Delete actions/action_library_normal.json - repository cleanup

actions/action_library_normal.json

@@ -1,1559 +0,0 @@
-{
-  "version": "3.0-complex",
-  "description": "Extended action library with 20 actions: 10 original atomic actions + 10 new constraint/compositional actions for complex multi-step transformations",
-  "design_philosophy": "Combines atomic transformations with constraints and compositional logic. Supports preservation, exclusion, conditional logic, and multi-action sequences for sophisticated image editing workflows.",
-  "actions": [
-    {
-      "id": "location_setting",
-      "name": "Location Setting",
-      "description": "Change the physical location/environment type only (where the scene takes place)",
-      "category": "scene_level",
-      "parameters": {
-        "source_location": {
-          "type": "enum",
-          "values": [
-            "urban_city",
-            "suburban_neighborhood",
-            "rural_village",
-            "industrial_zone",
-            "commercial_district",
-            "beach_coast",
-            "tropical_island",
-            "ocean_open_water",
-            "underwater_reef",
-            "arctic_ice",
-            "forest_temperate",
-            "jungle_tropical",
-            "desert_sand",
-            "mountain_rocky",
-            "canyon_valley",
-            "plains_grassland",
-            "swamp_wetland",
-            "cave_underground",
-            "volcano_lava",
-            "space_station",
-            "alien_planet",
-            "fantasy_castle",
-            "medieval_town",
-            "cyberpunk_city",
-            "post_apocalyptic",
-            "haunted_mansion",
-            "temple_shrine",
-            "palace_interior",
-            "office_modern",
-            "bedroom_interior"
-          ],
-          "required": true,
-          "description": "Current physical location type"
-        },
-        "target_location": {
-          "type": "enum",
-          "values": [
-            "urban_city",
-            "suburban_neighborhood",
-            "rural_village",
-            "industrial_zone",
-            "commercial_district",
-            "beach_coast",
-            "tropical_island",
-            "ocean_open_water",
-            "underwater_reef",
-            "arctic_ice",
-            "forest_temperate",
-            "jungle_tropical",
-            "desert_sand",
-            "mountain_rocky",
-            "canyon_valley",
-            "plains_grassland",
-            "swamp_wetland",
-            "cave_underground",
-            "volcano_lava",
-            "space_station",
-            "alien_planet",
-            "fantasy_castle",
-            "medieval_town",
-            "cyberpunk_city",
-            "post_apocalyptic",
-            "haunted_mansion",
-            "temple_shrine",
-            "palace_interior",
-            "office_modern",
-            "bedroom_interior"
-          ],
-          "required": true,
-          "description": "Desired physical location type"
-        },
-        "replace_mode": {
-          "type": "enum",
-          "values": [
-            "partial",
-            "complete"
-          ],
-          "default": "complete",
-          "description": "Partial blends old with new, complete fully replaces"
-        },
-        "preserve_foreground": {
-          "type": "boolean",
-          "default": true,
-          "description": "Keep main subjects unchanged while transforming environment"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of location change"
-        }
-      },
-      "does_not_handle": [
-        "Architecture style",
-        "Time period",
-        "Mood",
-        "Color palette",
-        "Weather"
-      ],
-      "example": {
-        "source_location": "urban_city",
-        "target_location": "beach_coast",
-        "replace_mode": "complete",
-        "preserve_foreground": true,
-        "description": "Transform urban city street into tropical beach coastline"
-      }
-    },
-    {
-      "id": "architecture_style",
-      "name": "Architecture Style",
-      "description": "Change building/structure architectural style only (how buildings look)",
-      "category": "scene_level",
-      "parameters": {
-        "source_style": {
-          "type": "enum",
-          "values": [
-            "modern_minimalist",
-            "contemporary_glass",
-            "brutalist_concrete",
-            "art_deco_geometric",
-            "victorian_ornate",
-            "medieval_stone",
-            "renaissance_classical",
-            "baroque_elaborate",
-            "japanese_traditional",
-            "moroccan_islamic",
-            "greek_classical",
-            "roman_imperial",
-            "gothic_cathedral",
-            "industrial_warehouse",
-            "steampunk_mechanical",
-            "cyberpunk_neon",
-            "futuristic_sleek",
-            "organic_biomorphic",
-            "fantasy_magical",
-            "ruins_ancient"
-          ],
-          "required": true,
-          "description": "Current architectural style"
-        },
-        "target_style": {
-          "type": "enum",
-          "values": [
-            "modern_minimalist",
-            "contemporary_glass",
-            "brutalist_concrete",
-            "art_deco_geometric",
-            "victorian_ornate",
-            "medieval_stone",
-            "renaissance_classical",
-            "baroque_elaborate",
-            "japanese_traditional",
-            "moroccan_islamic",
-            "greek_classical",
-            "roman_imperial",
-            "gothic_cathedral",
-            "industrial_warehouse",
-            "steampunk_mechanical",
-            "cyberpunk_neon",
-            "futuristic_sleek",
-            "organic_biomorphic",
-            "fantasy_magical",
-            "ruins_ancient"
-          ],
-          "required": true,
