nw-der-review-criteria SKILL.md skillA
nw-der-review-criteria 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-der-review-criteria@git:20260325.6c36d63Pins git:20260325.6c36d63 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-der-review-criteria/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260325.6c36d63, committed Mar 25, 2026
- First version recorded
- Mar 17, 2026
- Size
- 4,606 bytes
- Repository stars
- 633
- License
- MIT
Evaluation criteria and scoring for data engineering artifact reviews.
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
# Data Engineer Review Criteria Evaluation criteria for each review dimension. Load when performing reviews. ## Dimension 1: Research Citation Quality Evaluate whether recommendations trace to specific evidence. **Checks**: Each major recommendation cites a specific research finding | Citations are accurate (finding number matches content) | Vendor-specific claims have multiple independent sources | General best practices distinguished from research-validated guidance **Scoring**: 10: All cited, verified | 7: Most cited, 1-2 missing on non-critical points | 4: Major recommendations lack citations | 0: No citations ## Dimension 2: Security Coverage Evaluate defense-in-depth for data layer. **Checks**: Encryption at rest (TDE) | Encryption in transit (TLS) | Access control model (RBAC/ABAC) | SQL injection prevention (parameterized queries) | OWASP/NIST standards referenced | Credential handling (no hardcoded secrets) **Scoring**: 10: All 6 checks with standard references | 7: 4-5 checks | 4: 2-3 checks, missing encryption or injection prevention | 0: Security not mentioned ## Dimension 3: Trade-off Analysis Evaluate balanced presentation of alternatives. …
Read the whole file at its exact version.
How to install
mdr add nwave-ai/nwave/nw-der-review-criteria@sha256:4fb59e5450f87e7fThe line at the top of this page pins the label git:20260325.6c36d63, 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_2qpig4z4aeeflzqg)
3 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 25, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260325.6c36d63 latest | 2026-03-25 | 6c36d63 | 4,606 B | A | view · diff |
| git:20260318.e6a0e19 | 2026-03-18 | e6a0e19 | 4,584 B | A | view · diff |
| git:20260317.1d16147 | 2026-03-17 | 1d16147 | 4,575 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 (4606 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_2qpig4z4aeeflzqg GET https://markdownregistry.com/api/v1/resolve?ref=nwave-ai/nwave/nw-der-review-criteria GET https://markdownregistry.com/api/v1/blob/4fb59e5450f87e7fe376b1de0784351ecde7bd1380f0c090a566729accad81a3
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.