{ "request_id": "learn_mr7l8tag_xv5rnim4", "service": "lotd-learner-runtime", "version": "2026-03-09", "data": { "generated_at": "2026-07-05T09:27:59.753Z", "source": "dailylesson-db-dev", "verifier": "deepface-vgg-face", "control_plane": { "mode": "persisted", "reference_profiles_total": 30 }, "artifacts": { "anchor_pack": "https://assets.lotdpbc.com/kelly/remediation/anchor-pack.json", "manual_review": "https://assets.lotdpbc.com/kelly/remediation/manual-review.json", "reference_profiles": "https://assets.lotdpbc.com/kelly/remediation/reference-profiles.json", "rebuild_queue": "https://assets.lotdpbc.com/kelly/remediation/rebuild-queue.json", "summary": "https://assets.lotdpbc.com/kelly/remediation/summary.json" }, "snapshot": { "looks_total": 30, "match_total": 30, "suspicious_total": 0, "no_match_total": 0, "anchor_pack_total": 30, "manual_review_total": 0, "rebuild_queue_total": 0, "reference_profiles_total": 30 }, "reference_gap": { "detected": false, "note": "The latest DeepFace audit does not show a clear age-band transfer gap." }, "age_groups": [ { "age_group": "adult", "total": 10, "match_total": 10, "suspicious_total": 0, "no_match_total": 0, "match_rate": 1, "match_rate_percent": 100 }, { "age_group": "kid", "total": 10, "match_total": 10, "suspicious_total": 0, "no_match_total": 0, "match_rate": 1, "match_rate_percent": 100 }, { "age_group": "senior", "total": 10, "match_total": 10, "suspicious_total": 0, "no_match_total": 0, "match_rate": 1, "match_rate_percent": 100 } ], "stable_anchors": [ { "look": "adult-scientist", "age_group": "adult", "archetype": "scientist", "status": "MATCH", "priority": "stable", "confidence": 98.15, "min_distance": 0.012261, "closest_reference": "adult:scientist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:20:10", "reference_profile": "best-character-reference+adult-scientist-bridge", "frame_count": 5421, "source_videos": 28, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": true, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-scientist/base_frame.png?v=promoted-20260309T191954Z-02", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=scientist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=scientist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-macgyver", "age_group": "kid", "archetype": "macgyver", "status": "MATCH", "priority": "stable", "confidence": 95.05, "min_distance": 0.032772, "closest_reference": "kid:macgyver:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:21:15", "reference_profile": "best-character-reference+kid-macgyver-bridge", "frame_count": 5075, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-macgyver/base_frame.png?v=promoted-20260309T192100Z-06", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=macgyver", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=macgyver", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-macgyver", "age_group": "adult", "archetype": "macgyver", "status": "MATCH", "priority": "stable", "confidence": 94.11, "min_distance": 0.038999, "closest_reference": "adult:macgyver:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:19:54", "reference_profile": "best-character-reference+adult-macgyver-bridge", "frame_count": 5039, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-macgyver/base_frame.png?v=promoted-20260309T191939Z-01", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=macgyver", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=macgyver", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-rebel", "age_group": "senior", "archetype": "rebel", "status": "MATCH", "priority": "stable", "confidence": 91.15, "min_distance": 0.058556, "closest_reference": "elder:rebel:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:21:46", "reference_profile": "best-character-reference+senior-rebel-bridge", "frame_count": 3996, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-rebel/base_frame.png?v=promoted-20260309T192130Z-08", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=rebel", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=rebel", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-strategist", "age_group": "adult", "archetype": "strategist", "status": "MATCH", "priority": "stable", "confidence": 86.09, "min_distance": 0.092031, "closest_reference": "adult:strategist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:23:25", "reference_profile": "best-character-reference+adult-strategist-bridge", "frame_count": 5576, "source_videos": 29, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-strategist/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=strategist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=strategist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-scientist", "age_group": "kid", "archetype": "scientist", "status": "MATCH", "priority": "stable", "confidence": 83.76, "min_distance": 0.107462, "closest_reference": "kid:scientist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:21:30", "reference_profile": "best-character-reference+kid-scientist-bridge", "frame_count": 5174, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": true, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-scientist/base_frame.png?v=promoted-20260309T192115Z-07", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=scientist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=scientist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-explorer", "age_group": "kid", "archetype": "explorer", "status": "MATCH", "priority": "stable", "confidence": 83.74, "min_distance": 0.107592, "closest_reference": "kid:explorer:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:20:59", "reference_profile": "best-character-reference+kid-explorer-bridge", "frame_count": 5205, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-explorer/base_frame.png?v=promoted-20260309T192043Z-05", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=explorer", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=explorer", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-architect", "age_group": "adult", "archetype": "architect", "status": "MATCH", "priority": "stable", "confidence": 81.92, "min_distance": 0.119631, "closest_reference": "adult:architect:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:21:41", "reference_profile": "best-character-reference+adult-architect-bridge", "frame_count": 4849, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-architect/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=architect", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=architect", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-survivor", "age_group": "senior", "archetype": "survivor", "status": "MATCH", "priority": "stable", "confidence": 79.15, "min_distance": 0.137961, "closest_reference": "adult:survivor:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:28:24", "reference_profile": "best-character-reference+senior-survivor-bridge", "frame_count": 