Why

NeoLabHQ/context-engineering-kit/plugins/kaizen/skills/why

作者 NeoLabHQ23e2428e809d77717f8acc9659c374a3a1fcb93e無授權條款收錄於 2026年10月9日更新於 2026年10月9日

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

AI 產生的概覽

引導迭代式「五個為什麼」根因分析,從表象逐層追問到系統性原因並提出解決方案。

功能
對指定的問題或症狀套用「五個為什麼」方法,反覆追問「為什麼」並記錄每一次回答,直到找出根本原因。當出現多個原因時支援分支分析,並透過反向推導驗證因果鏈,最後提出針對根因而非表象的解決方案。產出為一份記錄完整的因果鏈及建議的修正措施。
適用情境
適用於調查反覆發生的故障、事故或流程問題,且根本原因仍不明確的情況。適合生產缺陷、不穩定測試或部署緩慢等技術性與流程性問題。它用於結構化診斷,而非實際執行修正。
執行需求
無需任何工具、套件或憑證;僅為指令內容,不附帶指令碼。

Five Whys Analysis

Apply Five Whys root cause analysis to investigate issues by iteratively asking "why" to drill from symptoms to root causes.

Description

Iteratively ask "why" to move from surface symptoms to fundamental causes. Identifies systemic issues rather than quick fixes.

Usage

/why [issue_description]

Variables

  • ISSUE: Problem or symptom to analyze (default: prompt for input)
  • DEPTH: Number of "why" iterations (default: 5, adjust as needed)

Steps

  1. State the problem clearly
  2. Ask "Why did this happen?" and document the answer
  3. For that answer, ask "Why?" again
  4. Continue until reaching root cause (usually 5 iterations)
  5. Validate by working backwards: root cause → symptom
  6. Explore branches if multiple causes emerge
  7. Propose solutions addressing root causes, not symptoms

Examples

Example 1: Production Bug

Problem: Users see 500 error on checkoutWhy 1: Payment service throws exceptionWhy 2: Request timeout after 30 secondsWhy 3: Database query takes 45 secondsWhy 4: Missing index on transactions tableWhy 5: Index creation wasn't in migration scriptsRoot Cause: Migration review process doesn't check query performance
Solution: Add query performance checks to migration PR template

Example 2: CI/CD Pipeline Failures

Problem: E2E tests fail intermittentlyWhy 1: Race condition in async test setupWhy 2: Test doesn't wait for database seed completionWhy 3: Seed function doesn't return promiseWhy 4: TypeScript didn't catch missing return typeWhy 5: strict mode not enabled in test configRoot Cause: Inconsistent TypeScript config between src and tests
Solution: Unify TypeScript config, enable strict mode everywhere

Example 3: Multi-Branch Analysis

Problem: Feature deployment takes 2 hours
Branch A (Build):Why 1: Docker build takes 90 minutesWhy 2: No layer cachingWhy 3: Dependencies reinstalled every timeWhy 4: Cache invalidated by timestamp in DockerfileRoot Cause A: Dockerfile uses current timestamp for versioning
Branch B (Tests):Why 1: Test suite takes 30 minutesWhy 2: Integration tests run sequentiallyWhy 3: Test runner config has maxWorkers: 1Why 4: Previous developer disabled parallelism due to flaky testsRoot Cause B: Flaky tests masked by disabling parallelism
Solutions: A) Remove timestamp from Dockerfile, use git SHAB) Fix flaky tests, re-enable parallel test execution

Notes

  • Don't stop at symptoms; keep digging for systemic issues
  • Multiple root causes may exist - explore different branches
  • Document each "why" for future reference
  • Consider both technical and process-related causes
  • The magic isn't in exactly 5 whys - stop when you reach the true root cause
  • Stop when you hit systemic/process issues, not just technical details
  • Multiple root causes are common—explore branches separately
  • If "human error" appears, keep digging: why was error possible?
  • Document every "why" for future reference
  • Root cause usually involves: missing validation, missing docs, unclear process, or missing automation
  • Test solutions: implement → verify symptom resolved → monitor for recurrence

來源與署名

來源:NeoLabHQ/context-engineering-kit位於plugins/kaizen/skills/why提交23e2428

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