nw-ad-critique-dimensions SKILL.md skillA

nw-ad-critique-dimensions from nwave-ai/nwave is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nwave-ai/nwave/nw-ad-critique-dimensions@git:20260401.4920cea

Pins git:20260401.4920cea 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-ad-critique-dimensions/SKILL.md
Versions recorded
5
Latest version
git:20260401.4920cea, committed Apr 1, 2026
First version recorded
Mar 17, 2026
Size
9,805 bytes
Repository stars
633
License
MIT

Review dimensions for acceptance test quality - happy path bias, GWT compliance, business language purity, coverage completeness, walking skeleton user-centricity, priority validation, observable behavior assertions, traceability coverage, and walking skeleton boundary proof.

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

# Acceptance Test Critique Dimensions

Load when performing peer review of acceptance tests (during *handoff-develop).

## Dimension 1: Happy Path Bias

**Pattern**: Only successful scenarios, error paths missing.

Detection: Count success vs error scenarios. Error should be at least 40%. Missing coverage examples: login success but no invalid password | Payment processed but no decline/timeout | Search results but no empty/error cases.

Severity: blocker (production error handling untested).

## Dimension 2: GWT Format Compliance

**Pattern**: Scenarios violate Given-When-Then structure.

Violations: Missing Given context | Multiple When actions (split into separate scenarios) | Then with technical assertions instead of business outcomes. Each scenario: Given (context), When (single action), Then (observable outcome).

Severity: high (tests not behavior-driven).

## Dimension 3: Business Language Purity

**Pattern**: Technical terms leak into acceptance tests.

Flag: database, API, HTTP, REST, JSON, classes, methods, services, controllers, status codes (500, 404), infrastructure (Redis, Kafka, Lambda).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nwave-ai/nwave/nw-ad-critique-dimensions@sha256:03c12c8539b0247c

The line at the top of this page pins the label git:20260401.4920cea, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_domn5je4foshg7fm.svg)](https://markdownregistry.com/a/art_domn5je4foshg7fm)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Mar 17, 2026 and Apr 1, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20260401.4920cea latest2026-04-01 4920cea 9,805 BA view · diff
git:20260325.6c36d632026-03-25 6c36d63 8,077 BA view · diff
git:20260320.d98f3cb2026-03-20 d98f3cb 4,175 BA view · diff
git:20260318.e6a0e192026-03-18 e6a0e19 4,153 BA view · diff
git:20260317.1d161472026-03-17 1d16147 4,144 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9805 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

GitHub

nwave-ai/nwave · 633 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_domn5je4foshg7fm
GET https://markdownregistry.com/api/v1/resolve?ref=nwave-ai/nwave/nw-ad-critique-dimensions
GET https://markdownregistry.com/api/v1/blob/03c12c8539b0247c10f20457e0db048ea7683d15bbb563c590b196b76d6cc946

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.

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