{ "generation_id": "2026-06-28_20260628T163115Z_latest_001", "model": "text:gpt-4.1-mini;image:gpt-image-1", "seed_theme": "sinister underground vibe with high energy", "title": "Melting Skull Matrix", "slogan": "Decay in Candy-Colored Chaos", "prompt": "Create a square t-shirt graphic design with the following concept:\n\nTitle: Melting Skull Matrix\nVisual style: vintage comic with halftone shading and acid pop candycore palette\nMood: sinister underground vibe with high energy\nCore concept prompt: central large vintage comic style skull with intense melting effect, rendered in halftone dots, using bright candycore and acid pop colors, arranged in a structured grid layout with sharp contrasting shadows, UV reactive highlights enhancing the dripping melting parts, composition balanced with clear silhouette and no text or branding\nTypography density rule: CRITICAL: This design must contain absolutely zero text, letters, numbers, words, labels, fake brand marks, typography-like glyph clusters, title text, or slogan text. It is a purely visual illustration.\n\nHard constraints:\n- Keep composition centered and shirt-print friendly.\n- Use high-contrast, clear forms suitable for print.\n- Keep the final artwork icon-led or illustration-led, not poster-led or typography-led.\n- Follow the typography density rule exactly. If text is not explicitly allowed, include no letters, words, numbers, labels, title text, slogan text, fake brand marks, or typography-like glyph clusters.\n- If text is explicitly allowed, it must be sparse, intentional, and easily readable.\n- Exclude all forbidden elements: text, brand logos, photorealistic elements, celebrity likenesses\n- Do not include real brand names/logos, celebrity likenesses, copyrighted characters, political campaign slogans, hateful content, or explicit content.\n\nOutput a clean standalone design graphic, no mockup, no watermark, no background scene.", "genome": { "motifs": [ "skull" ], "style": [ "vintage_comic" ], "effects": [ "halftone", "UV_reactive", "melting_effect" ], "palette": [ "candycore", "acid_pop" ], "mood": [ "underground", "sinister" ], "composition": [ "grid_layout" ], "typography": [ "warped_text", "minimal_sans", "glitch_text" ], "typography_density": "pure_graphic", "energy": "high", "complexity": "medium" }, "genome_version": "v1", "collection": "latest", "text_policy": "no_text", "text_policy_source": "default", "wearability_intent": "graphic-led wearable shirt design with controlled text", "evolution": { "generation_mode_id": "latest-canvas-weighted-heritage-v1", "generation_mode_name": "Latest Canvas + Weighted Heritage Traits", "generation_mode_version": "v1", "generation_mode_steps": [ "collect_latest_canvas", "collect_feedback", "score_weighted_candidates", "select_trait_parents", "build_child_genome", "apply_mutation", "analyze_canvas_improvement", "build_prompt_context", "select_concept", "enforce_typography_policy", "generate_image", "persist_publish" ], "pipeline_trace": [ { "stage_id": "collect_latest_canvas", "label": "Collect latest canvas", "status": "completed", "input_summary": "Newest non-archived generated design.", "output_summary": "Canvas parent 2026-06-27_20260627T163113Z_latest_001 from design_url.", "details": { "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001" } }, { "stage_id": "collect_feedback", "label": "Collect feedback", "status": "completed", "input_summary": "weighted feedback history.", "output_summary": "31 weighted signals available.", "details": { "feedback_rating": "up" } }, { "stage_id": "score_weighted_candidates", "label": "Score weighted candidates", "status": "completed", "input_summary": "Last 25 relevant rated designs.", "output_summary": "25 candidates scored.", "details": { "candidate_scores": [ { "generation_id": "2026-06-27_20260627T163113Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-24_20260624T163120Z_latest_001", "heritage_score": -13.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-23_20260623T163127Z_latest_001", "heritage_score": -2.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-20_20260620T163125Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T160144Z_latest_001", "heritage_score": -44.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T120142Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T080129Z_latest_001", "heritage_score": -22.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-15_20260615T200141Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-12_20260612T160125Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-07_20260607T160116Z_latest_001", "heritage_score": -20.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T200115Z_latest_001", "heritage_score": -12.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T120117Z_latest_001", "heritage_score": -4.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T120122Z_latest_001", "heritage_score": -28.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T080122Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-04_20260604T091701Z_latest_001", "heritage_score": -37.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-03_20260603T210150Z_latest_001", "heritage_score": -51.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T204612Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T090605Z_latest_001", "heritage_score": -50.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T204140Z_latest_001", "heritage_score": -7.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T163846Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T155914Z_latest_001", "heritage_score": -25.