What problem does it solve?
This workflow helps product teams and contributors identify missing or underspecified features in a codebase, prioritize them by impact and effort, and create developer-ready specifications and GitHub issues to drive implementation.
Core Features & Use Cases
- Gap analysis: Compare README, docs, and repository structure against implemented code to list missing features and placeholder functionality.
- Prioritization: Apply a simple scoring matrix to rank gaps by user impact, strategic alignment, feasibility, resource needs, and risk.
- Specification & Issue Creation: Produce concise MVP-focused specifications, implementation plans, acceptance criteria, and ready-to-post GitHub issue templates.
- Use Case: For an open-source CLI project with spotty documentation, generate the top three prioritized feature specs with sub-issues and estimated effort to bootstrap contributor work.
Quick Start
Ask the assistant to analyze the repository, list five missing features with status and references, prioritize them using the scoring matrix, and generate GitHub-ready issue bodies for the top three.