A misty alien forest glows with bioluminescent flora at dusk

AI infers the variables: 16:9 % INPUT  reference(input_image_or_description).

% HARD RULES
single_coherent_world(true).
no_generic_biomes(true).
infer_all_atmosphere(true).
photorealistic_or_stylized_consistent(true).

% INFERENCE TARGETS
infer(biome)        :- climate_cues; flora_cues; light_quality.
infer(era)          :- architecture_style; technology_traces; material_aging.
infer(culture)      :- symbols; color_language; structural_motifs.
infer(time_of_day)  :- shadow_angle; sky_tone; ambient_temperature.
infer(weather)      :- cloud_formation; surface_wetness; wind_evidence.
infer(hidden_story) :- decay_patterns; abandoned_objects; overgrowth.
infer(sound_scape)  :- biome, era, weather.
infer(color_grade)  :- time_of_day, weather, emotional_tone.

% SHEET MODULES
module(establishing_wide_shot).
module(ground_level_perspective).
module(aerial_overview).
module(detail_texture_closeups).
module(time_of_day_variants).
module(weather_state_variants).
module(scale_reference_panel).
module(color_grade_swatch).
module(hidden_story_callouts).

% COMPOSITION
environment_fills_frame.
no_human_figures_unless_scale_required.
layered_depth(foreground, midground, background).
atmospheric_perspective_applied.
editorial_annotation_overlays.

% NEGATIVE CONSTRAINTS
forbid(stock_photo_lighting).
forbid(generic_fantasy_cliches).
forbid(flat_uninhabited_spaces).
forbid(inconsistent_era_mixing).
forbid(oversaturated_color).

% GOAL
goal_image :- render_location_sheet,
              satisfy_all_modules,
              maintain_world_consistency,
              infer_everything_from_reference,
              cinematic_production_design_quality.