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T090535Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T065702Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null } ] } }, { "stage_id": "select_trait_parents", "label": "Select trait parents", "status": "completed", "input_summary": "Strategy weighted-heritage-lottery-50-50.", "output_summary": "Trait parents: 2026-05-30_20260530T202118Z_latest_001, 2026-06-21_20260621T163123Z_latest_001", "details": { "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] } }, { "stage_id": "build_child_genome", "label": "Build child genome", "status": "completed", "input_summary": "50/50 locked genome crossover.", "output_summary": "Locked child genome created." }, { "stage_id": "apply_mutation", "label": "Apply mutation", "status": "completed", "input_summary": "Mutation chance roll 53.", "output_summary": "mood: hypnotic -> sinister" }, { "stage_id": "build_prompt_context", "label": "Build prompt context", "status": "completed", "input_summary": "Locked genome, canvas reference, and intentional inheritance metadata.", "output_summary": "Prompt variation mode latest_canvas_weighted_trait." }, { "stage_id": "analyze_canvas_improvement", "label": "Analyze canvas improvement", "status": "completed", "input_summary": "Latest canvas reference image and trait parent summary.", "output_summary": "Visual improvement guidance created.", "model": "gpt-4.1-mini", "details": { "prompt_version": "latest-canvas-improvement-analysis-v1", "reference_image_source": "design_url" } }, { "stage_id": "select_concept", "label": "Select concept", "status": "completed", "input_summary": "System prompt, concept prompt, and locked genome when available.", "output_summary": "Selected concept 'Melting Skull Matrix'.", "model": "gpt-4.1-mini", "details": { "prompt_selection_mode": "single_call_candidates" } }, { "stage_id": "enforce_typography_policy", "label": "Enforce typography policy", "status": "completed", "input_summary": "Policy no_text from default.", "output_summary": "Typography density pure_graphic.", "details": { "records": [ { "source_path": "evolution.child_genome.typography_density", "text_policy": "no_text", "text_policy_source": "default", "original_typography_density": "minimal_branding", "final_typography_density": "pure_graphic", "reason": "Default 80/20 typography policy forced locked generation genome to pure_graphic.", "action": "forced_pure_graphic", "policy_seed": "20260628T163115Z:latest:001:001:typography", "roll": 36, "pure_graphic_percent": 80, "text_allowance_percent": 20, "text_allowed": false } ] } }, { "stage_id": "generate_image", "label": "Generate image", "status": "completed", "input_summary": "Prompt plus reference image canvas.", "output_summary": "Generated image with latest_canvas_weighted_trait.", "model": "gpt-image-2", "details": { "reference_generation_id": "2026-06-27_20260627T163113Z_latest_001", "reference_image_source": "design_url" } }, { "stage_id": "persist_publish", "label": "Persist and publish", "status": "completed", "input_summary": "Generated concept, prompt, image outputs, metadata, and commerce settings.", "output_summary": "Metadata prepared for local output, Supabase persistence, and configured commerce publish steps." } ], "parent_generation_id": "2026-05-30_20260530T202118Z_latest_001", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "parent_source": "feedback_events.weighted_heritage", "parent_selection_strategy": "weighted-heritage-lottery-50-50", "parent_selection_pool_size": 2, "parent_selection_seed": "20260628T163115Z-latest-successor-crossover-001", "historical_window": 2, "feedback_rating": "up", "feedback_label": "weighted", "preserved_traits": [ "typography_density.minimal_branding", "energy.high", "style.vintage_comic", "effects.halftone", "mood.underground", "complexity.medium", "typography.warped_text", "palette.candycore", "palette.acid_pop", "effects.uv_reactive", "motifs.skull", "typography.minimal_sans", "typography.glitch_text", "effects.melting_effect" ], "inherited_trait_sources": [ { "trait": "typography_density.minimal_branding", "category": "typography_density", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "energy.high", "category": "energy", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "style.vintage_comic", "category": "style", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.halftone", "category": "effects", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "mood.underground", "category": "mood", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "complexity.medium", "category": "complexity", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.warped_text", "category": "typography", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.candycore", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.acid_pop", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.uv_reactive", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "motifs.skull", "category": "motifs", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.minimal_sans", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.glitch_text", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "effects.melting_effect", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] } ], "mutation_instruction": "Combine the inherited traits into one coherent standard t-shirt design; do not mutate away the core inherited identity unless required for safety.", "novelty_instruction": "Add only enough connective creative tissue to make the two-parent crossover feel intentional and printable.", "taste_profile": { "typography_density.minimal_branding": 1.0, "energy.high": 1.0, "style.vintage_comic": 1.0, "effects.halftone": 1.0, "mood.underground": 1.0, "complexity.medium": 1.0, "typography.warped_text": 1.0, "palette.candycore": 1.0, "palette.acid_pop": 1.0, "effects.uv_reactive": 1.0, "motifs.skull": 1.0, "typography.minimal_sans": 1.0, "typography.glitch_text": 1.0, "effects.melting_effect": 1.0 }, "recent_motifs": [ "skull", "totem_mask", "rose_vines" ], "child_genome": { "motifs": [ "skull" ], "style": [ "vintage_comic" ], "effects": [ "halftone", "UV_reactive", "melting_effect" ], "palette": [ "candycore", "acid_pop" ], "mood": [ "underground", "sinister" ], "composition": [ "grid_layout" ], "typography": [ "warped_text", "minimal_sans", "glitch_text" ], "typography_density": "pure_graphic", "energy": "high", "complexity": "medium" }, "mutation_applied": true, "mutation_roll": 53, "mutation_source": "data/genome-trait-pool.json", "mutation_category": "mood", "mutation_replaced_trait": "hypnotic", "mutation_inserted_trait": "sinister", "mutation_records": [], "genome_floor_fills": [ { "category": "composition", "inserted_trait": "grid_layout", "source": "parents" } ], "parent_heritage_scores": [ { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 } ], "parent_candidate_scores": [ { "generation_id": "2026-06-27_20260627T163113Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-24_20260624T163120Z_latest_001", "heritage_score": -13.