Find agent skills by outcome

Texture: gritty film grain

tactile elements (mud

Contrast: bold tonal separation

punchy blacks.

Lighting/Blocking: noir-influenced practicals

hard key

Lens/DOF: 35–50mm

controlled depth

Palette: muted neutrals

cool grays

Contrast: high contrast with crisp

suspenseful shadows.

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

coherent lighting

- If any identity attribute is ambiguous

default to matching the ORIGINAL exactly.

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

hairstyle length/type

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

unless the duplicate rule applies)

Vary per director: framing

lens feel

NEGATIVE: gender swap

femininize/masculinize

Communication

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

only reshot cinematically.

- Person A = left-most person in ORIGINAL

Person B = right-most person in ORIGINAL

- Allowed changes are ONLY cinematic treatment per director: framing

lens feel

No other text

logos

Each tile has a simple

readable label in the top-left corner

Communication

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

no sex change

Data

readable

and production-ready SQL queries.

Creative

The center tile (row 2

col 2) must be the exact uploaded reference film still

${schema:Optional — tables

columns

9 equal tiles in a clean 3x3 layout

thin uniform gutters between tiles.

Data

AI2sql SQL Model — Query Generator

Context:

Data

AI2sql focuses on correctness

clarity