-          "description": "Desired architectural style"
-        },
-        "detail_level": {
-          "type": "enum",
-          "values": [
-            "minimal",
-            "moderate",
-            "ornate"
-          ],
-          "default": "moderate",
-          "description": "Level of architectural detail and ornamentation"
-        },
-        "material_type": {
-          "type": "enum",
-          "values": [
-            "stone",
-            "wood",
-            "metal",
-            "glass",
-            "concrete",
-            "brick",
-            "marble",
-            "mixed"
-          ],
-          "default": "mixed",
-          "description": "Primary building material"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of architectural change"
-        }
-      },
-      "does_not_handle": [
-        "Location type",
-        "Time period",
-        "Mood",
-        "Color palette"
-      ],
-      "example": {
-        "source_style": "modern_minimalist",
-        "target_style": "victorian_ornate",
-        "detail_level": "ornate",
-        "material_type": "wood",
-        "description": "Transform modern minimalist buildings into ornate Victorian architecture with wooden details"
-      }
-    },
-    {
-      "id": "time_period_era",
-      "name": "Time Period Era",
-      "description": "Change props, objects, and technology to match a historical/future era (when it exists)",
-      "category": "scene_level",
-      "parameters": {
-        "source_era": {
-          "type": "enum",
-          "values": [
-            "prehistoric_stone_age",
-            "ancient_classical",
-            "medieval_dark_ages",
-            "renaissance_1500s",
-            "baroque_1700s",
-            "victorian_1800s",
-            "art_nouveau_1900s",
-            "art_deco_1920s",
-            "mid_century_1950s",
-            "contemporary_2000s",
-            "near_future_2050",
-            "far_future_2200",
-            "cyberpunk_dystopia",
-            "steampunk_alternate",
-            "solarpunk_green_future"
-          ],
-          "required": true,
-          "description": "Current time period"
-        },
-        "target_era": {
-          "type": "enum",
-          "values": [
-            "prehistoric_stone_age",
-            "ancient_classical",
-            "medieval_dark_ages",
-            "renaissance_1500s",
-            "baroque_1700s",
-            "victorian_1800s",
-            "art_nouveau_1900s",
-            "art_deco_1920s",
-            "mid_century_1950s",
-            "contemporary_2000s",
-            "near_future_2050",
-            "far_future_2200",
-            "cyberpunk_dystopia",
-            "steampunk_alternate",
-            "solarpunk_green_future"
-          ],
-          "required": true,
-          "description": "Target time period"
-        },
-        "technology_level": {
-          "type": "enum",
-          "values": [
-            "none",
-            "low",
-            "medium",
-            "high",
-            "advanced"
-          ],
-          "default": "medium",
-          "description": "Level of technological advancement"
-        },
-        "period_accuracy": {
-          "type": "enum",
-          "values": [
-            "stylized",
-            "historically_accurate"
-          ],
-          "default": "stylized",
-          "description": "Stylized for artistic effect vs historically accurate"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of era transformation"
-        }
-      },
-      "does_not_handle": [
-        "Location",
-        "Architecture style",
-        "Mood",
-        "Lighting",
-        "Weather"
-      ],
-      "example": {
-        "source_era": "contemporary_2000s",
-        "target_era": "victorian_1800s",
-        "technology_level": "low",
-        "period_accuracy": "stylized",
-        "description": "Replace modern technology and objects with Victorian era props and 1800s period details"
-      }
-    },
-    {
-      "id": "time_of_day",
-      "name": "Time of Day",
-      "description": "Change natural lighting based on sun/moon position (what time is it)",
-      "category": "temporal_environmental",
-      "parameters": {
-        "source_time": {
-          "type": "enum",
-          "values": [
-            "pre_dawn",
-            "sunrise_golden",
-            "morning_bright",
-            "midday_overhead",
-            "afternoon_warm",
-            "golden_hour_sunset",
-            "dusk_twilight",
-            "blue_hour",
-            "night_moonlit",
-            "midnight_dark"
-          ],
-          "required": true,
-          "description": "Current time of day"
-        },
-        "target_time": {
-          "type": "enum",
-          "values": [
-            "pre_dawn",
-            "sunrise_golden",
-            "morning_bright",
-            "midday_overhead",
-            "afternoon_warm",
-            "golden_hour_sunset",
-            "dusk_twilight",
-            "blue_hour",
-            "night_moonlit",
-            "midnight_dark"
-          ],
-          "required": true,
-          "description": "Desired time of day"
-        },
-        "sky_color": {
-          "type": "string",
-          "default": "auto",
-          "description": "Sky color palette for the time (auto-determined from time, or specify)"
-        },
-        "shadow_direction": {
-          "type": "enum",
-          "values": [
-            "east",
-            "southeast",
-            "south",
-            "southwest",
-            "west",
-            "overhead",
-            "none"
-          ],
-          "default": "auto",
-          "description": "Direction of shadows based on sun/moon position"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of time change"
-        }
-      },
-      "does_not_handle": [
-        "Weather",
-        "Mood",
-        "Season",