4389, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-survivor/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=survivor", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=survivor", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-survivor", "age_group": "adult", "archetype": "survivor", "status": "MATCH", "priority": "stable", "confidence": 73.5, "min_distance": 0.175349, "closest_reference": "adult:survivor:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:20:27", "reference_profile": "best-character-reference+adult-survivor-bridge", "frame_count": 5526, "source_videos": 29, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-survivor/base_frame.png?v=promoted-20260309T192010Z-03", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=survivor", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=survivor", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-architect", "age_group": "kid", "archetype": "architect", "status": "MATCH", "priority": "stable", "confidence": 72.76, "min_distance": 0.18028, "closest_reference": "teen:architect:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:20:43", "reference_profile": "best-character-reference+kid-architect-bridge", "frame_count": 5056, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-architect/base_frame.png?v=promoted-20260309T192027Z-04", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=architect", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=architect", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-architect", "age_group": "senior", "archetype": "architect", "status": "MATCH", "priority": "stable", "confidence": 72.67, "min_distance": 0.18082, "closest_reference": "adult:architect:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:47:28", "reference_profile": "best-character-reference+senior-architect-bridge", "frame_count": 5018, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-architect/base_frame.png?v=promoted-20260309T194712Z-03", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=architect", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=architect", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-rebel", "age_group": "kid", "archetype": "rebel", "status": "MATCH", "priority": "stable", "confidence": 70.23, "min_distance": 0.196991, "closest_reference": "adult:rebel:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:46:56", "reference_profile": "best-character-reference+kid-rebel-bridge", "frame_count": 4577, "source_videos": 26, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-rebel/base_frame.png?v=promoted-20260309T194639Z-01", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=rebel", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=rebel", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-empath", "age_group": "senior", "archetype": "empath", "status": "MATCH", "priority": "stable", "confidence": 69.34, "min_distance": 0.202909, "closest_reference": "adult:empath:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:47:44", "reference_profile": "best-character-reference+senior-empath-bridge", "frame_count": 5021, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-empath/base_frame.png?v=promoted-20260309T194728Z-04", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=empath", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=empath", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-explorer", "age_group": "senior", "archetype": "explorer", "status": "MATCH", "priority": "stable", "confidence": 67.92, "min_distance": 0.212283, "closest_reference": "elder:explorer:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:48:00", "reference_profile": "best-character-reference+senior-explorer-bridge", "frame_count": 4402, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-explorer/base_frame.png?v=promoted-20260309T194744Z-05", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=explorer", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=explorer", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-provider", "age_group": "senior", "archetype": "provider", "status": "MATCH", "priority": "stable", "confidence": 66.05, "min_distance": 0.224633, "closest_reference": "head and shoulders without chair.png", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:48:32", "reference_profile": "best-character-reference+senior-provider-bridge", "frame_count": 4789, "source_videos": 28, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-provider/base_frame.png?v=promoted-20260309T194816Z-07", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=provider", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=provider", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-strategist", "age_group": "kid", "archetype": "strategist", "status": "MATCH", "priority": "stable", "confidence": 66.04, "min_distance": 0.224712, "closest_reference": "adult:strategist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:47:12", "reference_profile": "best-character-reference+kid-strategist-bridge", "frame_count": 5151, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-strategist/base_frame.png?v=promoted-20260309T194656Z-02", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=strategist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=strategist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-scientist", "age_group": "senior", "archetype": "scientist", "status": "MATCH", "priority": "stable", "confidence": 65.9, "min_distance": 0.225669, "closest_reference": "adult:scientist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:36:35", "reference_profile": "best-character-reference+senior-scientist-bridge", "frame_count": 5071, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": true, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-scientist/base_frame.png?v=promoted-20260309T193618Z-01", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=scientist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=scientist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-diplomat", "age_group": "adult", "archetype": "diplomat", "status": "MATCH", "priority": "stable", "confidence": 64.54, "min_distance": 0.234672, "closest_reference": "adult:diplomat:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:21:55", "reference_profile": "best-character-reference+adult-diplomat-bridge", "frame_count": 5263, "source_videos": 27, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-diplomat/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=diplomat", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=diplomat", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-survivor", "age_group": "kid", "archetype": "survivor", "status": "MATCH", "priority": "stable", "confidence": 55.34, "min_distance": 0.295515, "closest_reference": "teen:survivor:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:26:02", "reference_profile": "best-character-reference+kid-survivor-bridge", "frame_count": 5046, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-survivor/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=survivor", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=survivor", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-provider", "age_group": "kid", "archetype": "provider", "status": "MATCH", "priority": "stable", "confidence": 