# Posture Feedback Evaluator

This tool implements the proposal-only feedback boundary in
`canon/standards/posture-feedback_v0.1.md`. It reads tenancy declarations and
emits deterministic JSON. It never writes State Hub, edits a declaration,
changes policy, or executes remediation.

Evaluate the checked-in reference at an explicit time:

```bash
uv run tools/posture-feedback/posture_feedback.py \
  --as-of 2026-08-23T12:00:00Z \
  --horizon-days 14 \
  --fail-on none \
  examples/posture-feedback/expired-e2.yaml
```

Run tests:

```bash
uv run pytest tools/posture-feedback/tests
```