Token导航 LogoToken导航

Agent Skill · 研究检索

debug(调试)

debug 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。

debug 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 70,176。

总安装 212周安装 9GitHub Stars 2下载 74核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

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:debug(调试)
来源仓库:https://github.com/tercel/code-forge
仓库路径:skills/debug
安装命令:
npx skills add https://github.com/tercel/code-forge --skill debug
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/tercel/code-forge --skill debug

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息。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。适合根据关键词或任务场景快速定位候选结果。通过 npx 安装,需结合原始 README 核验具体用法。安装前建议确认权限范围、维护状态及是否触发联网或文件操作。

debug 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/debug

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/tercel/code-forge --skill debug;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

debug 怎么安装?

在终端执行 npx skills add https://github.com/tercel/code-forge --skill debug。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

debug 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

debug 需要什么权限?

权限级别是只读。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。

debug 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

debug 用的人多吗?

公开数据是累计安装 212 次,近一周安装 9 次,下载 74 次,GitHub 2 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

debug 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
debug

调试 · 本页

2122只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Code Forge — Debug

Systematic root cause debugging for any technical issue.

When to Use

  • Any test failure, bug report, or unexpected behavior
  • Performance degradation, build failures, integration issues
  • ESPECIALLY when under time pressure or when "one quick fix" seems obvious

For code-forge features: Use /code-forge:fix instead — it adds upstream document tracing and state tracking on top of this methodology.

Iron Law

NO FIXES WITHOUT ROOT CAUSE INVESTIGATION FIRST.

No "let me just try this." No "obvious fix." No guessing. Investigate first.

Workflow

Root Cause Investigation → Pattern Analysis → Hypothesis Testing → Implementation (TDD fix)

Phase 0: Understand the Project

Before investigating, build situational awareness of the codebase:

@../shared/project-analysis.md

Execute steps PA.1 (Project Profile) and PA.2 (Architecture Analysis) at minimum. For complex bugs, also run PA.3 (Language-Specific Deep Scan) on the affected module and PA.4 (Relationship Mapping) to understand how the bug might propagate.

This context informs Phase 1-4: knowing the architecture tells you WHERE to look; knowing relationships tells you WHAT ELSE might be affected.

Four Phases

Complete each phase before moving to the next.

Phase 1: Root Cause Investigation

  1. Read error messages carefully — complete messages, not skimmed
  2. Reproduce consistently — can you trigger it reliably?
  3. Check recent changes — git diff, git log for what changed
  4. Gather evidence — add diagnostic instrumentation at each boundary in multi-component systems
  5. Trace data flow backward — from the error, walk back through the call chain

Phase 2: Pattern Analysis

  1. Find working examples — is there a similar feature that works?
  2. Compare against references — read reference code COMPLETELY, not skimmed
  3. Identify differences — list EVERY difference between working and broken
  4. Understand dependencies — what does this code depend on? What depends on it?

Phase 3: Hypothesis and Testing

  1. Form a single hypothesis — state it clearly, write it down, be specific
  2. Test minimally — smallest possible change that tests the hypothesis
  3. One variable at a time — never change multiple things simultaneously
  4. Verify before continuing — did the test confirm or refute the hypothesis?

If you don't know: say so. Don't pretend. "I don't understand why X happens" is valuable information.

Phase 4: Implementation

  1. Create a failing test case first — use TDD (see code-forge:tdd)
  2. Implement a single fix — ONE change, not "while I'm here" improvements
  3. Verify the fix worked — run the test, confirm it passes
  4. Run the full test suite — ensure no regressions

When Fixes Fail

Count your fix attempts:

  • < 3 attempts: Return to Phase 1, gather more evidence
  • >= 3 attempts: STOP. This is NOT a hypothesis failure — it's likely a wrong architecture or wrong mental model. Discuss with the user before proceeding.

Example

Bug: "UserService.getProfile() returns null for valid user IDs"

Phase 1 — Investigate:
  $ grep -r "getProfile" src/  →  found in UserService.ts:42, UserController.ts:15
  $ git log --oneline -5 src/services/UserService.ts  →  recent refactor changed query

Phase 2 — Compare:
  Working: getById() uses parameterized query with $1
  Broken:  getProfile() concatenates id into string (bug introduced in refactor)

Phase 3 — Hypothesis:
  "getProfile builds wrong SQL — id is treated as string, not integer"
  Test: hardcode known id=1 → returns null. Confirmed.

Phase 4 — Fix:
  Write test: expect(getProfile(1)).resolves.toMatchObject({id: 1})
  Fix: use parameterized query ($1) instead of string interpolation
  Verify: test passes, full suite 42/42 green

Decision Rules

Apply these checks before acting:

If you're about to...Instead...Why
Skip Phase 1 because the cause seems obviousRun Phase 1 anyway — it will be fast if you're rightObvious causes are often symptoms of deeper issues
Apply a fix without reproducing firstReproduce the bug with a reliable triggerA fix you can't verify is not a fix
Revert to a working state without understandingInvestigate WHY it broke, then fixBlind reverts leave the root cause active
Trust the error message at face valueTrace backward from the error through the call chainError messages point to symptoms, not causes
Add logging everywhereAdd targeted logging at component boundaries onlyShotgun logging creates noise and obscures signal
Try the same approach againSTOP after 3 failed attempts — reassess your mental modelRepeated failure means wrong diagnosis, not wrong execution

Hard Stops

Halt and reassess if:

  • You've attempted the same fix approach 3+ times
  • You're adding workarounds instead of addressing the root issue
  • You're suppressing or swallowing errors to make tests pass
  • You're making changes without a specific hypothesis to test
  • The fix is growing larger than the feature it supports

平台分布

Codex

34.88%
按下载量换算26

Claude

32.18%
按下载量换算24

Cursor

21.45%
按下载量换算16

Gemini CLI

8.99%
按下载量换算7

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。目前只有一个公开来源,建议同时核对源仓库。

继续浏览同类 Skills