Find agent skills by outcome

Lighting/Atmosphere: dramatic natural light

weather as design (fog

Lighting: expressive

stage-like

Creative

Texture: gritty film grain

tactile elements (mud

Lighting/Blocking: noir-influenced practicals

hard key

Ultra-sharp cinematic stills (except where diffusion is specified)

coherent lighting

Contrast: low-to-medium

soft highlight roll-off.

Palette: subdued sepia/olive

cold cyan-gray

Texture: soft diffusion

theatrical surreal polish.

Contrast: medium contrast

dreamy glow and gentle bloom.

Contrast: high contrast with crisp

suspenseful shadows.

Palette: muted neutrals

cool grays

Contrast: bold tonal separation

punchy blacks.

Director-specific style and color grading (apply strongly per tile

unless the duplicate rule applies)

Palette: warm ambers

carnival reds

Lens/DOF: 35–50mm

controlled depth

Lens/DOF: normal to wide

staged tableaux

- Keep each person’s key identity traits consistent: face structure

hairstyle length/type

Each tile has a simple

readable label in the top-left corner

Director Variation Grid: One Still, Eight Auteur Re-Shoots

Create a single 3x3 grid image (square, 2048x2048, high detail).

- Allowed changes are ONLY cinematic treatment per director: framing

lens feel

Vary per director: framing

lens feel

9 equal tiles in a clean 3x3 layout

thin uniform gutters between tiles.

- If any identity attribute is ambiguous

default to matching the ORIGINAL exactly.

NEGATIVE: gender swap

femininize/masculinize