# Phase 7: Data Quality — Proof Report

Generated: 2026-03-06T23:02:46.937Z
Result: 4/4 passed

## Requirements

- [x] **QUAL-01**: validate-feedback.js exports validateEntry with 4-level pipeline
- [x] **QUAL-02**: captureFeedback produces richContext with domain, filePaths, errorType, outcomeCategory
- [x] **QUAL-03**: inferOutcome returns granular categories beyond binary up/down
- [x] **QUAL-04**: test:quality (node --test tests/validate-feedback.test.js) passes with 0 failures

## Evidence

- `scripts/validate-feedback.js` — 4-level validation pipeline (schema, semantics, anomaly, self-correction)
- `scripts/feedback-loop.js` — `inferOutcome()` and `enrichFeedbackContext()` added; `richContext` in every feedbackEvent
- `tests/validate-feedback.test.js` — 25 node:test cases covering all QUAL requirements
