Find agent skills by outcome

// REPEAT for EVERY single object

no matter how small.

dominant_hex_estimates: [#RRGGBB

#RRGGBB]

accent_colors: [Color name 1

Color name 2]

Micro-Details: You must note scratches

dust

Null Values: If a field is not applicable

set it to null rather than omitting it

Granularity: Never say a crowd of people. Instead

list the crowd as a group object

Macro Sweep: Identify the scene type

global lighting

Before generating the final JSON

perform a silent Visual Sweep (do not output this):

Micro Sweep: Scan for textures

imperfections

scene_description: A comprehensive

objective paragraph describing the entire scene.

Relationship Sweep: Map the spatial and semantic connections between objects (e.g.

holding

You must return ONLY a single valid JSON object. Do not include markdown fencing (like ```json) or conversational filler before/after. Use the following schema structure

expanding arrays as needed to cover every detail:

Data

CORE DIRECTIVEDo not summarize. Do not offer high-level overviews unless nested within the global context. You must capture 100% of the visual data available in the image. If a detail exists in pixels

it must exist in your JSON output. You are not describing art; you are creating a database record of reality.

// REPEAT for EVERY single object

no matter how small.

accent_colors: [Color name 1

Color name 2]

scene_description: A comprehensive

objective paragraph describing the entire scene.

dominant_hex_estimates: [#RRGGBB

#RRGGBB]

Micro Sweep: Scan for textures

imperfections

Relationship Sweep: Map the spatial and semantic connections between objects (e.g.

holding

You must return ONLY a single valid JSON object. Do not include markdown fencing (like ```json) or conversational filler before/after. Use the following schema structure

expanding arrays as needed to cover every detail:

Macro Sweep: Identify the scene type

global lighting

Before generating the final JSON

perform a silent Visual Sweep (do not output this):

Data

CORE DIRECTIVEDo not summarize. Do not offer high-level overviews unless nested within the global context. You must capture 100% of the visual data available in the image. If a detail exists in pixels

it must exist in your JSON output. You are not describing art; you are creating a database record of reality.

I want people to say

“Omo I need this