Kelly remediation dossier

Kelly identity drift is now a visible work queue.

The DeepFace audit is no longer trapped in scripts. This page shows the live Kelly anchor pack, the manual-review tier, and the rebuild queue we need to clear before Kelly can credibly scale as one continuous digital human.

30canonical looks audited

30anchor-pack matches

0manual-review looks

0rebuild looks

deepface-vgg-face persisted-control-plane age-gap-not-detected anchor-pack-30 reference-profiles-30 hero-demo-blockers-0

Why this exists

The live Kelly rebuild queue: trusted anchors, manual-review looks, and the identity-drift backlog exposed from DeepFace and D1.

PagesWorkersD1R2QueuesDurable ObjectsAccessAnalytics

Inference

What the live audit is telling us

The latest DeepFace audit does not show a clear age-band transfer gap.

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.

Artifacts: summary · anchor pack · manual review · reference profiles · rebuild queue

Age bands

Where Kelly is holding identity today

Adult Kelly is still the strongest anchor. Kid and senior Kelly need explicit bridge work if we want one mind to survive all 30 looks.

adult

100% DeepFace match rate

10 match · 0 suspicious · 0 no-match

kid

100% DeepFace match rate

10 match · 0 suspicious · 0 no-match

senior

100% DeepFace match rate

10 match · 0 suspicious · 0 no-match

Anchor pack

The Kelly looks we can stand on now

These are the looks DeepFace currently accepts as clearly continuous with canonical Kelly.

adult-scientist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-scientist-bridge

Closest reference: adult:scientist:core60

Confidence: 98.15 · Distance: 0.012261

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-macgyver

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-macgyver-bridge

Closest reference: kid:macgyver:core60

Confidence: 95.05 · Distance: 0.032772

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-macgyver

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-macgyver-bridge

Closest reference: adult:macgyver:core60

Confidence: 94.11 · Distance: 0.038999

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-rebel

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-rebel-bridge

Closest reference: elder:rebel:core60

Confidence: 91.15 · Distance: 0.058556

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-strategist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-strategist-bridge

Closest reference: adult:strategist:core60

Confidence: 86.09 · Distance: 0.092031

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-scientist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-scientist-bridge

Closest reference: kid:scientist:core60

Confidence: 83.76 · Distance: 0.107462

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-explorer

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-explorer-bridge

Closest reference: kid:explorer:core60

Confidence: 83.74 · Distance: 0.107592

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-architect

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-architect-bridge

Closest reference: adult:architect:core60

Confidence: 81.92 · Distance: 0.119631

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-survivor

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-survivor-bridge

Closest reference: adult:survivor:core60

Confidence: 79.15 · Distance: 0.137961

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-survivor

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-survivor-bridge

Closest reference: adult:survivor:core60

Confidence: 73.50 · Distance: 0.175349

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-architect

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-architect-bridge

Closest reference: teen:architect:core60

Confidence: 72.76 · Distance: 0.180280

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-architect

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-architect-bridge

Closest reference: adult:architect:core60

Confidence: 72.67 · Distance: 0.180820

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-rebel

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-rebel-bridge

Closest reference: adult:rebel:core60

Confidence: 70.23 · Distance: 0.196991

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-empath

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-empath-bridge

Closest reference: adult:empath:core60

Confidence: 69.34 · Distance: 0.202909

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-explorer

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-explorer-bridge

Closest reference: elder:explorer:core60

Confidence: 67.92 · Distance: 0.212283

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-provider

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-provider-bridge

Closest reference: head and shoulders without chair.png

Confidence: 66.05 · Distance: 0.224633

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-strategist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-strategist-bridge

Closest reference: adult:strategist:core60

Confidence: 66.04 · Distance: 0.224712

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-scientist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-scientist-bridge

Closest reference: adult:scientist:core60

Confidence: 65.90 · Distance: 0.225669

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-diplomat

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-diplomat-bridge

Closest reference: adult:diplomat:core60

Confidence: 64.54 · Distance: 0.234672

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-survivor

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-survivor-bridge

Closest reference: teen:survivor:core60

Confidence: 55.34 · Distance: 0.295515

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-provider

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-provider-bridge

Closest reference: kid:provider:core60

Confidence: 54.56 · Distance: 0.300700

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-diplomat

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-diplomat-bridge

Closest reference: kid:diplomat:core60

Confidence: 54.47 · Distance: 0.301265

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-diplomat

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-diplomat-bridge

Closest reference: super_elder:diplomat:core60

Confidence: 53.03 · Distance: 0.310841

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

kid-empath

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+kid-empath-bridge

Closest reference: teen:empath:core60

Confidence: 52.11 · Distance: 0.316916

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-strategist

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-strategist-bridge

Closest reference: super_elder:strategist:core60

Confidence: 48.63 · Distance: 0.339915

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-rebel

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-rebel-bridge

Closest reference: adult:rebel:core60

Confidence: 47.10 · Distance: 0.350029

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-provider

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-provider-bridge

Closest reference: adult:provider:core60

Confidence: 43.21 · Distance: 0.375774

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

senior-macgyver

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+senior-macgyver-bridge

Closest reference: adult:macgyver:core60

Confidence: 39.93 · Distance: 0.397471

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-explorer

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-explorer-bridge

Closest reference: head and shoulders without chair.png

Confidence: 38.60 · Distance: 0.406276

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

adult-empath

MATCH · stable

This look is in the persisted Kelly anchor pack because the latest DeepFace audit cleared it as MATCH.

Reference profile: best-character-reference+adult-empath-bridge

Closest reference: adult:empath:core60

Confidence: 38.59 · Distance: 0.406360

Automatically promoted because the latest bridge-aware DeepFace audit cleared MATCH.

Keep this look in the primary anchor pack and use it to judge future Kelly renders.

Open runtime look · Open API

Manual review

The near-miss tier

These looks are close enough to review manually instead of rebuilding from scratch.

No manual review queue

The current snapshot has no near-miss looks waiting on a human decision.

Rebuild queue

The looks still drifting from Kelly

This is the worklist to clear before Kelly can claim cross-age identity continuity.

No rebuild queue

Every live Kelly look currently clears the identity gate.