nw-ab-critique-dimensi…
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations
$ npx -y skills add nWave-ai/nWave --skill nw-collapse-detection --agent claude-codeHow it fires
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/nw-collapse-detectionContext preview
The summary Claude sees to decide when to auto-load this skill.
Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations
name: nw-collapse-detection description: Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations user-invocable: false disable-model-invocation: true
Documentation collapse = types merge inappropriately, serving no audience well.
Description: Tutorial explains "why" extensively | Detection: explanation >20% | Fix: extract to separate doc, link back
Description: How-to teaches basics first | Detection: teaching fundamentals before steps | Fix: link to tutorial, assume baseline
Description: Reference includes conversational prose | Detection: prose paragraphs in entries | Fix: move to explanation doc, keep factual
Description: Explanation ends with "do this" steps | Detection: step-by-step in explanation | Fix: move steps to how-to, link
Description: Single doc tries all four types | Detection: 3+ quadrants in one doc | Fix: split with clear boundaries
Flag collapse when:
# Getting Started If you need to deploy to production, follow these steps...
**Problem**: Assumes user knows what "deploy to production" means. A tutorial should assume nothing.
# How to Configure Authentication First, let's understand what authentication is. Authentication is...
**Problem**: Should assume user knows what authentication is. Link to a tutorial instead.
## login(username, password) This is probably the most important function you'll use...
**Problem**: Reference should be factual, not opinionated. Remove "probably the most important" editorializing.
# Why We Use Microservices ... therefore, you should: 1. Create a service, 2. Deploy it...
**Problem**: Steps belong in a how-to guide. The explanation should end with reasoning and link to the how-to for action.
AI 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
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation
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