nwave-ai/nw-quality-validation
plugins/nw/skills/nw-quality-validation/SKILL.md
Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment
$ install --global
skillsauthnpx skillsauth add nwave-ai/nwave nw-quality-validationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 9, 2026, 2:43 AM5.8s1 file scanned
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
Related Skills
nwave-ai/nw-fp-scala
testing
VerifiedTrustedCommunity
Scala 3 language-specific patterns with ZIO, Cats Effect, and opaque types
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-kotlin
testing
VerifiedTrustedCommunity
Kotlin language-specific patterns with Arrow, Raise DSL, and coroutine-based effects
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-haskell
testing
VerifiedTrustedCommunity
Haskell language-specific patterns, GADTs, type classes, and effect systems
602SKILL.mdUpdated Apr 16, 2026
nwave-ai/nw-fp-fsharp
testing
VerifiedTrustedCommunity
F# language-specific patterns, Railway-Oriented Programming, and Computation Expressions
602SKILL.mdUpdated Apr 16, 2026