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feature-review

Review and prioritize features using RICE, WSJF, or Kano scoring frameworks, then create GitHub issues for suggestions

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/athola/nm-imbue-feature-review
Or

Night Market Skill — ported from claude-night-market/imbue. For the full experience with agents, hooks, and commands, install the Claude Code plugin.

Table of Contents

  • Philosophy
  • When to Use
  • When NOT to Use
  • Quick Start
  • 1. Inventory Current Features
  • 2. Score and Classify
  • 3. Generate Suggestions

Verification

Run make test-feature-review to verify scoring logic after changes.

  • 4. Upload to GitHub
  • Workflow
  • Phase 1: Feature Discovery (feature-review:inventory-complete)
  • Phase 2: Classification (feature-review:classified)
  • Phase 3: Scoring (feature-review:scored)
  • Phase 4: Tradeoff Analysis (feature-review:tradeoffs-analyzed)
  • Phase 5: Gap Analysis & Suggestions (feature-review:suggestions-generated)
  • Phase 6: GitHub Integration (feature-review:issues-created)
  • Configuration
  • Configuration File
  • Guardrails
  • Required TodoWrite Items
  • Integration Points
  • Output Format
  • Feature Inventory Table
  • Suggestion Report
  • Feature Suggestions
  • High Priority (Score > 2.5)
  • Related Skills
  • Reference

Feature Review

Review implemented features and suggest new ones using evidence-based prioritization. Create GitHub issues for accepted suggestions.

Philosophy

Feature decisions rely on data. Every feature involves tradeoffs that require evaluation. This skill uses hybrid RICE+WSJF scoring with Kano classification to prioritize work and generates actionable GitHub issues for accepted suggestions.

When To Use

  • Roadmap reviews (sprint planning, quarterly reviews).
  • Retrospective evaluations.
  • Planning new development cycles.

When NOT To Use

  • Emergency bug fixes.
  • Simple documentation updates.
  • Active implementation (use scope-guard).

Quick Start

1. Inventory Current Features

Discover and categorize existing features:

/feature-review --inventory

2. Score and Classify

Evaluate features against the prioritization framework:

/feature-review

3. Generate Suggestions

Review gaps and suggest new features:

/feature-review --suggest
Read Full Documentation on GitHub

Metadata

Author@athola
Stars4473
Views0
Updated2026-05-01
View Author Profile
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-athola-nm-imbue-feature-review": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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