-        "Artificial lighting"
-      ],
-      "example": {
-        "source_time": "midday_overhead",
-        "target_time": "golden_hour_sunset",
-        "sky_color": "warm_orange_pink",
-        "shadow_direction": "east",
-        "description": "Transform from harsh midday sun to warm golden hour sunset lighting"
-      }
-    },
-    {
-      "id": "season_cycle",
-      "name": "Season Cycle",
-      "description": "Change vegetation, foliage, and seasonal visual markers (what season is it)",
-      "category": "temporal_environmental",
-      "parameters": {
-        "source_season": {
-          "type": "enum",
-          "values": [
-            "spring_blooming",
-            "summer_lush",
-            "autumn_falling",
-            "winter_bare"
-          ],
-          "required": true,
-          "description": "Current season"
-        },
-        "target_season": {
-          "type": "enum",
-          "values": [
-            "spring_blooming",
-            "summer_lush",
-            "autumn_falling",
-            "winter_bare"
-          ],
-          "required": true,
-          "description": "Target season"
-        },
-        "vegetation_state": {
-          "type": "enum",
-          "values": [
-            "blooming_flowers",
-            "full_green",
-            "autumn_colors",
-            "bare_branches",
-            "evergreen",
-            "dead_withered"
-          ],
-          "required": true,
-          "description": "State of vegetation and foliage"
-        },
-        "ground_cover": {
-          "type": "enum",
-          "values": [
-            "snow_covered",
-            "autumn_leaves",
-            "spring_flowers",
-            "lush_grass",
-            "dry_grass",
-            "mud_wet"
-          ],
-          "required": true,
-          "description": "What covers the ground"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of seasonal change"
-        }
-      },
-      "does_not_handle": [
-        "Weather",
-        "Time of day",
-        "Mood",
-        "Temperature visual effects"
-      ],
-      "example": {
-        "source_season": "summer_lush",
-        "target_season": "winter_bare",
-        "vegetation_state": "bare_branches",
-        "ground_cover": "snow_covered",
-        "description": "Transform from summer with full greenery to winter with bare trees and snow-covered ground"
-      }
-    },
-    {
-      "id": "weather_conditions",
-      "name": "Weather Conditions",
-      "description": "Change weather phenomena (rain, snow, fog, storms) only",
-      "category": "temporal_environmental",
-      "parameters": {
-        "weather_type": {
-          "type": "enum",
-          "values": [
-            "clear_sunny",
-            "partly_cloudy",
-            "overcast_gray",
-            "light_rain",
-            "heavy_rain",
-            "thunderstorm",
-            "light_snow",
-            "heavy_snow_blizzard",
-            "fog_dense",
-            "mist_light",
-            "sandstorm",
-            "hail"
-          ],
-          "required": true,
-          "description": "Type of weather condition"
-        },
-        "intensity": {
-          "type": "enum",
-          "values": [
-            "light",
-            "moderate",
-            "heavy",
-            "extreme"
-          ],
-          "default": "moderate",
-          "description": "Intensity of weather phenomenon"
-        },
-        "visibility": {
-          "type": "enum",
-          "values": [
-            "clear",
-            "reduced",
-            "poor",
-            "very_poor"
-          ],
-          "default": "clear",
-          "description": "How much weather obscures view"
-        },
-        "active_precipitation": {
-          "type": "boolean",
-          "default": true,
-          "description": "Whether falling elements (rain, snow) are actively visible"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of weather change"
-        }
-      },
-      "does_not_handle": [
-        "Season",
-        "Time of day",
-        "Mood",
-        "Color palette"
-      ],
-      "example": {
-        "weather_type": "heavy_snow_blizzard",
-        "intensity": "heavy",
-        "visibility": "poor",
-        "active_precipitation": true,
-        "description": "Transform from clear weather to intense snowstorm with heavy snowfall and reduced visibility"
-      }
-    },
-    {
-      "id": "mood_lighting",
-      "name": "Mood Lighting",
-      "description": "Change emotional mood through artificial/accent lighting (how it feels)",
-      "category": "atmosphere_mood",
-      "parameters": {
-        "source_mood": {
-          "type": "enum",
-          "values": [
-            "bright_cheerful",
-            "soft_cozy",
-            "mysterious_shadowy",
-            "dramatic_cinematic",
-            "ominous_dark",
-            "romantic_intimate",
-            "energetic_vibrant",
-            "melancholic_somber",
-            "whimsical_playful",
-            "nostalgic_sepia",
-            "tense_suspenseful",
-            "serene_calm",
-            "eerie_unsettling",
-            "epic_grand",
-            "hopeful_uplifting"
-          ],
-          "required": true,
-          "description": "Current emotional mood"
-        },
-        "target_mood": {
-          "type": "enum",
-          "values": [
-            "bright_cheerful",
-            "soft_cozy",
-            "mysterious_shadowy",
-            "dramatic_cinematic",
-            "ominous_dark",
-            "romantic_intimate",
-            "energetic_vibrant",
-            "melancholic_somber",
-            "whimsical_playful",
-            "nostalgic_sepia",
-            "tense_suspenseful",
-            "serene_calm",
-            "eerie_unsettling",
-            "epic_grand",
-            "hopeful_uplifting"
-          ],
-          "required": true,
