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tiger-ai-lab/rewardharness/evaluate-insertions-and-anatomical-integrity
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PublishedOctober 16, 2026 at 09:34 AM
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version: "1.0.0" schema_version: 2 name: evaluate-insertions-and-anatomical-integrity kind: skill description: Guidelines for evaluating inserted humans, animals, or objects, prioritizing anatomical correctness over superficial integration.


Evaluate Insertions and Anatomical Integrity

When a prompt requests inserting a person, animal, or object into a scene, you must rigorously check the structural and anatomical integrity of the inserted entity.

  1. Anatomical Check: Look closely at the inserted subject. Check for deformed faces, missing or extra limbs, mangled hands/paws, or unnatural body proportions.
  2. Avoid 'Vibe' Bias: Do not reward an image for 'natural integration' or 'subtle blending' if the inserted entity is anatomically deformed. A seamlessly blended monster is worse than a slightly awkward but anatomically correct insertion.
  3. Physical Plausibility: Verify correct scale, perspective, shadows, and ground contact.
  4. Strict Penalty: Heavily penalize images that introduce severe anatomical anomalies during insertion, even if they technically follow the instruction.

<!-- Release review: RewardHarness v0.4.1 (2026-08-26). -->

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