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Skills/neolabhq/context-engineering-kit/why
why logo

why

neolabhq/context-engineering-kit
589 installs1K stars
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Installation

npx skills add https://github.com/neolabhq/context-engineering-kit --skill why

Summary

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

SKILL.md

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 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

Score

0–100
65/ 100

Grade

C

Popularity17/30

589 installs — growing adoption. Source repo has 1,103 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Why skill score badge previewScore badge

Markdown

[![Why skill](https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/why/badges/score.svg)](https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/why)

HTML

<a href="https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/why"><img src="https://www.remoteopenclaw.com/skills/neolabhq/context-engineering-kit/why/badges/score.svg" alt="Why skill"/></a>

Why FAQ

How do I install the Why skill?

Run “npx skills add https://github.com/neolabhq/context-engineering-kit --skill why” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Why skill do?

Iterative Five Whys root cause analysis drilling from symptoms to fundamentals The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Why skill free?

Yes. Why is a free, open-source skill published from neolabhq/context-engineering-kit. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Why work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Why works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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