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-23_20260623T163127Z_latest_001", "heritage_score": -2.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-20_20260620T163125Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T160144Z_latest_001", "heritage_score": -44.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T120142Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T080129Z_latest_001", "heritage_score": -22.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-15_20260615T200141Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-12_20260612T160125Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-07_20260607T160116Z_latest_001", "heritage_score": -20.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T200115Z_latest_001", "heritage_score": -12.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T120117Z_latest_001", "heritage_score": -4.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T120122Z_latest_001", "heritage_score": -28.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T080122Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-04_20260604T091701Z_latest_001", "heritage_score": -37.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-03_20260603T210150Z_latest_001", "heritage_score": -51.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T204612Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T090605Z_latest_001", "heritage_score": -50.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T204140Z_latest_001", "heritage_score": -7.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T163846Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T155914Z_latest_001", "heritage_score": -25.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T090535Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T065702Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null } ], "child_creation_score": -48.0, "prompt_variation_mode": "latest_canvas_weighted_trait", "founder_prompt": null, "founder_title": null, "founder_slogan": null, "reference_canvas_role": "latest_generated_canvas_parent", "reference_variation_strength": "preserve broad composition from the latest generated design while introducing weighted heritage traits", "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001", "trait_parent_generation_id": "2026-05-30_20260530T202118Z_latest_001", "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "vlm_analysis": { "status": "succeeded", "model": "gpt-4.1-mini", "prompt_version": "latest-canvas-improvement-analysis-v1", "canvas_strengths": [ "Strong, bold grid layout enhances readability from a distance", "Distinctive pixel-art style with vintage comic influence gives a unique retro vibe", "Clear, vivid color palette using primary colors red, blue, and yellow creates strong visual impact", "Each element (robot heads and totem pole) is highly detailed with strong silhouette", "Contrast between dark outlines and bright colors improves print-friendliness and wearer appeal" ], "canvas_weaknesses": [ "Complexity and detail create slight visual noise that might reduce clarity at smaller sizes", "Color palette is vivid but not aligned with candycore or acid pop palettes from weighted traits", "No skull motif present which is central to weighted trait parent", "Lacks halftone or UV reactive effects that could enhance vintage comic and underground mood" ], "recommended_trait_applications": [ "Introduce subtle halftone shading to background areas to reinforce vintage comic style and lessen flatness", "Incorporate minimal UV-reactive highlights on selected parts of the designs (e.g., eyes or outlines) to increase energy and uniqueness under lighting", "Adjust some colors subtly towards acid pop spectrum (more neon or bright) especially in smaller detailing to make palette pop more", "Simplify some small intricate details in corners to reduce visual noise and improve readability" ], "traits_to_avoid": [ "Adding typography or any text elements as original design is purely graphic and weighted traits discourage text", "Adding skull motifs forcibly which would clash with current distinct motifs and ruin cohesive aesthetic", "Excessive melting effects or complex compositional changes that disrupt strong grid structure" ], "composition_instruction": "Maintain the strong modular grid layout with central vertical totem and surrounding robot heads. Apply halftone effects uniformly in background blocks and subtle UV reactive highlights on select graphic elements to enhance vintage comic and underground style without losing clarity. Shift some highlight colors lightly towards acid pop neon tones while keeping base colors dominant for print and wearable appeal.", "sellability_rationale": "The design’s clear and strong silhouette, combined with retro pixel-art and vivid colors, makes it highly wearable and visually striking. Adding vintage comic effects like halftone and UV reactive highlights enhances uniqueness and market appeal in streetwear. Simplifying minor details optimizes print quality and readability from a distance, increasing its commercial attractiveness without compromising the artistic integrity.", "reference_image_source": "design_url" }, "weighted_selection_metadata": { "selection_strategy": "weighted-heritage-lottery-50-50", "selection_seed": "20260628T163115Z-latest-weighted-parent-lottery-001", "crossover_seed": "20260628T163115Z-latest-successor-crossover-001", "candidate_pool_size": 25, "weighted_signal_count": 31, "feedback_rating": "up", "feedback_label": "weighted", "parent_source": "feedback_events.weighted_heritage", "candidate_scores": [ { "generation_id": "2026-06-27_20260627T163113Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-24_20260624T163120Z_latest_001", "heritage_score": -13.