/nw-root-why
Root cause analysis and debugging
$ npx -y skills add nWave-ai/nWave --skill nw-root-why --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/nw-root-why
Context preview
The summary Claude sees to decide when to auto-load this skill.
Root cause analysis and debugging
SKILL.md
nw-root-why.SKILL.mdname: nw-root-why
description: "Root cause analysis and debugging"
user-invocable: true
argument-hint: '[problem-description] - Optional: --depth=[3|5|7-whys] --output=[text|diagram|report]'
NW-ROOT-WHY: Toyota 5 Whys Root Cause Analysis
**Wave**: CROSS_WAVE **Agent**: Rex (nw-troubleshooter)
Overview
Systematic root cause analysis using Toyota's 5 Whys with multi-causal investigation and evidence-based validation. Investigates multiple cause branches at each level|validates solutions against all identified root causes.
Agent Invocation
@nw-troubleshooter
Execute \*investigate-root-cause for {problem-statement}.
**Configuration:**
- investigation_depth: 5
- multi_causal: true
- evidence_required: true
Usage: DELIVER Wave Retrospective (Phase 3.5)
When invoked as part of `/nw-deliver` Phase 3.5, execute in order:
1. **Gather Inputs** — Read the evolution document, mutation results, git log, `roadmap.json`, and `execution-log.json`. Gate: all available inputs loaded. 2. **Analyze What Worked Well** — Identify practices that succeeded and document why — preserve these. Gate: at least one practice documented with rationale. 3. **Analyze What Improved** — Identify what worked better than before and why — record as reinforcements. Gate: delta from prior execution captured. 4. **Analyze What Worked Badly** — Apply 5 Whys root cause analysis to failures; produce actionable fix per root cause. Gate: each failure has a root cause and fix. 5. **Analyze What Regressed** — Apply 5 Whys to anything worse than before; produce prevention action. Gate: each regression has a root cause and prevention action. 6. **Tag Meta-Improvements** — Mark any items requiring nWave framework changes as **meta-improvements**. Gate: all framework-level issues flagged. 7. **Append Retrospective** — Write retrospective section to evolution document. If clean execution (no skips, no failures, no tooling issues), generate brief summary only. Gate: evolution document updated.
Success Criteria
- [ ] All 5 WHY levels investigated with evidence
- [ ] Multi-causal branches explored at each level
- [ ] Root causes identified and validated
- [ ] Solutions address all identified root causes
- [ ] Backward chain validation performed
Next Wave
**Handoff To**: {invoking-agent-returns-to-workflow} **Deliverables**: Root cause analysis report with solutions
Examples
Example 1: Investigate test flakiness
/nw-root-why "Integration tests fail intermittently on CI but pass locally"
Rex investigates 5 WHY levels with multi-causal branches, discovers race condition in database cleanup, proposes transaction-isolated test fixtures.
Expected Outputs
docs/analysis/root-cause-analysis-{problem}.mdRead more
name: nw-root-why description: "Root cause analysis and debugging" user-invocable: true argument-hint: '[problem-description] - Optional: --depth=[3|5|7-whys] --output=[text|diagram|report]'
NW-ROOT-WHY: Toyota 5 Whys Root Cause Analysis
**Wave**: CROSS_WAVE **Agent**: Rex (nw-troubleshooter)
Overview
Systematic root cause analysis using Toyota's 5 Whys with multi-causal investigation and evidence-based validation. Investigates multiple cause branches at each level|validates solutions against all identified root causes.
Agent Invocation
@nw-troubleshooter
Execute \*investigate-root-cause for {problem-statement}.
**Configuration:**
- investigation_depth: 5
- multi_causal: true
- evidence_required: true
Usage: DELIVER Wave Retrospective (Phase 3.5)
When invoked as part of `/nw-deliver` Phase 3.5, execute in order:
1. **Gather Inputs** — Read the evolution document, mutation results, git log, `roadmap.json`, and `execution-log.json`. Gate: all available inputs loaded. 2. **Analyze What Worked Well** — Identify practices that succeeded and document why — preserve these. Gate: at least one practice documented with rationale. 3. **Analyze What Improved** — Identify what worked better than before and why — record as reinforcements. Gate: delta from prior execution captured. 4. **Analyze What Worked Badly** — Apply 5 Whys root cause analysis to failures; produce actionable fix per root cause. Gate: each failure has a root cause and fix. 5. **Analyze What Regressed** — Apply 5 Whys to anything worse than before; produce prevention action. Gate: each regression has a root cause and prevention action. 6. **Tag Meta-Improvements** — Mark any items requiring nWave framework changes as **meta-improvements**. Gate: all framework-level issues flagged. 7. **Append Retrospective** — Write retrospective section to evolution document. If clean execution (no skips, no failures, no tooling issues), generate brief summary only. Gate: evolution document updated.
Success Criteria
- [ ] All 5 WHY levels investigated with evidence
- [ ] Multi-causal branches explored at each level
- [ ] Root causes identified and validated
- [ ] Solutions address all identified root causes
- [ ] Backward chain validation performed
Next Wave
**Handoff To**: {invoking-agent-returns-to-workflow} **Deliverables**: Root cause analysis report with solutions
Examples
Example 1: Investigate test flakiness
/nw-root-why "Integration tests fail intermittently on CI but pass locally"
Rex investigates 5 WHY levels with multi-causal branches, discovers race condition in database cleanup, proposes transaction-isolated test fixtures.
Expected Outputs
docs/analysis/root-cause-analysis-{problem}.mdAI agents that guide you from idea to working code, with human judgment at every gate. nWave runs inside Claude Code. It breaks feature delivery into seven waves (discover, diverge, discuss, design, devops, distill, deliver).
Repo: nWave-ai/nWave
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