Skip to content
cccskills
FreePublished on GitHub

nw-collapse-detection

Documentation collapse anti-patterns - detection rules, bad examples, and remediation strategies for type-mixing violations

The English summary is being prepared. Showing the original description.

See how to install

Files included (1)

  • SKILL.md2.3 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

Collapse Detection

Documentation collapse = types merge inappropriately, serving no audience well.

Anti-Patterns

Tutorial Creep

Description: Tutorial explains "why" extensively | Detection: explanation >20% | Fix: extract to separate doc, link back

How-to Bloat

Description: How-to teaches basics first | Detection: teaching fundamentals before steps | Fix: link to tutorial, assume baseline

Reference Narrative

Description: Reference includes conversational prose | Detection: prose paragraphs in entries | Fix: move to explanation doc, keep factual

Explanation Task Drift

Description: Explanation ends with "do this" steps | Detection: step-by-step in explanation | Fix: move steps to how-to, link

Hybrid Horror

Description: Single doc tries all four types | Detection: 3+ quadrants in one doc | Fix: split with clear boundaries

Detection Rules

Flag collapse when:

  • 20% content from adjacent quadrant | Two user needs served simultaneously | Ambiguous user journey stage

  • "Why" in tutorials | Task steps in explanations | Teaching in how-tos | Narrative in references

Bad Examples for Calibration

Tutorial with Task Focus

# 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 Teaching Basics

# 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.

Reference with Opinions

## 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.

Explanation with Steps

# 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.

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

5-layer testing approach for agent validation including adversarial testing, security validation, and prompt injection resistance

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

Architectural style selection decision matrices, trade-off analysis, structural enforcement rules, and combination patterns. Load when choosing or evaluating architecture styles.

The English summary is being prepared. Showing the original description.

nWave-ai/nWave621Updated Sep 16, 2026

See all skills by nWave-ai

Report a problem with this skill