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Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment

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$ npx -y skills add nWave-ai/nWave --skill nw-quality-validation --agent claude-code

SKILL.md

nw-quality-validation.SKILL.md
name: nw-quality-validation
description: Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment
user-invocable: false
disable-model-invocation: true

Quality Validation

Six Quality Characteristics

  • **Accuracy**: Factually correct, technically sound, current | Validation: expert review, automated testing
  • **Completeness**: All necessary info present for doc type | Validation: checklist, gap analysis
  • **Clarity**: Easy to understand, logical flow, appropriate level | Validation: Flesch 70-80
  • **Consistency**: Uniform terminology, formatting, structure | Validation: style guide compliance
  • **Correctness**: Proper grammar, spelling, punctuation | Validation: automated check, zero errors
  • **Usability**: User achieves goal efficiently | Validation: task success, DIVIO type purpose served

Quality Gate Thresholds

| Metric | Threshold | |--------|-----------| | Readability (Flesch) | 70-80 | | Spelling errors | 0 | | Broken links | 0 | | Style compliance | 95%+ | | Type purity | 80%+ single type |

Type-Specific Validation Checklists

Tutorial Checklist

  • [ ] Completable without external references | [ ] Steps numbered and sequential
  • [ ] Each step has verifiable outcome | [ ] No assumed prior knowledge | [ ] Builds confidence

How-to Checklist

  • [ ] Clear goal stated upfront | [ ] Assumes fundamentals known
  • [ ] Single task focus | [ ] Ends with completion indicator | [ ] No basics teaching

Reference Checklist

  • [ ] All parameters documented | [ ] Return values specified
  • [ ] Error conditions listed | [ ] Examples per entry | [ ] No narrative

Explanation Checklist

  • [ ] Addresses "why" not "what" | [ ] Provides context and reasoning
  • [ ] Discusses alternatives | [ ] No task steps | [ ] Builds conceptual model

Verdict Criteria

  • **approved**: Passes all type-specific validation, no collapse violations, meets quality gates
  • **needs-revision**: Minor issues fixable in place (clarity, missing examples, small gaps)
  • **restructure-required**: Collapse detected requiring split, or fundamental type mismatch
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Which coding agents can use nw-quality-validation?
nw-quality-validation installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.