54.56, "min_distance": 0.3007, "closest_reference": "kid:provider:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:25:07", "reference_profile": "best-character-reference+kid-provider-bridge", "frame_count": 4843, "source_videos": 29, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-provider/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=provider", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=provider", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-diplomat", "age_group": "kid", "archetype": "diplomat", "status": "MATCH", "priority": "stable", "confidence": 54.47, "min_distance": 0.301265, "closest_reference": "kid:diplomat:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:24:10", "reference_profile": "best-character-reference+kid-diplomat-bridge", "frame_count": 5128, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-diplomat/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=diplomat", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=diplomat", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-diplomat", "age_group": "senior", "archetype": "diplomat", "status": "MATCH", "priority": "stable", "confidence": 53.03, "min_distance": 0.310841, "closest_reference": "super_elder:diplomat:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:26:30", "reference_profile": "best-character-reference+senior-diplomat-bridge", "frame_count": 5075, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-diplomat/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=diplomat", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=diplomat", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "kid-empath", "age_group": "kid", "archetype": "empath", "status": "MATCH", "priority": "stable", "confidence": 52.11, "min_distance": 0.316916, "closest_reference": "teen:empath:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:24:24", "reference_profile": "best-character-reference+kid-empath-bridge", "frame_count": 5246, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/kid-empath/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=kid&archetype=empath", "api_url": "https://api.lotdpbc.com/v1/kelly?age=kid&archetype=empath", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-strategist", "age_group": "senior", "archetype": "strategist", "status": "MATCH", "priority": "stable", "confidence": 48.63, "min_distance": 0.339915, "closest_reference": "super_elder:strategist:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:22:02", "reference_profile": "best-character-reference+senior-strategist-bridge", "frame_count": 5059, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-strategist/base_frame.png?v=promoted-20260309T192146Z-09", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=strategist", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=strategist", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-rebel", "age_group": "adult", "archetype": "rebel", "status": "MATCH", "priority": "stable", "confidence": 47.1, "min_distance": 0.350029, "closest_reference": "adult:rebel:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:23:00", "reference_profile": "best-character-reference+adult-rebel-bridge", "frame_count": 5155, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-rebel/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=rebel", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=rebel", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-provider", "age_group": "adult", "archetype": "provider", "status": "MATCH", "priority": "stable", "confidence": 43.21, "min_distance": 0.375774, "closest_reference": "adult:provider:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:22:47", "reference_profile": "best-character-reference+adult-provider-bridge", "frame_count": 5692, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-provider/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=provider", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=provider", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "senior-macgyver", "age_group": "senior", "archetype": "macgyver", "status": "MATCH", "priority": "stable", "confidence": 39.93, "min_distance": 0.397471, "closest_reference": "adult:macgyver:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 19:48:16", "reference_profile": "best-character-reference+senior-macgyver-bridge", "frame_count": 4087, "source_videos": 25, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/senior-macgyver/base_frame.png?v=promoted-20260309T194800Z-06", "runtime_url": "https://learn.lotdpbc.com/kelly?age=senior&archetype=macgyver", "api_url": "https://api.lotdpbc.com/v1/kelly?age=senior&archetype=macgyver", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-explorer", "age_group": "adult", "archetype": "explorer", "status": "MATCH", "priority": "stable", "confidence": 38.6, "min_distance": 0.406276, "closest_reference": "head and shoulders without chair.png", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:22:21", "reference_profile": "best-character-reference+adult-explorer-bridge", "frame_count": 5576, "source_videos": 30, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-explorer/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=explorer", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=explorer", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" }, { "look": "adult-empath", "age_group": "adult", "archetype": "empath", "status": "MATCH", "priority": "stable", "confidence": 38.59, "min_distance": 0.40636, "closest_reference": "adult:empath:core60", "verifier": "deepface-vgg-face", "threshold": 0.4901664, "audited_at": "2026-03-09 18:22:08", "reference_profile": "best-character-reference+adult-empath-bridge", "frame_count": 5584, "source_videos": 29, "has_face_data": true, "has_idle_video": true, "has_animation_hash": true, "photo_status": "confirmed", "is_hero": false, "asset_url": "https://assets.lotdpbc.com/kelly/player_data_v2/looks/adult-empath/base_frame.png", "runtime_url": "https://learn.lotdpbc.com/kelly?age=adult&archetype=empath", "api_url": "https://api.lotdpbc.com/v1/kelly?age=adult&archetype=empath", "action": "Keep this look in the primary anchor pack and use it to judge future Kelly renders.", "reason": "This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.", "control_source": "persisted", "approved_via": "deepface_match", "review_decision": null, "review_note": "Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.", "bridge_profile_key": null, "control_updated_at": "2026-03-09 19:48:39" } ], "manual_review_queue": [], "rebuild_queue": [], "next_actions": [ "Keep the persisted Kelly anchor pack at 30 looks and only widen it when a new render clears the bridge-aware DeepFace gate.", "Use the 0 stored review decisions to decide which near-miss looks can help age transfer without becoming production anchors.", "Rebuild 0 looks that still read as identity drift before using them in new Kelly exports.", "Keep using the current reference set, but quarantine any new render that lands outside MATCH." ] }, "error": null }