←Leaderboard/Gaming/dream-loop
Last commit on September 9, 2026·Created on September 7, 2026

achimala/dream-loop

“Build visuals by iterating against generated references.”
Combined rank
#268
across all skills
In Gaming
#11
category rank
Stars
1.8k
+3.0% in last 7d
Forks
179
+2.9% in last 7d
Watchers
8
0.0% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

Dream Loop provides a process for building games and applications where the final visual output matches a generated rendering. It is designed for developers and technical artists who need to translate descriptive prompts into high-fidelity graphical environments.

The workflow begins by creating a dream version of the request via image generation, then iteratively refining the build until the live screenshot aligns with the target image.

WHO IT'S FOR
Game developers
building high-fidelity 3D game environments
Technical artists
matching live renders to target images
AI agent builders
implementing visual feedback loops for agents
3D app developers
rapidly prototyping high-end 3D interfaces
Repository contents

1 skill file

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill

Follow the documented setup, then try a first task.

Install dream-loop with npx

Installs: The dream-loop skill from the achimala/dream-loop repository. · Codex

Before you start
  • An AI agent with access to image generation, either built in or through an API.
  • Vision input.

Platform: Currently tested only with GPT-6 Astra in Codex; other models are not confirmed by the author.

  1. Run this command in a terminal:

    npx skills add achimala/dream-loop
README.md ↗ · Checked Nov 5, 2026SKILL.md ↗ · Checked Nov 5, 2026

Give it something to do.

Suggested first task

Create a visual target for an app or game

Uses dream-loop

  • <PROJECT_PATH>: path to the existing project or the directory for a new project.
  • <VISUAL_DIRECTION>: description of the desired game, app, or scene.
  • Image-generation access and vision input, or a user-supplied target image.
  • Coding subscription tier so the skill can select its documented Plus or Pro workflow.
Use the dream-loop skill for the project at <PROJECT_PATH>. The angle-bracketed value is a placeholder for my project directory. My visual direction is: <VISUAL_DIRECTION>. Determine the appropriate Plus or Pro workflow, inspect whether this is an existing product or a fresh project, and create the realistic target screenshot at `.dream-loop/target.png`. If image generation is unavailable, stop and ask me to provide the target image or connect an image-generation API. For this first task, stop after the target image is ready and explain the next comparison-and-build step.
README.md ↗ · Checked Nov 5, 2026SKILL.md ↗ · Checked Nov 5, 2026