Find agent skills by outcome

Lighting/Atmosphere: dramatic natural light

weather as design (fog

Texture: soft diffusion

theatrical surreal polish.

Lens/DOF: normal to wide

staged tableaux

Contrast: high contrast with crisp

suspenseful shadows.

Lens/DOF: 35–50mm

controlled depth

Lighting/Blocking: noir-influenced practicals

hard key

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

unless the duplicate rule applies)

Contrast: bold tonal separation

punchy blacks.

Each tile has a simple

readable label in the top-left corner

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.

- Allowed changes are ONLY cinematic treatment per director: framing

lens feel

- Person A = left-most person in ORIGINAL

Person B = right-most person in ORIGINAL

NEGATIVE: gender swap

femininize/masculinize

Creative

The center tile (row 2

col 2) must be the exact uploaded reference film still

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

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

Vary per director: framing

lens feel

Communication

- Each tile must keep Person A/B/C as the same individuals (same gender presentation and identity)

only reshot cinematically.

Communication

- Do NOT change any person’s gender or gender presentation. No gender swap

no sex change

No other text

logos

Creative

If the director of the uploaded film still is one of the 8 directors listed below

then the tile for that same director must be an exact duplicate of the ORIGINAL center tile

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

hairstyle length/type

- If schema details are missing

infer reasonable relationships

${preferences:Optional — joins vs subqueries

CTE usage