live: heartbeat sync 2026-10-27T18:58:49-07:00 (Refs #11)

agent/models.yml

@@ -47,6 +47,18 @@ providers:
         # (arch/common/rad_block_vit.h). Video preprocessing configs ship
         # too; images are the contract that matters here.
         input: [text, image]
+        # Catalog image-count rules never match custom providers, so the
+        # unknown-provider floor (5 images/request) would silently cap the
+        # snapcompact archive at ~5 frames per rebuild. Radiance has no
+        # image-count limit and accepted 14 frames in one measured probe
+        # (2026-10-27, recall 8/8); the real clamp stays the archive sizing
+        # law (frames get half the room under the compaction threshold).
+        # NOTE: per-frame token pricing (imageTokenization) is catalog-only
+        # — no user-row key exists — so frames keep being charged the
+        # 5,024-token floor estimate against a measured ~2,400. Archive
+        # capacity is count-bound until upstream prices openai-completions
+        # vision honestly.
+        imageCountBudget: 16
         compat:
           # radiance's --reasoning-format defaults to auto: thinking
           # comes back in `reasoning_content` (config.cpp). No parser