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WritingPython

Collapse Detection

Collapse Detection is a Writing skill for Claude Code, published by nWave-ai in nWave.

598 stars61 forkson nWave-ai/nWaveAdded 2026/08/25+1% in starsRepository updated 2026/06/27

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agentic-aiagentic-codingagentic-frameworkagentic-workflowaiatddbddclaude-codeclaude-code-cliclaude-code-commandsclaude-code-hooksclaude-code-skillsclaude-code-subagentsdevopslean-uxopencodesoftware-architecturesoftware-craftmanshiptdd

Install in seconds

Install Collapse Detection

Copy Collapse Detection into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/nWave-ai/nWave/tree/main/nWave/skills/nw-collapse-detection ~/.claude/skills/nw-collapse-detection

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/nWave-ai/nWave.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: nWave/skills/nw-collapse-detection/SKILL.md in nWave-ai/nWave
Installs to: ~/.claude/skills/nw-collapse-detection
Collection: One of 25 skills cataloged from this repository
Category: Writing — 1012 skills

What Collapse Detection does

Collapse Detection identifies documentation type-mixing patterns such as tutorial creep, how-to bloat, and reference narrative. Use it to flag docs that combine multiple user intents and to guide splitting or remediation.

Collapse Detection is cataloged under Writing on DirSkills. Collapse Detection comes from a repository tagged agentic-ai, agentic-coding, agentic-framework, agentic-workflow and ai.

Documentation

README

Excerpt

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

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Collapse Detection

What else does nWave-ai publish alongside Collapse Detection?
Collapse Detection is one of 25 skills that DirSkills catalogs from nWave-ai/nWave, the repository it ships in. Its siblings there include AT Completeness Check, Acceptance Test Critique Dimensions and Agent Creation Workflow. Each one is a separate skill with its own page in this directory, installs the same way Collapse Detection does, and is maintained by nWave-ai in that same repository. The rest of the collection is listed on the nWave-ai/nWave page.
How does Collapse Detection compare to other Writing skills?
Collapse Detection ranks #673 by stars among the 1012 Writing skills in this catalog. The most-starred ones next to it are Article Writing, Social Media Content Calendar and Knowledge Comic Creator. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Collapse Detection against them. Open each page to compare what they document and how they install.

More from nWave-ai/nWave

Collapse Detection is one of 25 skills cataloged on DirSkills from nWave-ai/nWave.

See all 25 skills →

AT Completeness Check

AT Completeness Check gates acceptance-test sets against a canonical 7-category taxonomy and 15-item checklist. Use it to spot missing boundary, state, lifecycle, flag, negative, and environment cases.

Acceptance Test Critique Dimensions

Acceptance Test Critique Dimensions reviews acceptance tests for coverage, GWT structure, business-language wording, observable assertions, and traceability. Use it when peer-reviewing scenarios or walking skeletons before handoff.

Agent Creation Workflow

Agent Creation Workflow guides agent design from requirements analysis through validation and refinement. Use it when creating a new agent or modifying an existing one with clear responsibilities, tools, and quality gates.

Agent Quality Critique Dimensions

Agent Quality Critique Dimensions provides checks for Claude Code agent definitions, including template compliance, safety, examples, loading, and priority. Use it when reviewing an agent file for correctness and fit.

Agent Quality Critique Dimensions

Agent Quality Critique Dimensions provides review criteria for Claude Code agent definitions, including template compliance, safety, examples, and loading behavior. Use it when validating an agent before release or refactor.

Agent Testing Framework

Agent Testing Framework defines a 5-layer approach for validating agent outputs, handoffs, and adversarial cases. It is used to check prompt injection resistance and other security constraints in Claude Code agents.

More Writing skills

Collapse Detection is one of 1012 Writing skills cataloged on DirSkills, ranked #673 by stars among them.

Browse all Writing skills →

Article Writing

Article Writing writes articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use it when you want polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.

Social Media Content Calendar

Social Media Content Calendar plans multi-platform social campaigns from briefs through scheduling and verified publishing. Use it when building a calendar, turning launches into posts, or repurposing content across X, LinkedIn, Instagram, and TikTok.

Knowledge Comic Creator

Knowledge Comic Creator generates educational, biography, and tutorial comics from user-provided text, URLs, or topics, with configurable art styles, tones, layouts, and languages. Use it when a user asks for a knowledge comic, 知识漫画, or Logicomix-style explanation.