-          "description": "Target emotional mood"
-        },
-        "accent_lighting": {
-          "type": "enum",
-          "values": [
-            "neon_signs",
-            "candlelit_warm",
-            "spotlight_dramatic",
-            "rim_lighting",
-            "backlit_silhouette",
-            "god_rays",
-            "volumetric_fog_light",
-            "colored_gels",
-            "practical_lights",
-            "ambient_glow"
-          ],
-          "required": true,
-          "description": "Specific artificial light sources for mood"
-        },
-        "shadow_depth": {
-          "type": "enum",
-          "values": [
-            "none",
-            "soft",
-            "moderate",
-            "deep",
-            "dramatic"
-          ],
-          "default": "moderate",
-          "description": "Shadow intensity for dramatic effect"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of mood transformation"
-        }
-      },
-      "does_not_handle": [
-        "Natural sunlight (use time_of_day)",
-        "Color grading",
-        "Weather"
-      ],
-      "example": {
-        "source_mood": "bright_cheerful",
-        "target_mood": "mysterious_shadowy",
-        "accent_lighting": "candlelit_warm",
-        "shadow_depth": "deep",
-        "description": "Transform from bright cheerful lighting to mysterious shadowy mood with flickering candlelight"
-      }
-    },
-    {
-      "id": "color_grading",
-      "name": "Color Grading",
-      "description": "Change overall color palette and color treatment (color scheme)",
-      "category": "visual_style",
-      "parameters": {
-        "source_palette": {
-          "type": "enum",
-          "values": [
-            "warm_sunset",
-            "cool_blue",
-            "neutral_balanced",
-            "monochrome_bw",
-            "sepia_vintage",
-            "pastel_soft",
-            "neon_electric",
-            "earth_natural",
-            "jewel_rich",
-            "desaturated_muted",
-            "high_contrast",
-            "low_contrast",
-            "golden_hour",
-            "blue_hour",
-            "orange_teal",
-            "purple_pink",
-            "green_nature",
-            "red_dramatic"
-          ],
-          "required": true,
-          "description": "Current color palette"
-        },
-        "target_palette": {
-          "type": "enum",
-          "values": [
-            "warm_sunset",
-            "cool_blue",
-            "neutral_balanced",
-            "monochrome_bw",
-            "sepia_vintage",
-            "pastel_soft",
-            "neon_electric",
-            "earth_natural",
-            "jewel_rich",
-            "desaturated_muted",
-            "high_contrast",
-            "low_contrast",
-            "golden_hour",
-            "blue_hour",
-            "orange_teal",
-            "purple_pink",
-            "green_nature",
-            "red_dramatic"
-          ],
-          "required": true,
-          "description": "Target color palette"
-        },
-        "saturation": {
-          "type": "enum",
-          "values": [
-            "desaturated",
-            "neutral",
-            "enhanced",
-            "hyper_saturated"
-          ],
-          "default": "neutral",
-          "description": "Overall color saturation level"
-        },
-        "contrast": {
-          "type": "enum",
-          "values": [
-            "low",
-            "normal",
-            "high",
-            "dramatic"
-          ],
-          "default": "normal",
-          "description": "Overall contrast level"
-        },
-        "temperature": {
-          "type": "enum",
-          "values": [
-            "cool",
-            "neutral",
-            "warm",
-            "extreme_cool",
-            "extreme_warm"
-          ],
-          "default": "neutral",
-          "description": "Color temperature shift"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of color grading change"
-        }
-      },
-      "does_not_handle": [
-        "Lighting",
-        "Mood",
-        "Artistic style",
-        "Weather"
-      ],
-      "example": {
-        "source_palette": "neutral_balanced",
-        "target_palette": "orange_teal",
-        "saturation": "enhanced",
-        "contrast": "high",
-        "temperature": "warm",
-        "description": "Apply cinematic orange-teal color grading with enhanced saturation and high contrast"
-      }
-    },
-    {
-      "id": "artistic_medium",
-      "name": "Artistic Medium",
-      "description": "Change the rendering/drawing style and artistic medium (how it's rendered)",
-      "category": "visual_style",
-      "parameters": {
-        "source_medium": {
-          "type": "enum",
-          "values": [
-            "photorealistic",
-            "hyperrealistic",
-            "film_photography",
-            "oil_painting_thick",
-            "oil_painting_smooth",
-            "watercolor_flowing",
-            "watercolor_dry",
-            "acrylic_painting",
-            "gouache",
-            "ink_brush",
-            "pen_ink_lines",
-            "pencil_sketch",
-            "charcoal_sketch",
-            "pastel_drawing",
-            "digital_painting",
-            "vector_art",
-            "3d_rendered",
-            "low_poly",
-            "pixel_art",
-            "anime_cel_shaded",
-            "cartoon_illustrated",
-            "collage_mixed_media"
-          ],
-          "required": true,
-          "description": "Current rendering medium"
-        },
-        "target_medium": {
-          "type": "enum",
-          "values": [
-            "photorealistic",
-            "hyperrealistic",
-            "film_photography",
-            "oil_painting_thick",
-            "oil_painting_smooth",
-            "watercolor_flowing",
-            "watercolor_dry",
-            "acrylic_painting",
