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Visual-fidelity loop for 3D scenes v1.0.0

Use this resource to build a 3D scene that matches concept art, iterating on screenshots

New

  • 482 downloads
  • 227 likes
  • 144 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install 3d-scene-fidelity-loop

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent generates reference concept art, builds the scene, takes a screenshot and has it judged against the concept on a graded scale. It repeats until convergence, within the time budget. You get a 3D scene that gets closer to the target concept.

Mostly picked by

Updated November 2, 2026

Card for the “Visual-fidelity loop for 3D scenes” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: target, concept art, time budget and build loop
  • SKILL.md: screenshot, self-check and the judge's criteria

Good fit for

  • You want a 3D scene that closely matches a concept
  • You regularly compare a build against a visual reference

Not for

    Tags

    • 3d
    • webgl
    • concept-art
    • iteration
    • rendering

    About

    You say

    “Build a 3D village scene at sunset, aiming at this concept art.”

    Card for the “Visual-fidelity loop for 3D scenes” skill

    Skill published by Anshu Chimala (adapted by Nous Research) under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to build a 3D scene that matches concept art, iterating on screenshots
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE.txt1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md13.6 KB

    Origin and licence

    Listed unmodified

    Author
    Anshu Chimala (adapted by Nous Research)
    Source
    github.com/nousresearch/hermes-agent/tree/0c74cc682dc81bf78b78a1737b3ee77a820ccb79/optional-skills/creative/dream-loop
    Licence
    MIT

    Notice

    « dream-loop » (Anshu Chimala (adapted by Nous Research), MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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