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-23_20260623T163127Z_latest_001", "heritage_score": -2.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-20_20260620T163125Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T160144Z_latest_001", "heritage_score": -44.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T120142Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T080129Z_latest_001", "heritage_score": -22.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-15_20260615T200141Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-12_20260612T160125Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-07_20260607T160116Z_latest_001", "heritage_score": -20.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T200115Z_latest_001", "heritage_score": -12.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T120117Z_latest_001", "heritage_score": -4.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T120122Z_latest_001", "heritage_score": -28.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T080122Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-04_20260604T091701Z_latest_001", "heritage_score": -37.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-03_20260603T210150Z_latest_001", "heritage_score": -51.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T204612Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T090605Z_latest_001", "heritage_score": -50.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T204140Z_latest_001", "heritage_score": -7.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T163846Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T155914Z_latest_001", "heritage_score": -25.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T090535Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T065702Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null } ], "selected_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001", "trait_parent_generation_id": "2026-05-30_20260530T202118Z_latest_001", "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "canvas_parent_image_source": "design_url", "canvas_parent_design_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "canvas_parent_design_storage_key": "generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "mutation_applied": true, "mutation_roll": 53, "mutation_category": "mood", "mutation_replaced_trait": "hypnotic", "mutation_inserted_trait": "sinister", "inherited_trait_sources": [ { "trait": "typography_density.minimal_branding", "category": "typography_density", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "energy.high", "category": "energy", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "style.vintage_comic", "category": "style", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.halftone", "category": "effects", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "mood.underground", "category": "mood", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "complexity.medium", "category": "complexity", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.warped_text", "category": "typography", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.candycore", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.acid_pop", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.uv_reactive", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "motifs.skull", "category": "motifs", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.minimal_sans", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.glitch_text", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "effects.melting_effect", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] } ], "child_creation_score": -48.0, "parent_heritage_scores": [ { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 } ] }, "typography_policy_records": [ { "source_path": "evolution.child_genome.typography_density", "text_policy": "no_text", "text_policy_source": "default", "original_typography_density": "minimal_branding", "final_typography_density": "pure_graphic", "reason": "Default 80/20 typography policy forced locked generation genome to pure_graphic.", "action": "forced_pure_graphic", "policy_seed": "20260628T163115Z:latest:001:001:typography", "roll": 36, "pure_graphic_percent": 80, "text_allowance_percent": 20, "text_allowed": false } ], "image_generation_mode": "latest_canvas_weighted_trait", "reference_generation_id": "2026-06-27_20260627T163113Z_latest_001", "reference_design_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "reference_design_storage_key": "generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "reference_image_source": "design_url", "reference_image_error": null }, "timestamp": "2026-06-28T16:33:29Z", "mockup_source": "generated_pillow_blank_tshirt", "mockup_output": "shirt_001.png", "design_output": "design_001.png", "mockup_print_area": { "left": 364, "top": 532, "right": 660, "bottom": 828 }, "prompt_selection_mode": "single_call_candidates", "prompt_candidate_count": 3, "prompt_candidates": [ { "index": 0, "score": 92.0, "rationale": "Strong clear primary motif (skull), direct use of the melting and halftone effects with candycore/acid pop colors ensure fidelity. The grid layout adds clear structure and balance, and the UV reactive effect is a distinct