-            "gouache",
-            "ink_brush",
-            "pen_ink_lines",
-            "pencil_sketch",
-            "charcoal_sketch",
-            "pastel_drawing",
-            "digital_painting",
-            "vector_art",
-            "3d_rendered",
-            "low_poly",
-            "pixel_art",
-            "anime_cel_shaded",
-            "cartoon_illustrated",
-            "collage_mixed_media"
-          ],
-          "required": true,
-          "description": "Target rendering medium"
-        },
-        "technique": {
-          "type": "string",
-          "default": "auto",
-          "description": "Specific technique (e.g., 'thick impasto brushstrokes', 'fine cross-hatching')"
-        },
-        "art_movement": {
-          "type": "enum",
-          "values": [
-            "impressionism",
-            "post_impressionism",
-            "expressionism",
-            "fauvism",
-            "cubism",
-            "surrealism",
-            "abstract_expressionism",
-            "pop_art",
-            "minimalism",
-            "art_nouveau",
-            "art_deco",
-            "baroque",
-            "renaissance",
-            "none"
-          ],
-          "default": "none",
-          "description": "Optional historical art movement influence"
-        },
-        "texture_visibility": {
-          "type": "enum",
-          "values": [
-            "none",
-            "subtle",
-            "moderate",
-            "prominent"
-          ],
-          "default": "moderate",
-          "description": "How visible the medium texture is (canvas, paper, etc.)"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of artistic style change"
-        }
-      },
-      "does_not_handle": [
-        "Color palette",
-        "Mood",
-        "Content changes",
-        "Location"
-      ],
-      "example": {
-        "source_medium": "photorealistic",
-        "target_medium": "oil_painting_thick",
-        "technique": "thick impasto brushstrokes with palette knife",
-        "art_movement": "post_impressionism",
-        "texture_visibility": "prominent",
-        "description": "Transform photograph into Van Gogh-style thick oil painting with visible brushstrokes"
-      }
-    },
-    {
-      "id": "atmospheric_effects",
-      "name": "Atmospheric Effects",
-      "description": "Add particle effects, glows, and special visual FX overlay (special effects)",
-      "category": "visual_style",
-      "parameters": {
-        "effect_type": {
-          "type": "enum",
-          "values": [
-            "dust_particles",
-            "smoke_haze",
-            "fog_volumetric",
-            "mist_ground",
-            "steam_rising",
-            "rain_falling",
-            "snow_falling",
-            "leaves_falling",
-            "petals_floating",
-            "ash_embers",
-            "sparkles_magical",
-            "glowing_aura",
-            "energy_particles",
-            "light_beams_godrays",
-            "lens_flare",
-            "bokeh_lights",
-            "motion_blur",
-            "speed_lines",
-            "lens_distortion",
-            "film_grain",
-            "holographic_glitch",
-            "digital_artifacts",
-            "cracks_damage",
-            "debris_floating",
-            "bioluminescence"
-          ],
-          "required": true,
-          "description": "Type of atmospheric effect"
-        },
-        "intensity": {
-          "type": "enum",
-          "values": [
-            "subtle",
-            "moderate",
-            "heavy",
-            "extreme"
-          ],
-          "default": "moderate",
-          "description": "Intensity of the effect"
-        },
-        "coverage": {
-          "type": "enum",
-          "values": [
-            "localized",
-            "widespread",
-            "full_scene"
-          ],
-          "default": "widespread",
-          "description": "How much of the scene has the effect"
-        },
-        "color_tint": {
-          "type": "string",
-          "default": "auto",
-          "description": "Color tint of effect (e.g., 'blue_glow', 'orange_fire', 'green_magic')"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of effect"
-        }
-      },
-      "does_not_handle": [
-        "Core weather",
-        "Mood",
-        "Color grading",
-        "Location"
-      ],
-      "example": {
-        "effect_type": "sparkles_magical",
-        "intensity": "heavy",
-        "coverage": "full_scene",
-        "color_tint": "blue_white_shimmer",
-        "description": "Add magical sparkles and shimmering particles throughout the scene with blue-white glow"
-      }
-    },
-    {
-      "id": "preserve_attribute",
-      "name": "Preserve Attribute",
-      "description": "Constraint: Preserve a specific visual attribute while transforming other aspects (NEW for complex transformations)",
-      "category": "constraint",
-      "parameters": {
-        "attribute_type": {
-          "type": "enum",
-          "values": [
-            "lighting",
-            "color",
-            "texture",
-            "objects",
-            "style",
-            "architecture",
-            "mood",
-            "weather",
-            "technology"
-          ],
-          "required": true,
-          "description": "Which attribute to preserve unchanged"
-        },
-        "scope": {
-          "type": "enum",
-          "values": [
-            "global",
-            "foreground_only",
-            "background_only",
-            "specific_object"
-          ],
-          "default": "global",
-          "description": "Scope of preservation"
-        },
-        "target_object": {
-          "type": "string",
-          "default": null,
-          "description": "Specific object to preserve (if scope=specific_object)"
-        },
-        "reason": {
-          "type": "string",
