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研究检索敏感数据unknown未标认证来源可访问许可证需确认审计未展示

root-cause-tracing根本原因追踪

Agent Skill

root-cause-tracing 用于查找、检索和筛选相关信息,适合在 Local Agent 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

196

周安装

8

下载量

63
Local Agent

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。

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:root-cause-tracing(根本原因追踪)
来源仓库:https://smithery.ai
仓库路径:root-cause-tracing
安装命令:
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。当前暂无明确安装命令,请以来源页面说明为准。

简介

用于追踪分布式系统中的异常传播路径。

  • 适合串联请求链路、定位慢查询或服务雪崩。
  • 可生成时序图与依赖关系可视化描述。适用宿主包括 Local Agent,接入前应确认版本、权限和运行环境要求。
  • 依赖完善的埋点与追踪配置。root-cause-tracing 属于研究检索类 Skill,可作为该场景下的辅助能力补充。
  • 安装前建议核实数据整理范围与存储成本。

SKILL.md

Root Cause Tracing

Overview

Bugs often manifest deep in the call stack. Your instinct is to fix where the error appears, but that's treating a symptom.

Core principle: Trace backward through the call chain until you find the original trigger, then fix at the source.

When to Use

  • Error happens deep in execution (not at entry point)
  • Stack trace shows long call chain
  • Unclear where invalid data originated
  • Need to find which code triggers the problem

The Tracing Process

1. Observe the Symptom

Error: database query failed with null user_id

2. Find Immediate Cause

What code directly causes this?

await db.query('SELECT * FROM orders WHERE user_id = ?', [userId]);

3. Ask: What Called This?

OrderService.getOrders(userId)
  → called by OrderController.list()
  → called by router.get('/orders')
  → called by auth middleware

4. Keep Tracing Up

What value was passed?

  • userId = null
  • Where did null come from?
  • Auth middleware didn't set user on request

5. Find Original Trigger

Where did the problem originate?

// Auth middleware bug: didn't handle expired tokens
if (token.expired) {
  // Missing: return error response
  // Falls through with req.user = undefined
}

Adding Stack Traces

When you can't trace manually, add instrumentation:

async function getOrders(userId: string) {
  const stack = new Error().stack;
  console.error('DEBUG getOrders:', {
    userId,
    typeOfUserId: typeof userId,
    stack,
  });
  // ... rest of function
}

Run and capture:

npm test 2>&1 | grep 'DEBUG getOrders'

Real Example

Symptom: .git created in source directory during tests

Trace chain:

  1. git init runs in process.cwd() ← empty cwd parameter
  2. WorktreeManager called with empty projectDir
  3. Session.create() passed empty string
  4. Test accessed context.tempDir before beforeEach
  5. setupTest() returns {tempDir: ''} initially

Root cause: Top-level variable initialization accessing empty value

Fix: Made tempDir a getter that throws if accessed too early

Key Principle

Found immediate cause
    ↓
Can trace one level up? → YES → Trace backwards
    ↓                              ↓
    NO                        Is this the source?
    ↓                              ↓
NEVER fix just              YES → Fix at source
the symptom                        ↓
                             Add validation at each layer
                                   ↓
                             Bug impossible

NEVER fix just where the error appears. Trace back to find the original trigger.

Stack Trace Tips

  • In tests: Use console.error() not logger - logger may be suppressed
  • Before operation: Log before the dangerous operation, not after it fails
  • Include context: Directory, cwd, environment variables
  • Capture stack: new Error().stack shows complete call chain

Integration

Used by:

  • systematic-debugging - Phase 1, Step 5 calls this skill

Pairs with:

  • defense-in-depth - After finding root cause, add validation at each layer

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

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

Local Agent

81.71%
按下载量换算51

安全审计

暂无安全审计结果可展示。

权限和风险

敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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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