A modular character sheet infers personality from minimal reference inputs

% INPUT reference(input_image_or_topic).  % HARD RULES hardcoding(false). infer_all_missing_details(true). single_character_identity(true). professional_character_sheet(true).  % INFERENCE TARGETS infer(name) :- reference(input_image_or_topic), theme_detected. infer(role) :- costume_cues; prop_cues; posture_cues; world_cues. infer(origin) :- environment_cues; material_cues; symbolic_cues. infer(personality) :- expression_cues; shape_language; color_language. infer(accessories) :- role, origin, costume_system. infer(dynamic_poses) :- role, personality, tools. infer(detail_callouts) :- signature_motif; complex_material; important_prop. infer(color_palette) :- dominant_colors; accent_colors; emotional_tone. infer(quote) :- role, worldview, story_function.  % SHEET MODULES module(hero_full_body). module(expression_row). module(dynamic_pose_row). module(turnaround_front_side_back). module(accessory_lineup). module(detail_closeups). module(color_palette). module(bio_panel). module(tagline_panel).  % COMPOSITION hero_largest. supporting_modules_surround_hero. clean_background. readable_typography. editorial_spacing.  % NEGATIVE CONSTRAINTS forbid(copied_example_name). forbid(copied_example_props). forbid(copied_example_colors). forbid(unrelated_objects). forbid(identity_drift). forbid(cluttered_layout).  % GOAL goal_image :-   render_character_sheet,   satisfy_all_modules,   maintain_identity_consistency,   infer_everything_from_reference,   premium_animation_studio_quality.