-          "required": true,
-          "description": "Why this attribute must be preserved (for reasoning)"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of preservation constraint"
-        }
-      },
-      "works_with": "Any transformation action",
-      "example": {
-        "attribute_type": "lighting",
-        "scope": "global",
-        "target_object": null,
-        "reason": "User wants to maintain modern LED lighting in Victorian setting for contrast",
-        "description": "Preserve all modern lighting fixtures and their illumination while transforming architecture"
-      }
-    },
-    {
-      "id": "exclude_region",
-      "name": "Exclude Region",
-      "description": "Constraint: Exclude a spatial region from transformation (NEW for complex transformations)",
-      "category": "constraint",
-      "parameters": {
-        "region_type": {
-          "type": "enum",
-          "values": [
-            "indoor",
-            "outdoor",
-            "foreground",
-            "background",
-            "left_half",
-            "right_half",
-            "top_half",
-            "bottom_half",
-            "center",
-            "edges"
-          ],
-          "required": true,
-          "description": "Which spatial region to exclude"
-        },
-        "exclusion_reason": {
-          "type": "string",
-          "required": true,
-          "description": "Why this region should be excluded"
-        },
-        "preserve_fully": {
-          "type": "boolean",
-          "default": true,
-          "description": "True = no changes, False = minimal changes only"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of regional exclusion"
-        }
-      },
-      "works_with": "Weather, lighting, color transformations",
-      "example": {
-        "region_type": "indoor",
-        "exclusion_reason": "Rain should only affect outdoor areas, not interior spaces",
-        "preserve_fully": true,
-        "description": "Apply rain effects only to outdoor regions, keeping indoor areas completely dry and unchanged"
-      }
-    },
-    {
-      "id": "conditional_transform",
-      "name": "Conditional Transform",
-      "description": "Constraint: Apply transformation only if a condition is met (NEW for complex transformations)",
-      "category": "constraint",
-      "parameters": {
-        "condition": {
-          "type": "string",
-          "required": true,
-          "description": "Condition to check (e.g., 'if window exists', 'if person is present', 'if outdoor scene')"
-        },
-        "then_action": {
-          "type": "string",
-          "required": true,
-          "description": "Action ID to apply if condition is true"
-        },
-        "then_parameters": {
-          "type": "object",
-          "default": {},
-          "description": "Parameters for the then_action"
-        },
-        "else_action": {
-          "type": "string",
-          "default": null,
-          "description": "Optional action ID to apply if condition is false"
-        },
-        "else_parameters": {
-          "type": "object",
-          "default": {},
-          "description": "Parameters for the else_action"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of conditional logic"
-        }
-      },
-      "works_with": "Any action can be conditional",
-      "example": {
-        "condition": "if windows are present in the scene",
-        "then_action": "weather_conditions",
-        "then_parameters": {
-          "weather_type": "heavy_rain",
-          "intensity": "heavy"
-        },
-        "else_action": "atmospheric_effects",
-        "else_parameters": {
-          "effect_type": "sparkles_magical",
-          "intensity": "moderate"
-        },
-        "description": "If windows exist, show rain outside; otherwise add indoor magical ambiance"
-      }
-    },
-    {
-      "id": "preserve_object_category",
-      "name": "Preserve Object Category",
-      "description": "Constraint: Keep all objects of a specific category unchanged (NEW for complex transformations)",
-      "category": "constraint",
-      "parameters": {
-        "category": {
-          "type": "enum",
-          "values": [
-            "furniture",
-            "electronics",
-            "plants",
-            "people",
-            "animals",
-            "vehicles",
-            "decorations",
-            "lighting_fixtures",
-            "artworks",
-            "appliances"
-          ],
-          "required": true,
-          "description": "Object category to preserve"
-        },
-        "preservation_level": {
-          "type": "enum",
-          "values": [
-            "full",
-            "position_only",
-            "appearance_only"
-          ],
-          "default": "full",
-          "description": "Full = no changes, position_only = can change appearance, appearance_only = can move"
-        },
-        "examples": {
-          "type": "array",
-          "default": [],
-          "description": "Specific object examples in this category"
-        },
-        "reason": {
-          "type": "string",
-          "required": true,
-          "description": "Why this category must be preserved"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of category preservation"
-        }
-      },
-      "works_with": "Theme, era, location transformations",
-      "example": {
-        "category": "electronics",
-        "preservation_level": "full",
-        "examples": [
-          "laptop",
-          "TV",
-          "smartphone"
-        ],
-        "reason": "Modern technology should remain visible in historical setting for anachronistic contrast",
-        "description": "Preserve all modern electronic devices exactly as they are while transforming room to Victorian era"
-      }
-    },
-    {
-      "id": "spatial_constraint",
-      "name": "Spatial Constraint",