visual hook. No text keeps it print friendly and wearable. The concept feels fresh yet true to the locked genome traits.", "concept": { "title": "Melting Skull Matrix", "slogan": "Decay in Candy-Colored Chaos", "visual_style": "vintage comic with halftone shading and acid pop candycore palette", "mood": "sinister underground vibe with high energy", "forbidden_elements": [ "text", "brand logos", "photorealistic elements", "celebrity likenesses" ], "image_prompt": "central large vintage comic style skull with intense melting effect, rendered in halftone dots, using bright candycore and acid pop colors, arranged in a structured grid layout with sharp contrasting shadows, UV reactive highlights enhancing the dripping melting parts, composition balanced with clear silhouette and no text or branding", "product_description": "An eye-catching t-shirt featuring a vintage comic inspired skull dripping with a colorful melting effect. Printed with UV reactive inks that bring out electrifying candycore and acid pop tones under black light, arranged in a bold grid layout for a sinister underground aesthetic that pops with high energy.", "genome": { "motifs": [ "skull" ], "style": [ "vintage_comic" ], "effects": [ "halftone", "UV_reactive", "melting_effect" ], "palette": [ "candycore", "acid_pop" ], "mood": [ "underground", "sinister" ], "composition": [ "grid_layout" ], "typography": [ "warped_text", "minimal_sans", "glitch_text" ], "typography_density": "pure_graphic", "energy": "high", "complexity": "medium" } } }, { "index": 1, "score": 88.0, "rationale": "Clear badge layout with glitch distortions keeps a strong silhouette and references typography abstractly without text. Fits locked genome traits well with halftone and melting effects plus palette. Less composition complexity than candidate 0 but slightly less visually unique. Safe for wearability and printing.", "concept": { "title": "Glitch Skull Badge", "slogan": "Fractured Visions of the Underground", "visual_style": "vintage comic with glitch-inspired minimal sans typography shapes, halftone and melting effects", "mood": "sinister and high energy underground", "forbidden_elements": [ "text", "real logos", "real people", "photorealism" ], "image_prompt": "a centered skull emblem stylized with warped, glitch-like distortions, designed in vintage comic style with halftone shading and a melting effect, rendered using a candycore and acid pop palette, arranged as a clear badge composition with UV reactive highlights and no visible typography or text", "product_description": "This t-shirt sports a glitch-distorted skull badge in vibrant candycore and acid pop colors, enhanced by halftone texture and a melting effect. UV reactive inks add drama in under black light, delivering a visually compelling underground statement piece with a bold graphic approach.", "genome": { "motifs": [ "skull" ], "style": [ "vintage_comic" ], "effects": [ "halftone", "UV_reactive", "melting_effect" ], "palette": [ "candycore", "acid_pop" ], "mood": [ "underground", "sinister" ], "composition": [ "grid_layout" ], "typography": [ "warped_text", "minimal_sans", "glitch_text" ], "typography_density": "pure_graphic", "energy": "high", "complexity": "medium" } } }, { "index": 2, "score": 85.0, "rationale": "Good use of grid layout and multiple skull motifs with melting and glitch effects, reinforcing the genome traits. However, a crowded grid of multiple skulls risks higher complexity and less distinct silhouette compared to a single dominant skull, making print and visual impact slightly weaker. Still meets all criteria well.", "concept": { "title": "Sinister Candycore Grid", "slogan": "Fragmented Melts of the Underworld", "visual_style": "vintage comic style with halftone and melting effects, candycore and acid pop colors", "mood": "underground, sinister, energetic", "forbidden_elements": [ "text", "brand marks", "photographic elements" ], "image_prompt": "a grid layout of multiple small skull icons in vintage comic style, each showing variations of melting effect and glitch distortions, rendered with halftone textures and bright candycore and acid pop palette, UV reactive colors accentuating details, arranged harmoniously without text or logos", "product_description": "A dynamic t-shirt depicting a grid of mini melting skull icons bursting with candycore and acid pop hues. Featuring halftone pattern textures and glitch effects in vintage comic style, enhanced with UV reactive inks for an underground sinister energy that energizes your look.", "genome": { "motifs": [ "skull" ], "style": [ "vintage_comic" ], "effects": [ "halftone", "UV_reactive", "melting_effect" ], "palette": [ "candycore", "acid_pop" ], "mood": [ "underground", "sinister" ], "composition": [ "grid_layout" ], "typography": [ "warped_text", "minimal_sans", "glitch_text" ], "typography_density": "pure_graphic", "energy": "high", "complexity": "medium" } } } ], "selected_prompt_index": 0, "selected_prompt_rationale": "The first candidate offers a powerful single skull motif with strong melting and halftone effects, optimized grid composition, and distinctive candycore and acid pop colors enhanced by UV reactive ink. Its balanced silhouette and coherent underground mood make it the strongest wearable and print-ready concept among the candidates.", "creative_memory": { "note_ids": [ 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1 ], "notes": [ { "id": 11, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 10, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 9, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 8, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 7, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 6, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 5, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 4, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 3, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 2, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 }, { "id": 1, "note_type": "try", "note": "Daily market analytics: sessions=0, design_views=0, buy_clicks=0, instagram_reach=0. Do not judge design appeal yet; focus on distribution and making the product path obvious.", "collection": null, "priority": 20 } ] }, "typography_policy_records": [ { "source_path": "evolution.child_genome.typography_density", "text_policy": "no_text", "text_policy_source": "default", "original_typography_density": "minimal_branding", "final_typography_density": "pure_graphic", "reason": "Default 80/20 typography policy forced locked generation genome to pure_graphic.", "action": "forced_pure_graphic", "policy_seed": "20260628T163115Z:latest:001:001:typography", "roll": 36, "pure_graphic_percent": 80, "text_allowance_percent": 20, "text_allowed": false } ], "generation_mode_id": "latest-canvas-weighted-heritage-v1", "generation_mode_name": "Latest Canvas + Weighted Heritage Traits", "generation_mode_version": "v1", "generation_mode_steps": [ "collect_latest_canvas", "collect_feedback", "score_weighted_candidates", "select_trait_parents", "build_child_genome", "apply_mutation", "analyze_canvas_improvement", "build_prompt_context", "select_concept", "enforce_typography_policy", "generate_image", "persist_publish" ], "pipeline_trace": [ { "stage_id": "collect_latest_canvas", "label": "Collect latest canvas", "status": "completed", "input_summary": "Newest non-archived generated design.", "output_summary": "Canvas parent 2026-06-27_20260627T163113Z_latest_001 from design_url.", "details": { "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001" } }, { "stage_id": "collect_feedback", "label": "Collect feedback", "status": "completed", "input_summary": "weighted feedback history.", "output_summary": "31 weighted signals available.", "details": { "feedback_rating": "up" } }, { "stage_id": "score_weighted_candidates", "label": "Score weighted candidates", "status": "completed", "input_summary": "Last 25 relevant rated designs.", "output_summary": "25 candidates scored.", "details": { "candidate_scores": [ { "generation_id": "2026-06-27_20260627T163113Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-24_20260624T163120Z_latest_001", "heritage_score": -13.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-23_20260623T163127Z_latest_001", "heritage_score": -2.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-20_20260620T163125Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T160144Z_latest_001", "heritage_score": -44.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T120142Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T080129Z_latest_001", "heritage_score": -22.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-15_20260615T200141Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-12_20260612T160125Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-07_20260607T160116Z_latest_001", "heritage_score": -20.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T200115Z_latest_001", "heritage_score": -12.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T120117Z_latest_001", "heritage_score": -4.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T120122Z_latest_001", "heritage_score": -28.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T080122Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-04_20260604T091701Z_latest_001", "heritage_score": -37.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-03_20260603T210150Z_latest_001", "heritage_score": -51.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T204612Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T090605Z_latest_001", "heritage_score": -50.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T204140Z_latest_001", "heritage_score": -7.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T163846Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T155914Z_latest_001", "heritage_score": -25.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T090535Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T065702Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null } ] } }, { "stage_id": "select_trait_parents", "label": "Select trait parents", "status": "completed", "input_summary": "Strategy weighted-heritage-lottery-50-50.", "output_summary": "Trait parents: 2026-05-30_20260530T202118Z_latest_001, 2026-06-21_20260621T163123Z_latest_001", "details": { "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] } }, { "stage_id": "build_child_genome", "label": "Build child genome", "status": "completed", "input_summary": "50/50 locked genome crossover.", "output_summary": "Locked child genome created." }, { "stage_id": "apply_mutation", "label": "Apply mutation", "status": "completed", "input_summary": "Mutation chance roll 53.", "output_summary": "mood: hypnotic -> sinister" }, { "stage_id": "build_prompt_context", "label": "Build prompt context", "status": "completed", "input_summary": "Locked genome, canvas reference, and intentional inheritance metadata.", "output_summary": "Prompt variation mode latest_canvas_weighted_trait." }, { "stage_id": "analyze_canvas_improvement", "label": "Analyze canvas improvement", "status": "completed", "input_summary": "Latest canvas reference image and trait parent summary.", "output_summary": "Visual improvement guidance created.", "model": "gpt-4.1-mini", "details": { "prompt_version": "latest-canvas-improvement-analysis-v1", "reference_image_source": "design_url" } }, { "stage_id": "select_concept", "label": "Select concept", "status": "completed", "input_summary": "System prompt, concept prompt, and locked genome when available.", "output_summary": "Selected concept 'Melting Skull Matrix'.", "model": "gpt-4.1-mini", "details": { "prompt_selection_mode": "single_call_candidates" } }, { "stage_id": "enforce_typography_policy", "label": "Enforce typography