Discover Codebase Enhancements

Overview

Spend significant time crawling and analyzing the codebase to surface high-impact improvements. Center findings on the jobs-to-be-done of the codebase, developers, end users, and AI agents working in the repo.

Inputs (ask if missing, max 5)

• Target area or scope (whole repo or specific modules)
• Primary user jobs-to-be-done and business goals
• Known pain points or incidents
• Constraints (time, risk tolerance, release window)
• Evidence sources allowed (tests, metrics, logs)

Jobs-to-Be-Done Lens

• Codebase: reliability, simplicity, maintainability
• Developers: speed, clarity, safe changes
• End users: correctness, performance, usability
• AI agents: discoverability, consistency, explicit patterns