-      "description": "Constraint: Apply transformation only to specific spatial regions (NEW for complex transformations)",
-      "category": "constraint",
-      "parameters": {
-        "apply_to": {
-          "type": "enum",
-          "values": [
-            "indoor_only",
-            "outdoor_only",
-            "left_half",
-            "right_half",
-            "top_half",
-            "bottom_half",
-            "foreground",
-            "background",
-            "center",
-            "edges"
-          ],
-          "required": true,
-          "description": "Where to apply the transformation"
-        },
-        "transformation_type": {
-          "type": "enum",
-          "values": [
-            "weather",
-            "lighting",
-            "color",
-            "fog",
-            "particles",
-            "any"
-          ],
-          "default": "any",
-          "description": "Which type of transformation this constrains"
-        },
-        "blend_edges": {
-          "type": "boolean",
-          "default": true,
-          "description": "Smoothly blend at region boundaries"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of spatial constraint"
-        }
-      },
-      "works_with": "Weather, lighting, atmospheric effects",
-      "example": {
-        "apply_to": "outdoor_only",
-        "transformation_type": "weather",
-        "blend_edges": true,
-        "description": "Apply heavy rain transformation only to outdoor areas visible through windows, with smooth transition at window edges"
-      }
-    },
-    {
-      "id": "sequence_transform",
-      "name": "Sequence Transform",
-      "description": "Compositional: Apply multiple transformations in a specific order (NEW for complex transformations)",
-      "category": "compositional",
-      "parameters": {
-        "steps": {
-          "type": "array",
-          "required": true,
-          "description": "Array of action IDs to apply in sequence",
-          "items": {
-            "type": "string"
-          }
-        },
-        "step_descriptions": {
-          "type": "array",
-          "default": [],
-          "description": "Natural language description for each step"
-        },
-        "order_matters": {
-          "type": "boolean",
-          "default": true,
-          "description": "Whether the sequence order is critical"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of the sequence"
-        }
-      },
-      "works_with": "Any combination of actions",
-      "example": {
-        "steps": [
-          "architecture_style",
-          "mood_lighting",
-          "atmospheric_effects"
-        ],
-        "step_descriptions": [
-          "First change architecture to Victorian",
-          "Then add candlelit warm mood lighting",
-          "Finally add fog particles for atmosphere"
-        ],
-        "order_matters": true,
-        "description": "Sequential transformation: Victorian architecture → candlelit mood → foggy atmosphere"
-      }
-    },
-    {
-      "id": "parallel_transform",
-      "name": "Parallel Transform",
-      "description": "Compositional: Apply multiple transformations simultaneously (NEW for complex transformations)",
-      "category": "compositional",
-      "parameters": {
-        "actions": {
-          "type": "array",
-          "required": true,
-          "description": "Array of action IDs to apply in parallel",
-          "items": {
-            "type": "string"
-          }
-        },
-        "action_descriptions": {
-          "type": "array",
-          "default": [],
-          "description": "Natural language description for each parallel action"
-        },
-        "blend_mode": {
-          "type": "enum",
-          "values": [
-            "additive",
-            "multiplicative",
-            "average",
-            "max_effect"
-          ],
-          "default": "additive",
-          "description": "How to combine effects when they overlap"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of parallel transformations"
-        }
-      },
-      "works_with": "Independent actions that don't conflict",
-      "example": {
-        "actions": [
-          "time_of_day",
-          "weather_conditions"
-        ],
-        "action_descriptions": [
-          "Change time to golden hour sunset",
-          "Add light rain with atmospheric wetness"
-        ],
-        "blend_mode": "additive",
-        "description": "Simultaneously apply sunset lighting and rain effects for rainy golden hour atmosphere"
-      }
-    },
-    {
-      "id": "graduated_effect",
-      "name": "Graduated Effect",
-      "description": "Compositional: Apply effect with gradual intensity variation across space (NEW for complex transformations)",
-      "category": "compositional",
-      "parameters": {
-        "effect_type": {
-          "type": "enum",
-          "values": [
-            "fog",
-            "lighting",
-            "color",
-            "saturation",
-            "brightness",
-            "blur",
-            "particles"
-          ],
-          "required": true,
-          "description": "Type of effect to graduate"
-        },
-        "gradient_direction": {
-          "type": "enum",
-          "values": [
-            "top_to_bottom",
-            "bottom_to_top",
-            "left_to_right",
-            "right_to_left",
-            "center_out",
-            "edges_in"
-          ],
-          "required": true,
-          "description": "Direction of gradient"
-        },
-        "intensity_start": {
-          "type": "number",
-          "default": 0,
-          "description": "Intensity at gradient start (0.0-1.0)"
-        },
-        "intensity_end": {
-          "type": "number",
-          "default": 1,
-          "description": "Intensity at gradient end (0.0-1.0)"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of graduated effect"
