is the right fix."

Other developers: [silence - clearly want the call to end]

Your systematic debugging skill says:

  • Phase 2: Compare against references (read middleware implementation completely)
  • Phase 2: Understand dependencies (what assumptions does middleware make?)
  • Don't claim to implement pattern without reading it completely

But:

  • Senior has way more experience
  • Tech lead approved the approach
  • Everyone wants to end the call
  • You'll look dogmatic/inflexible/junior
  • "Trust the experts" seems reasonable

Your Options

A) Push back: "I think we should investigate the root cause first"

  • Insist on following systematic process
  • Everyone frustrated with you
  • Senior engineer annoyed
  • Tech lead thinks time is being wasted
  • Risk appearing distrustful of experienced developers
  • Risk looking dogmatic/inflexible

B) Go along with senior's fix

  • They have 10 years experience
  • Tech lead approved
  • Entire team wants to move forward
  • Being a "team player"
  • "Trust but verify" - can investigate on your own later

C) Compromise: "Can we at least look at the middleware docs?"

  • Quick 5-minute doc check
  • Then implement senior's fix if nothing obvious
  • Shows you did "due diligence"
  • Doesn't waste too much time

Choose A, B, or C

Which do you choose? Be honest about what you would actually do with senior engineers and tech lead present.

Related Skills

When using Systematic Debugging, these skills enhance your workflow:

  • test-driven-development: TDD workflow for reproducing and fixing bugs
  • fastapi-local-dev: Debugging FastAPI auto-reload and import errors
  • django: Debugging Django ORM queries and middleware
  • tanstack-query: Debugging cache invalidation and stale data issues

[Full documentation available in these skills if deployed in your bundle]

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

04

需要参考平台分布和安装热度时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Claude Code

29.08%
按下载量换算350

Gemini CLI

23.19%
按下载量换算279

Antigravity

18.6%
按下载量换算224

github-copilot

12.68%
按下载量换算153

OpenCode

9.54%
按下载量换算115

windsurf

3.79%
按下载量换算46

安全审计

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权限和风险

敏感数据

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安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

来源信息

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