How is the priority score calculated for the backlog?

Features are ranked using a weighted formula: (ICP Impact × 2 + Urgency × 1.5) divided by Implementation Effort, ensuring high-value, low-effort tasks are prioritized.

What documentation does the Roadmap Analyzer require?

The skill performs best when it can read reference files such as icp-profile.md, editor-needs.md, and feature-categories.md to understand the target audience and industry standards.

Can I use this for non-video or non-UGC projects?

Yes, while the default patterns are optimized for content platforms, the core logic of comparing code implementations against documentation-defined customer needs applies to any software project.

How does the skill discover existing features?

It performs a hybrid scan of your codebase looking for specific patterns in UI components, API endpoints, and service methods, while also checking project documentation in directories like .agents/SYSTEM/.

Roadmap Analyzer

Name: Roadmap Analyzer
Author: shipshitdev

byshipshitdev

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Productivity & Workflow

Analyzes project features against Ideal Customer Profile (ICP) needs to identify product gaps and prioritize strategic roadmap initiatives.

The Roadmap Analyzer skill bridges the gap between technical implementation and business strategy by evaluating your codebase's current capabilities against your target market's requirements. It performs an automated scan of your repository to inventory features, compares them to defined ICP profiles, and generates a structured roadmap including gap analysis tables, prioritized backlogs based on impact and effort, and high-level strategic themes to guide future development. This skill is ideal for product-minded developers and leads who need to align their technical output with customer-centric business goals.

Key Features

01Automated codebase feature discovery via directory and pattern scanning

02Strategic theme identification for high-level product focus and planning

03Prioritized backlog generation using an Impact/Urgency/Effort scoring framework

0410 GitHub stars

05ICP alignment analysis using reference documentation and customer profiles

06Detailed gap analysis comparing current state versus critical customer needs

Use Cases

01Identifying missing features required to serve a specific target audience like SMBs or UGC creators

02Auditing a codebase to understand current product maturity and competitive positioning

03Planning the next quarter's development priorities based on objective ROI scoring

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shipshitdev/library roadmap-analyzer

For use in Claude.ai and ChatGPT

Download Skill