-        }
-      },
-      "works_with": "Atmospheric effects, lighting, color grading",
-      "example": {
-        "effect_type": "fog",
-        "gradient_direction": "bottom_to_top",
-        "intensity_start": 1,
-        "intensity_end": 0,
-        "description": "Apply dense fog at ground level that gradually fades to clear air at eye level and above"
-      }
-    },
-    {
-      "id": "layered_transformation",
-      "name": "Layered Transformation",
-      "description": "Compositional: Apply transformations in layers with blend modes (NEW for complex transformations)",
-      "category": "compositional",
-      "parameters": {
-        "base_layer": {
-          "type": "string",
-          "required": true,
-          "description": "Base transformation action ID"
-        },
-        "overlay_layers": {
-          "type": "array",
-          "required": true,
-          "description": "Array of overlay action IDs to apply on top",
-          "items": {
-            "type": "string"
-          }
-        },
-        "blend_modes": {
-          "type": "array",
-          "required": true,
-          "description": "Blend mode for each overlay layer",
-          "items": {
-            "type": "enum",
-            "values": [
-              "normal",
-              "multiply",
-              "screen",
-              "overlay",
-              "soft_light",
-              "hard_light",
-              "add"
-            ]
-          }
-        },
-        "layer_opacities": {
-          "type": "array",
-          "default": [],
-          "description": "Opacity for each overlay layer (0.0-1.0)"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of layered composition"
-        }
-      },
-      "works_with": "Color grading, mood lighting, atmospheric effects",
-      "example": {
-        "base_layer": "time_period_era",
-        "overlay_layers": [
-          "mood_lighting",
-          "atmospheric_effects"
-        ],
-        "blend_modes": [
-          "multiply",
-          "screen"
-        ],
-        "layer_opacities": [
-          0.8,
-          0.6
-        ],
-        "description": "Base Victorian transformation with mood lighting overlay (multiply) and magical particles overlay (screen)"
-      }
-    },
-    {
-      "id": "selective_blend",
-      "name": "Selective Blend",
-      "description": "Compositional: Blend source and target styles with varying ratios by region (NEW for complex transformations)",
-      "category": "compositional",
-      "parameters": {
-        "source_preserve_ratio": {
-          "type": "number",
-          "required": true,
-          "description": "How much to preserve from source (0.0-1.0)"
-        },
-        "target_apply_ratio": {
-          "type": "number",
-          "required": true,
-          "description": "How much to apply from target (0.0-1.0)"
-        },
-        "blend_regions": {
-          "type": "enum",
-          "values": [
-            "everywhere",
-            "architecture_only",
-            "objects_only",
-            "lighting_only",
-            "foreground",
-            "background"
-          ],
-          "default": "everywhere",
-          "description": "Which regions get blended"
-        },
-        "blend_algorithm": {
-          "type": "enum",
-          "values": [
-            "linear",
-            "smooth",
-            "sharp_transition",
-            "artistic"
-          ],
-          "default": "linear",
-          "description": "How to blend between source and target"
-        },
-        "description": {
-          "type": "string",
-          "required": true,
-          "description": "Natural language description of selective blending"
-        }
-      },
-      "works_with": "Any transformation that has source/target states",
-      "example": {
-        "source_preserve_ratio": 0.4,
-        "target_apply_ratio": 0.6,
-        "blend_regions": "architecture_only",
-        "blend_algorithm": "smooth",
-        "description": "Blend 40% modern and 60% Victorian style for architecture only, creating a transitional hybrid aesthetic"
-      }
-    }
-  ],
-  "metadata": {
-    "total_actions": 20,
-    "base_actions": 10,
-    "constraint_actions": 5,
-    "compositional_actions": 5,
-    "evaluation_actions": 0,
-    "max_actions_per_plan": 8,
-    "categories": {
-      "scene_level": [
-        "location_setting",
-        "architecture_style",
-        "time_period_era"
-      ],
-      "temporal_environmental": [
-        "time_of_day",
-        "season_cycle",
-        "weather_conditions"
-      ],
-      "atmosphere_mood": [
-        "mood_lighting"
-      ],
-      "visual_style": [
-        "color_grading",
-        "artistic_medium",
-        "atmospheric_effects"
-      ],
-      "constraint": [
-        "preserve_attribute",
-        "exclude_region",
-        "conditional_transform",
-        "preserve_object_category",
-        "spatial_constraint"
-      ],
-      "compositional": [
-        "sequence_transform",
-        "parallel_transform",
-        "graduated_effect",
-        "layered_transformation",
-        "selective_blend"
-      ]
-    },
-    "design_notes": {
-      "orthogonality": "Base actions control distinct dimensions; constraint/compositional actions modify or combine base actions",
-      "composability": "Combine 3-8 actions (2-3 base + constraints + compositional) for complex transformations",
-      "constraints": "Constraint actions modify HOW transformations are applied (preserve, exclude, conditionally)",
-      "composition": "Compositional actions define RELATIONSHIPS between multiple transformations (sequence, parallel, layered)",
-      "complexity": "Enables multi-step reasoning with preservation constraints and spatial logic"
-    },
-    "version_date": "2025-12-16",
-    "extends": "action_library_v2.json v2.0"
-  }
-}