What prioritization frameworks does this skill support?

It uses a hybrid of RICE (Reach, Impact, Confidence, Effort) and WSJF (Weighted Shortest Job First), combined with Kano classification axes.

Does it create GitHub issues automatically?

The skill generates a suggestion report first; it only creates GitHub issues once you review and confirm the suggestions.

Can it detect features that aren't in my documentation?

Yes, it analyzes entry points, public APIs, configuration surfaces, and Git commit history to discover implemented features automatically.

How does this differ from the imbue:scope-guard skill?

Scope-guard is used for evaluating the scope of a single feature during implementation, whereas Feature Review is for high-level backlog prioritization and roadmap planning.

Imbue Feature Review

Name: Imbue Feature Review
Author: athola

byathola

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123

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Collaboration Tools

Streamlines product roadmapping by inventorying features and applying evidence-based prioritization frameworks like RICE, WSJF, and Kano scoring.

Imbue Feature Review is a strategic workflow tool for Claude Code that bridges the gap between development and product management. It automatically discovers implemented features by analyzing code artifacts, documentation, and Git history to build a comprehensive inventory. By applying a hybrid RICE and WSJF scoring model, the skill evaluates features against value, cost, and confidence metrics to identify high-impact gaps. It analyzes multi-dimensional tradeoffs—including latency and technical debt—and can automatically transform accepted suggestions into prioritized GitHub issues, making it an essential companion for sprint planning and roadmap reviews.

Key Features

01123 GitHub stars

02Automated feature discovery and inventory from codebases and Git history

03Hybrid RICE + WSJF scoring framework for objective task prioritization

04Multi-dimensional tradeoff analysis covering quality, latency, and resource usage

05Kano-based classification to distinguish between proactive and reactive features

06Direct GitHub CLI integration for automated issue creation and labeling

Use Cases

01Performing gap analysis to identify missing core features or technical debt

02Conducting sprint planning or quarterly roadmap reviews with data-driven scoring

03Translating high-level product strategy into actionable, prioritized GitHub issues

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add athola/claude-night-market feature-review

For use in Claude.ai and ChatGPT

Download Skill