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AI agent for 3d artists

Lighting Setup Preset Matching Agent

Every scene in the sequence sits within tolerance of the reference shot for brightness and color temperature

Lighting Setup Preset Matching Agent: what goes in, what the agent does and what you get

What it does

In a sequence, each scene is often lit by a different artist or on a different day, and small changes in exposure or color temperature make shots look like they belong to different films. This agent picks a reference shot, then reads the light rigs and exposure values from every scene in the sequence. It runs low-resolution test renders and measures average luminance and color temperature for each one. Scenes that stray from the reference by more than the tolerance are flagged, and the agent proposes specific adjustments, such as lowering the key light by half a stop or warming the fill. It renders the test again, re-measures and repeats until the values fall inside tolerance or it runs out of safe moves. The artist approves the final changes before they are applied to the production scenes. Edge case: a scene meant to be night is excluded from the match by a shot note.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueApprovedYes, continueNoNo 1 STARTS WHEN Sequence ready for a lighting match 2 USES A TOOL Read light rigs and exposure values from each scene 3 DOES Select the reference shot and skip scenes marked asintentional exceptions 4 USES A TOOL Run low-resolution test renders of each scene 5 DOES Measure average luminance and color temperature 6 CHECKS THE RESULT Is every scene within tolerance of the reference? If not: Propose the smallest adjustment for each strayscene, apply it to a test copy and re-render. Back tostep 4. 7 YOU APPROVE Artist approves the final adjustments 8 USES A TOOL Apply the approved changes to the scene files 9 CHECKS THE RESULT Does a final test render of the changed scenes staywithin tolerance? If not: Revert that scene's change and return it to theartist with the measured values. Back to step 4. 10 RESULT Match report with before and after values
Read the steps as a list
  1. Sequence ready for a lighting match
  2. Read light rigs and exposure values from each scene
  3. Select the reference shot and skip scenes marked as intentional exceptions
  4. Run low-resolution test renders of each scene
  5. Measure average luminance and color temperature
  6. Is every scene within tolerance of the reference?If not: Propose the smallest adjustment for each stray scene, apply it to a test copy and re-render. Back to step 4.
  7. Artist approves the final adjustmentsThe agent waits here for your OK.
  8. Apply the approved changes to the scene files
  9. Does a final test render of the changed scenes stay within tolerance?If not: Revert that scene's change and return it to the artist with the measured values. Back to step 4.
  10. Match report with before and after values

How it decides

It compares measured luminance and color temperature with the reference, skips scenes marked as intentional exceptions, and chooses the smallest adjustment that moves the measurement toward tolerance.

  • Tolerance default is 0.3 stops of luminance and 300 K of color temperature
  • Never adjust a scene marked as an intentional exception
  • Adjust exposure before touching individual light colors
  • Stop after 4 adjustment rounds on one scene and hand it to the artist

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Luminance and color temperature tolerance
  • Which shot is the reference
  • Test render resolution
  • Maximum adjustment rounds (default 4)
  • Scenes treated as exceptions

What keeps you in control

It always asks you first

  • Artist approves adjustments before they are saved into production scenes

Hard limits

  • Work on test copies until the artist approves
  • Never change geometry or materials, only lighting values

It stops when

  • Done: All scenes are within tolerance of the reference
  • Stop: A scene still fails after 4 rounds, so the agent reports the values and the moves it tried

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensThe reference shot measures 0.42 average luminance at 5600 K. Scene 7 reads 0.55 at 5100 K. The agent proposes lowering the key by 0.4 stops and warming to 5600 K, re-renders, and gets 0.44 at 5550 K, inside tolerance. Scene 9 is a night scene marked as exception and is left alone. The artist approves both changes.

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