Prototype validation and proof

Problem

The prototype implementation needed concrete validation that the context enrichment pipeline produced correct, useful output — not just that it ran without errors. Without proof artifacts and repeatable validation steps, there was no evidence that profiling layers generated accurate metadata, that the schema context formatter produced token-efficient output, or that the end-to-end pipeline met the quality bar required to proceed beyond the prototype phase.

Context

Possible Solutions

Plan

Implementation Progress

Review Feedback

• [ ] Review cleared