why
Iterative Five Whys root cause analysis drilling from symptoms to fundamentals
它会碰到什么
扫了多少1 个文本文件,3 KB
它会碰到什么不碰外部(只输出文字)
命中总数0 处
命中统计严重 0 · 高 0 · 中 0 · 低 0
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
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
- State the problem clearly
- Ask "Why did this happen?" and document the answer
- For that answer, ask "Why?" again
- Continue until reaching root cause (usually 5 iterations)
- Validate by working backwards: root cause → symptom
- Explore branches if multiple causes emerge
- Propose solutions addressing root causes, not symptoms
Examples
Example 1: Production Bug
Problem: Users see 500 error on checkout
Why 1: Payment service throws exception
Why 2: Request timeout after 30 seconds
Why 3: Database query takes 45 seconds
Why 4: Missing index on transactions table
Why 5: Index creation wasn't in migration scripts
Root 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 intermittently
Why 1: Race condition in async test setup
Why 2: Test doesn't wait for database seed completion
Why 3: Seed function doesn't return promise
Why 4: TypeScript didn't catch missing return type
Why 5: strict mode not enabled in test config
Root 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 minutes
Why 2: No layer caching
Why 3: Dependencies reinstalled every time
Why 4: Cache invalidated by timestamp in Dockerfile
Root Cause A: Dockerfile uses current timestamp for versioning
Branch B (Tests):
Why 1: Test suite takes 30 minutes
Why 2: Integration tests run sequentially
Why 3: Test runner config has maxWorkers: 1
Why 4: Previous developer disabled parallelism due to flaky tests
Root Cause B: Flaky tests masked by disabling parallelism
Solutions:
A) Remove timestamp from Dockerfile, use git SHA
B) 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
想直接用这个技能?
本站把开放许可(MIT / Apache 等)的技能按仓库打包整理到网盘,点一下转存到你自己的网盘,不用一个个从 GitHub 拉。许可未声明的技能只给原始仓库链接,不打包。
同名技能的其他版本
有 3 个不同仓库或目录里都有叫 why 的技能。它们内容并不相同,别混用:
- NeoLabHQ/context-engineering-kit — Iterative Five Whys root cause analysis drilling from symptoms to fundamentals
- NeoLabHQ/context-engineering-kit — Iterative Five Whys root cause analysis drilling from symptoms to fundamentals