policy", "status": "completed", "input_summary": "Policy no_text from default.", "output_summary": "Typography density pure_graphic.", "details": { "records": [ { "source_path": "evolution.child_genome.typography_density", "text_policy": "no_text", "text_policy_source": "default", "original_typography_density": "minimal_branding", "final_typography_density": "pure_graphic", "reason": "Default 80/20 typography policy forced locked generation genome to pure_graphic.", "action": "forced_pure_graphic", "policy_seed": "20260628T163115Z:latest:001:001:typography", "roll": 36, "pure_graphic_percent": 80, "text_allowance_percent": 20, "text_allowed": false } ] } }, { "stage_id": "generate_image", "label": "Generate image", "status": "completed", "input_summary": "Prompt plus reference image canvas.", "output_summary": "Generated image with latest_canvas_weighted_trait.", "model": "gpt-image-2", "details": { "reference_generation_id": "2026-06-27_20260627T163113Z_latest_001", "reference_image_source": "design_url" } }, { "stage_id": "persist_publish", "label": "Persist and publish", "status": "completed", "input_summary": "Generated concept, prompt, image outputs, metadata, and commerce settings.", "output_summary": "Metadata prepared for local output, Supabase persistence, and configured commerce publish steps." } ], "image_generation_mode": "latest_canvas_weighted_trait", "reference_generation_id": "2026-06-27_20260627T163113Z_latest_001", "reference_design_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "reference_image_source": "design_url", "reference_image_error": null, "reference_canvas_role": "latest_generated_canvas_parent", "reference_variation_strength": "preserve broad composition from the latest generated design while introducing weighted heritage traits", "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001", "trait_parent_generation_id": "2026-05-30_20260530T202118Z_latest_001", "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "vlm_analysis": { "status": "succeeded", "model": "gpt-4.1-mini", "prompt_version": "latest-canvas-improvement-analysis-v1", "canvas_strengths": [ "Strong, bold grid layout enhances readability from a distance", "Distinctive pixel-art style with vintage comic influence gives a unique retro vibe", "Clear, vivid color palette using primary colors red, blue, and yellow creates strong visual impact", "Each element (robot heads and totem pole) is highly detailed with strong silhouette", "Contrast between dark outlines and bright colors improves print-friendliness and wearer appeal" ], "canvas_weaknesses": [ "Complexity and detail create slight visual noise that might reduce clarity at smaller sizes", "Color palette is vivid but not aligned with candycore or acid pop palettes from weighted traits", "No skull motif present which is central to weighted trait parent", "Lacks halftone or UV reactive effects that could enhance vintage comic and underground mood" ], "recommended_trait_applications": [ "Introduce subtle halftone shading to background areas to reinforce vintage comic style and lessen flatness", "Incorporate minimal UV-reactive highlights on selected parts of the designs (e.g., eyes or outlines) to increase energy and uniqueness under lighting", "Adjust some colors subtly towards acid pop spectrum (more neon or bright) especially in smaller detailing to make palette pop more", "Simplify some small intricate details in corners to reduce visual noise and improve readability" ], "traits_to_avoid": [ "Adding typography or any text elements as original design is purely graphic and weighted traits discourage text", "Adding skull motifs forcibly which would clash with current distinct motifs and ruin cohesive aesthetic", "Excessive melting effects or complex compositional changes that disrupt strong grid structure" ], "composition_instruction": "Maintain the strong modular grid layout with central vertical totem and surrounding robot heads. Apply halftone effects uniformly in background blocks and subtle UV reactive highlights on select graphic elements to enhance vintage comic and underground style without losing clarity. Shift some highlight colors lightly towards acid pop neon tones while keeping base colors dominant for print and wearable appeal.", "sellability_rationale": "The design’s clear and strong silhouette, combined with retro pixel-art and vivid colors, makes it highly wearable and visually striking. Adding vintage comic effects like halftone and UV reactive highlights enhances uniqueness and market appeal in streetwear. Simplifying minor details optimizes print quality and readability from a distance, increasing its commercial attractiveness without compromising the artistic integrity.", "reference_image_source": "design_url" }, "weighted_selection": { "selection_strategy": "weighted-heritage-lottery-50-50", "selection_seed": "20260628T163115Z-latest-weighted-parent-lottery-001", "crossover_seed": "20260628T163115Z-latest-successor-crossover-001", "candidate_pool_size": 25, "weighted_signal_count": 31, "feedback_rating": "up", "feedback_label": "weighted", "parent_source": "feedback_events.weighted_heritage", "candidate_scores": [ { "generation_id": "2026-06-27_20260627T163113Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-24_20260624T163120Z_latest_001", "heritage_score": -13.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-23_20260623T163127Z_latest_001", "heritage_score": -2.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-20_20260620T163125Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T160144Z_latest_001", "heritage_score": -44.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T120142Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-16_20260616T080129Z_latest_001", "heritage_score": -22.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-15_20260615T200141Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-12_20260612T160125Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-07_20260607T160116Z_latest_001", "heritage_score": -20.