Find agent skills by outcome

Lens/DOF: wider lenses

spontaneous off-center composition.

Texture: raw 16mm/35mm energy

imperfect and alive.

Palette: subdued sepia/olive

cold cyan-gray

Lighting: expressive

stage-like

Contrast: medium contrast

occasional slightly overexposed highlights.

Palette: bold primaries (red/blue/yellow) punctuating neutrals

or intentionally flat natural colors.

Lighting: strong key with dramatic falloff

emotionally intense portraits.

Lens/DOF: 50–85mm

tighter framing

Contrast: medium contrast

dreamy glow and gentle bloom.

Texture: soft diffusion

theatrical surreal polish.

Contrast: bold tonal separation

punchy blacks.

Vary per director: framing

lens feel

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

coherent lighting

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

unless the duplicate rule applies)

Palette: muted neutrals

cool grays

Contrast: high contrast with crisp

suspenseful shadows.

Lens/DOF: 35–50mm

controlled depth

Lighting/Blocking: noir-influenced practicals

hard key

Palette: warm ambers

carnival reds

Lens/DOF: normal to wide

staged tableaux

- If any identity attribute is ambiguous

default to matching the ORIGINAL exactly.

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

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

No other text

logos

${preferences:Optional — joins vs subqueries

CTE usage