Docs · LLMs and developers
Reviewed2026-07-07Version3.12.1Preference calibration
Routes for feedback and calibration over learned memory preferences.
Preference calibration routes help Achiral improve learned preferences with explicit feedback and targeted calibration.
Routes
| Method | Path | Purpose |
|---|---|---|
POST | /api/memory/preferences/:id/feedback | Attach feedback to a learned preference. |
GET | /api/memory/preferences/low-confidence | Return preferences that need calibration. |
POST | /api/memory/preferences/calibrate | Run preference calibration. |
GET | /api/memory/preferences/feedback-stats | Return preference feedback statistics. |
These are workspace routes protected by session auth and memory permissions.