nw-quality-validation SKILL.md skillA
nw-quality-validation from nwave-ai/nwave is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nwave-ai/nwave/nw-quality-validation@git:20260320.d98f3cbPins git:20260320.d98f3cb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nwave-ai/nwave
- Path
nWave/skills/nw-quality-validation/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260320.d98f3cb, committed Mar 20, 2026
- First version recorded
- Mar 17, 2026
- Size
- 2,153 bytes
- Repository stars
- 633
- License
- MIT
Type-specific validation checklists, six quality characteristics, and quality gate thresholds for documentation assessment.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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 …
Read the whole file at its exact version.
How to install
mdr add nwave-ai/nwave/nw-quality-validation@sha256:59fb8a28ea83eba7The line at the top of this page pins the label git:20260320.d98f3cb, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_drvis543zlmz5anm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Mar 17, 2026 and Mar 20, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260320.d98f3cb latest | 2026-03-20 | d98f3cb | 2,153 B | A | view · diff |
| git:20260318.e6a0e19 | 2026-03-18 | e6a0e19 | 2,131 B | A | view · diff |
| git:20260317.1d16147 | 2026-03-17 | 1d16147 | 2,122 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2153 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nwave-ai/nwave · 633 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_drvis543zlmz5anm GET https://markdownregistry.com/api/v1/resolve?ref=nwave-ai/nwave/nw-quality-validation GET https://markdownregistry.com/api/v1/blob/59fb8a28ea83eba775e7e5e5b614bec45d2ab746b86ba4d9d92dbf0cb07df9b7
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.