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systematic-debugging系统调试

Agent Skill

systematic-debugging 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。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

245

周安装

10

GitHub Stars

118

下载量

78
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

2

许可证

unknown

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/rileyhilliard/claude-essentials
仓库路径:skills/systematic-debugging
安装命令:
npx skills add https://github.com/rileyhilliard/claude-essentials --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。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/rileyhilliard/claude-essentials --skill systematic-debugging

简介

systematic-debugging 用于查找、检索和筛选相关信息,支持基于关键词快速定位候选结果。

  • 适用于系统化排查问题和验证假设的调试场景。
  • 通过 npx skills add 从 GitHub 仓库安装,路径为 skills/systematic-debugging。
  • 安装前建议确认是否会调用诊断工具或修改系统状态,确保操作安全。
  • 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

Systematic Debugging

Core principle: Find root cause before attempting fixes. Symptom fixes are failure.

The Four Phases

Complete each phase before proceeding to the next.

Debugging Progress:
- [ ] Phase 1: Root Cause Investigation
- [ ] Phase 2: Pattern Analysis
- [ ] Phase 3: Hypothesis Testing
- [ ] Phase 4: Implementation

Phase 1: Root Cause Investigation

Before attempting ANY fix:

  1. Read error messages carefully - Stack traces often contain the solution
  2. Reproduce consistently - If not reproducible, gather more data
  3. Check recent changes - Git diff, new dependencies, config changes
  4. Trace data flow backward - Find where invalid data originates

For multi-component systems: Add diagnostic logging at each component boundary before proposing fixes. See references/debugging-techniques.md for instrumentation patterns.

For log-heavy investigations: Use Skill(ce:reading-logs) for efficient analysis.

Phase 2: Pattern Analysis

  1. Find working examples of similar code in the codebase
  2. Compare working vs broken - list every difference
  3. Read reference implementations completely, not just skimming

Phase 3: Hypothesis Testing

  1. Form single hypothesis: "X is the root cause because Y"
  2. Make the SMALLEST possible change to test it
  3. Verify before continuing - if wrong, form NEW hypothesis

Phase 4: Implementation

  1. Create failing test case first
  2. Implement single fix at root cause
  3. Apply defense-in-depth - Validate at multiple layers
  4. Verify fix and run tests

If 3+ fixes have failed: Stop fixing symptoms. Question the architecture.

Red Flags

Stop and return to Phase 1 if you catch yourself:

  • Proposing fixes without completing investigation
  • "Just try changing X and see if it works"
  • Adding multiple changes at once
  • "It's probably X, let me fix that" (without evidence)
  • Each fix reveals new problems in different places

Tactical Techniques

For specific debugging methods, see references/debugging-techniques.md:

  • Binary search / git bisect
  • Minimal reproduction
  • Strategic logging
  • Runtime assertions
  • Differential analysis
  • Multi-component instrumentation
  • Backward tracing

Reporting Format

## Root Cause
[1-3 sentences explaining underlying issue]
Located in: `file.ts:123`

## What Was Wrong
[Specific problem - mutation, race condition, missing validation, etc.]

## The Fix
[Changes made and why they address root cause]

## Verification
- [x] Bug reproduced and confirmed fixed
- [x] Existing tests pass
- [x] Added regression test

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

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

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

Codex

35.97%
按下载量换算28

Claude

30.43%
按下载量换算24

Cursor

19.42%
按下载量换算15

Gemini CLI

9.85%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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