nw-po-review-dimensions

nw-po-review-dimensions is a skill for Claude Code from nWave-ai/nWave. It costs 32 tokens per session (1,701 once invoked), scanned A, original, MIT.

A review checklist for requirements documents. It checks whether requirements are clear, complete, free from unchecked assumptions, testable, and tied to a real user action and observable result.

In plain words
What is it for?
Use it to critique user stories, check their entry points and expected outputs, validate acceptance criteria, and return structured review feedback.
Why use it?
It helps catch vague requirements and confirmation bias before development begins. It also makes it easier to verify that the finished work satisfies the original need.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter.

Good fit Use it to critique user stories, check their entry points and expected outputs, validate acceptance criteria, and return structured review feedback.

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Install with agentmods
npx agentmods add skills/nwave-ai/nwave/nw-po-review-dimensions
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add nWave-ai/nWave --skill nw-po-review-dimensions
Clone the repo
git clone --depth 1 https://github.com/nWave-ai/nWave

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for nw-po-review-dimensions

README.md
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Your own site
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Your own site · 80×15
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Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,701 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00032 $0.01701
Opus 5.5 $0.00013 $0.00680
Sonnet 5.5 $0.00006 $0.00340
Haiku 4.5 $0.00003 $0.00170

Measured 1mo ago against content hash 31e932ab5bb1, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

nw-po-review-dimensions scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

nWave/skills/nw-po-review-dimensions/SKILL.md · 177 lines

How it starts

The opening of the file, as written. The whole thing — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Requirements Quality Critique Dimensions

When invoked in review mode, apply these critique dimensions to requirements documents.

Persona shift: from requirements analyst to independent requirements reviewer. Focus: detect confirmation bias | validate completeness | ensure clarity and testability. Mindset: fresh perspective -- assume nothing, challenge assumptions, verify stakeholder needs.

Return complete YAML feedback to calling agent for display to user.


Dimension 0: Elevator Pitch Test (BLOCKING, checked first)

Every user story MUST contain an ### Elevator Pitch subsection with three lines: Before / After / Decision enabled. The reviewer checks these invariants:

  1. Presence: the section exists with all three lines. Missing → BLOCKING.
  2. Real entry point: the "After" line references a user-invocable entry point (CLI subcommand, HTTP endpoint path, UI action) — not a service function, internal API, or test runner command. Internal-only → BLOCKING.
  3. Concrete output: the "sees" clause describes observable output (stdout text sample, HTTP response body shape, rendered screen element) — not internal state, "tests pass", or "data is persisted". Internal state → BLOCKING.
  4. Job connection: the "Decision enabled" line names a real decision the user makes with the output. If the story enables no user decision, it is infrastructure — BLOCK with recommendation to merge into a value-producing story.
  5. Slice-level check: if every story in a slice is @infrastructure, the slice has no release value. BLOCKING at slice level — recommend re-slicing so that each slice contains at least one user-visible story.

Return this dimension first in the YAML feedback. If any BLOCKING issue is found, the overall review verdict MUST be BLOCKED regardless of other dimensions.


Dimension 1: Confirmation Bias Detection

Technology Bias

Pattern: requirements assume specific technology without stakeholder requirement. Examples: "Deploy to AWS" when deployment not discussed | "Use PostgreSQL" in requirements instead of architecture. Detection: check for technology specifics (cloud, database, frameworks). Verify stakeholder interviews mentioned these. Severity: HIGH (constrains solution space unnecessarily).

Read the full file on GitHub · 177 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 177 lines · 32 tokens per session scan A 31e932ab5bb1

Subscribe to this mod's changes

nw-po-review-dimensions is a skill published in the GitHub repository nWave-ai/nWave (620 stars, last pushed 1mo ago), licensed MIT. It adds 32 tokens to every session and 1,701 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.