NW-REVIEW: Expert Critique and Quality Assurance

SkillAI & models

Dispatches an expert reviewer agent to critique workflow artifacts. Use when a roadmap, implementation, or step needs quality review before proceeding.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the NW-REVIEW: Expert Critique and Quality Assurance skill

What this skill tells your AI

The instructions your AI receives, as published by nwave-ai/nwave in nWave/skills/nw-review/SKILL.md and read by ahel’s review.

Wave: CROSS_WAVE Agent: Dynamic (nw-*-reviewer)

Overview

Dispatches expert reviewer agent to critique workflow artifacts. Takes base agent name, appends -reviewer, invokes with artifact. Reviewer agent owns all review methodology|criteria|output format.

Review Philosophy: Radical Candor

Every review MUST embody Radical Candor — kind AND clear, specific AND sincere:

  • Care personally: Acknowledge what works. Understand author's intent before critiquing. Include at least one genuine praise: per review.
  • Challenge directly: Be specific about what is wrong and WHY. Ground feedback in evidence|consequences, not preference. Never soften security/data-loss issues.
  • Avoid ruinous empathy: Never "LGTM" when real issues exist. Hedging ("maybe consider possibly...") on blocking concerns is a review failure.
  • Avoid obnoxious aggression: Never "this is terrible" without constructive alternative. Focus on work, not author. Explain "why" behind every critique.

Feedback Format: Conventional Comments

All findings MUST use Conventional Comments labels:

LabelPurposeBlocking?
praise:Highlight something done well (genuine, not filler)No
issue (blocking):Must be resolved before proceedingYes
issue (blocking, security):Security vulnerability — maximum directnessYes
suggestion:Propose improvement with reasoningMark (blocking) or (non-blocking)
nitpick (non-blocking):Trivial, preference-basedNo
question (non-blocking):Seek clarification before assumingNo
thought (non-blocking):Idea sparked by the reviewNo

Findings MUST be priority-ordered: blocking issues first, then suggestions, then nitpicks/praise.

Approval Criteria

VerdictCriteria
APPROVEDNo blocking issues. Non-blocking feedback is advisory.
NEEDS_REVISIONBlocking issues exist. Author must address. Each blocking issue enumerated.
REJECTEDFundamental design problems requiring significant rework. Rare — explain thoroughly, offer alternatives.

Syntax

/nw-review @{agent-name} {artifact-type} "{artifact-path}" [step_id={id}] [--dimensions=rpp] [--from=1] [--to=3]

Parameters:

  • @{agent-name} - Base agent (e.g., @nw-software-crafter). -reviewer suffix appended automatically.
  • {artifact-type} - One of: baseline, roadmap, step, task, implementation
  • {artifact-path} - Path to artifact file (resolved to absolute)
  • step_id={id} - Required for step and implementation reviews
  • --dimensions=rpp - Triggers RPP code smell scan alongside standard review (Dimension 4)
  • --from=N / --to=N - RPP level range (default: 1-6). Requires --dimensions=rpp

Rigor Profile Integration

Before dispatching the reviewer agent, read rigor config from .nwave/des-config.json (key: rigor). If absent, use standard defaults.

  • review_enabled: If false, skip the review entirely. Output: "Review skipped per rigor profile (review_enabled=false)."
  • reviewer_model: Pass as model parameter to Task tool. If "skip", skip the review. Overrides the default Haiku model.
  • double_review: If true and called from deliver Phase 4, the caller is responsible for invoking review twice.

Agent Derivation

User providesReviewer invoked
@nw-software-crafternw-software-crafter-reviewer
@nw-solution-architectnw-solution-architect-reviewer
@nw-platform-architectnw-platform-architect-reviewer

Default model: Haiku (overridden by rigor.reviewer_model when set).

Agent Invocation

  1. Parse parameters — Strip @ from agent name, resolve artifact path to absolute, extract optional step_id, dimensions, from/to range. Gate: all parameters parsed.
  2. Read rigor config — Read .nwave/des-config.json key rigor. If absent, use standard defaults. Gate: rigor profile loaded or defaults applied.
  3. Validate inputs — Run all four validation checks below. Gate: zero validation failures.
  4. Apply rigor overrides — Check review_enabled (skip if false), determine model from reviewer_model (default: haiku, skip if "skip"). Gate: execution decision made.
  5. Invoke reviewer — Call Task tool with subagent_type="{agent-name}-reviewer", resolved model, and prompt "Review {artifact-type}: {absolute-artifact-path} [step_id={id}]". Reviewer handles reading artifact, applying domain expertise, generating structured critique, updating original artifact with review metadata. Gate: Task tool invoked.

Validation (before invoking)

  1. Agent exists — Strip @, check agent name against agent registry. Gate: agent found or return "Unknown agent: {name}. Check available agents with /nw-agents."
  2. Artifact type valid — Confirm type is one of: baseline, roadmap, step, task, implementation. Gate: type valid or return "Invalid artifact type: {type}. Use: baseline, roadmap, step, task, implementation."
  3. Artifact file exists — Resolve to absolute path and confirm file exists. Gate: file found or return "Artifact not found: {path}."
  4. step_id present when required — Require step_id when artifact type is step or implementation. Gate: step_id provided or return "step_id required for {type} reviews."

Success Criteria

  • Reviewer agent invoked (not self-performed)
  • Original artifact file updated with review metadata
  • Review includes severity levels and approval status (APPROVED, NEEDS_REVISION, REJECTED)

Examples

Example 1: Step review

/nw-review @nw-software-crafter step "docs/feature/auth-upgrade/execution-log.json" step_id=02-01

Invokes nw-software-crafter-reviewer with step review of execution log, step 02-01.

Example 2: Roadmap review

/nw-review @nw-solution-architect roadmap "docs/feature/auth-upgrade/roadmap.json"

Invokes nw-solution-architect-reviewer with roadmap review.

Example 3: Implementation review

/nw-review @nw-platform-architect implementation "docs/feature/auth-upgrade/execution-log.json" step_id=01-01

Invokes nw-platform-architect-reviewer with implementation review of step 01-01.

Example 4: RPP code quality review

/nw-review @nw-software-crafter implementation "src/des/" --dimensions=rpp --from=1 --to=3

Invokes nw-software-crafter-reviewer with implementation review + RPP L1-L3 code smell detection using cascade rule.

Error Messages

  • Invalid agent: "Unknown agent: {name}. Check available agents with /nw-agents."
  • Invalid type: "Invalid artifact type: {type}. Use: baseline, roadmap, step, task, implementation."
  • Missing file: "Artifact not found: {path}."
  • Missing step_id: "step_id required for {type} reviews."

Next Wave

Handoff To: Depends on review outcome (rework or proceed) Deliverables: Updated artifact file with embedded review metadata

Expected Outputs

Updated artifact file (roadmap.json, execution-log.json, etc.) with reviews section

Signals

GitHub stars
610
Forks
64
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
nw-review
Source
github.com/nwave-ai/nwave