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T200115Z_latest_001", "heritage_score": -12.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-06_20260606T120117Z_latest_001", "heritage_score": -4.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T120122Z_latest_001", "heritage_score": -28.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-05_20260605T080122Z_latest_001", "heritage_score": -14.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-04_20260604T091701Z_latest_001", "heritage_score": -37.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-06-03_20260603T210150Z_latest_001", "heritage_score": -51.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T204612Z_latest_001", "heritage_score": -33.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-29_20260529T090605Z_latest_001", "heritage_score": -50.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T204140Z_latest_001", "heritage_score": -7.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T163846Z_latest_001", "heritage_score": -27.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T155914Z_latest_001", "heritage_score": -25.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T090535Z_latest_001", "heritage_score": -39.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null }, { "generation_id": "2026-05-27_20260527T065702Z_latest_001", "heritage_score": -29.0, "ticket_weight": 1.0, "base_ticket_weight": 1.0, "new_trait_multiplier": null, "new_trait_count": null } ], "selected_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "canvas_parent_generation_id": "2026-06-27_20260627T163113Z_latest_001", "trait_parent_generation_id": "2026-05-30_20260530T202118Z_latest_001", "trait_parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ], "canvas_parent_image_source": "design_url", "canvas_parent_design_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "canvas_parent_design_storage_key": "generations/2026-06-27_20260627T163113Z_latest_001/design_001.png", "mutation_applied": true, "mutation_roll": 53, "mutation_category": "mood", "mutation_replaced_trait": "hypnotic", "mutation_inserted_trait": "sinister", "inherited_trait_sources": [ { "trait": "typography_density.minimal_branding", "category": "typography_density", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "energy.high", "category": "energy", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "style.vintage_comic", "category": "style", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.halftone", "category": "effects", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "mood.underground", "category": "mood", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "complexity.medium", "category": "complexity", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001", "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.warped_text", "category": "typography", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.candycore", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "palette.acid_pop", "category": "palette", "parent_generation_ids": [ "2026-05-30_20260530T202118Z_latest_001" ] }, { "trait": "effects.uv_reactive", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "motifs.skull", "category": "motifs", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.minimal_sans", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "typography.glitch_text", "category": "typography", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] }, { "trait": "effects.melting_effect", "category": "effects", "parent_generation_ids": [ "2026-06-21_20260621T163123Z_latest_001" ] } ], "child_creation_score": -48.0, "parent_heritage_scores": [ { "generation_id": "2026-05-30_20260530T202118Z_latest_001", "heritage_score": -70.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 }, { "generation_id": "2026-06-21_20260621T163123Z_latest_001", "heritage_score": -3.0, "base_ticket_weight": 1.0, "active_new_traits": [], "ticket_weight": 1.0 } ] }, "generation_source": "github_actions", "printify_product_id": null, "printify_upload_id": null, "printify_product_url": null, "printify_mockup_url": null, "shopify_product_id": null, "shopify_product_handle": null, "shopify_product_url": null, "commerce_status": null, "commerce_error": null, "commerce_synced_at": null, "printful_product_id": null, "printful_product_url": null, "printful_mockup_url": null, "printful_external_id": null, "printful_store_id": null, "shopify_publication_id": null, "shopify_publication_status": null, "shopify_publication_error": null, "shopify_published_at": null, "design_storage_key": "generations/2026-06-28_20260628T163115Z_latest_001/design_001.png", "design_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/design_001.png", "mockup_storage_key": "generations/2026-06-28_20260628T163115Z_latest_001/shirt_001.png", "mockup_url": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/shirt_001.png", "artifact_urls": { "metadata": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/metadata_001.json", "concept": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/concept_001.json", "prompt": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/design_prompt_001.txt", "readme": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/README_001.md", "rating": "https://pub-ba22defe826e49c8be53dce2ada7ab89.r2.dev/generations/2026-06-28_20260628T163115Z_latest_001/rating_001.txt" }, "artifact_storage_keys": { "metadata": "generations/2026-06-28_20260628T163115Z_latest_001/metadata_001.json", "concept": "generations/2026-06-28_20260628T163115Z_latest_001/concept_001.json", "prompt": "generations/2026-06-28_20260628T163115Z_latest_001/design_prompt_001.txt", "readme": "generations/2026-06-28_20260628T163115Z_latest_001/README_001.md", "rating": "generations/2026-06-28_20260628T163115Z_latest_001/rating_001.txt" } }