coding-app-improvement-review

To review feature evidence, inspect feature contracts, proof outputs, retained attempts, and evaluator feedback to separate real product issues from proof gaps. This analysis yields small, grounded suggestions for harness improvements and feature contract updates without applying changes.

Evidence-based review is a read-only analysis of source state, historical corrections, and proof artifacts after implementation or repair. It identifies high-confidence improvements for the app, its harness, and its supporting conventions without mutating the repository or rewriting history.

No, this improvement review process requires read-only analysis of source state and proof artifacts. It determines what should change next and produces actionable recommendations without applying changes or rewriting history in the repository.

You need to analyze retained attempts and evaluator feedback after a feature passes or fails implementation or repair. This helps determine high-confidence improvements for the app, its harness, and its supporting conventions.

No, this review method applies specifically to repositories with feature contracts, proof runs, retained attempts, and evaluator feedback. It requires these elements to separate real product issues from proof gaps and propose grounded improvements.

The best way to separate real product issues from proof gaps is to inspect feature contracts, proof outputs, retained attempts, and evaluator findings. This evidence-based review produces small, grounded suggestions with clear ownership for improvements.