makecindy
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cindy
Cindy is an open-source AI agent that runs locally on your machine, integrates multiple AI harnesses and models, and provides memory, skills, and automation to perform real work in your projects and apps.
img2threejs
img2threejs reconstructs a 3D object from a single reference image as a procedural Three.js model using code-only, token-efficient, staged pipeline with quality gates, producing animation-ready Three.js groups.
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7,414
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564
Open issues
18
License
Apache-2.0
Last updated
2026-07-28
AI repository intelligence
FR-AI / ANALYSISWhy it is worth attention
It uniquely combines detail-first analysis, strict quality gates, and deterministic scripts to achieve token-efficient 3D reconstruction from a single image, avoiding heavy dependencies and mesh extraction.
Who it is for
- developers building interactive 3D web experiences
- AI/agent developers using Claude Code or similar coding agents
- game developers needing procedural 3D assets from reference images
- 3D artists and designers who want quick procedural models from photos
Use cases
- generating animation-ready 3D models for web games and demos
- creating procedural replicas of real-world objects for interactive portfolios
- rapid prototyping of hard-surface objects from images for visualization
- educational demonstrations of 3D reconstruction via code
Strengths
- Token-efficient: uses deterministic scripts for validation, gating, and image processing, reserving model tokens only for visual judgment and code generation
- Zero dependencies: pure Python 3.10+ standard library, no pip install needed
- Strict quality gates: detail inventory and strict-quality validation prevent underspecified models before code generation
- Animation-ready output: exposes runtime hierarchy with pivots, sockets, colliders via userData.sculptRuntime
Considerations
- Single image cannot reveal hidden geometry; output is approximate or low-poly for unseen faces
- Strongest for hard-surface objects; character reconstructions are stylized, not photorealistic
- Requires agent environment (e.g., Claude Code) with browser rendering capabilities for side-by-side review
README quick start
Quick start
Description
Rebuild the object in a reference image as a code-only, procedural, quality-gated, animation-ready Three.js model. Token-efficient image-to-3D.
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