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find-root-causes找到根本原因

Agent Skill

find-root-causes 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

349

周安装

15

GitHub Stars

26

下载量

122
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:find-root-causes(找到根本原因)
来源仓库:https://github.com/outfitter-dev/agents
仓库路径:skills/find-root-causes
安装命令:
npx skills add https://github.com/outfitter-dev/agents --skill find-root-causes
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/outfitter-dev/agents --skill find-root-causes

简介

find-root-causes 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。
  • 当前顶部介绍为空,需参考原始 SKILL.md 获取详细功能说明。
  • 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

Root Cause Analysis

Delegated investigation: symptom → hypothesis → elimination → root cause → prevention.

Steps

  1. Load the outfitter:debugging skill for systematic investigation
  2. Apply elimination techniques from this skill's references
  3. Document investigation trail using RCA templates
  4. Deliver root cause report with prevention recommendations

<when_to_use>

  • Diagnosing system failures or unexpected behavior
  • Investigating incidents or outages
  • Finding the actual cause vs surface symptoms
  • Preventing recurrence through understanding
  • Post-incident reviews requiring formal documentation

NOT for: known issues with documented fixes, simple configuration errors, routine debugging (use debugging skill directly)

</when_to_use>

<rca_focus>

This skill extends debugging with formal RCA practices:

AspectDebuggingRoot Cause Analysis
ScopeFix the immediate issueUnderstand why it happened
OutputWorking codeRCA report + prevention
DocumentationInvestigation notesFormal templates
GoalResolutionPrevention of recurrence

Use debugging for day-to-day bug fixes. Use find-root-causes for incidents requiring formal investigation and documentation.

</rca_focus>

<elimination_techniques>

Three core techniques for narrowing to root cause:

TechniqueWhen to UseMethod
Binary SearchLarge problem space, ordered changesBisect the change range
Variable IsolationMultiple variables, need causationControl all but one
Process of EliminationFinite set of possible causesRule out systematically

See elimination-techniques.md for detailed methods and examples.

</elimination_techniques>

Investigation Trail

Log every step for handoff and pattern recognition:

[TIME] STAGE: Action → Result
[10:15] DISCOVERY: Gathered error logs → Found NullPointerException
[10:22] HYPOTHESIS: User object not initialized
[10:28] TEST: Added null check logging → Confirmed user is null

RCA Report Structure

  1. Summary — one-sentence root cause
  2. Timeline — events leading to incident
  3. Impact — what was affected, duration
  4. Root Cause — why it happened (not just what)
  5. Contributing Factors — conditions that enabled it
  6. Prevention — changes to prevent recurrence
  7. Detection — how to catch it earlier next time

See documentation-templates.md for full templates.

<common_pitfalls>

TrapCounter
"I already looked at that"Re-examine with fresh evidence
"That can't be the issue"Test anyway, let evidence decide
"We need to fix this quickly"Methodical investigation is faster
Confirmation biasActively seek disconfirming evidence
Correlation = causationTest direct causal mechanism

See pitfalls.md for detailed resistance patterns and recovery.

</common_pitfalls>

ALWAYS:

  • Load debugging skill for systematic investigation methodology
  • Use elimination techniques to narrow root cause
  • Document investigation trail as you go
  • Produce formal RCA report for incidents
  • Include prevention recommendations
  • Identify contributing factors, not just root cause

NEVER:

  • Skip formal documentation for incidents
  • Stop at "what happened" without "why"
  • Propose fixes without understanding root cause
  • Omit prevention recommendations
  • Blame individuals (focus on systems)

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

github-copilot

27.38%
按下载量换算33

kilo

22.58%
按下载量换算28

windsurf

21.15%
按下载量换算26

zencoder

12.63%
按下载量换算15

amp

8.11%
按下载量换算10

cline

3.5%
按下载量换算4

安全审计

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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。

来源信息

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