vc-marbles
OfficialIterative code convergence through diffusion.
AuthorVetCoders
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Iterative convergence of AI-generated code by running adaptive denoising loops that transform chaotic outputs into a coherent product, stopping only when entropy reaches zero.
Core Features & Use Cases
- Iterative denoising loops: measure residual entropy, target gaps, implement fixes, and re-denoise to converge to a complete solution with bounded iteration scopes.
- Convergence governance: supports supervisor/watchdog mode and specialized agent-based execution patterns (vc-delegate and vc-agents) with structured loop reports and convergence metrics.
- Robust state and safety: frontmatter-driven iteration limits, optional completion promises, and per-session state tracking to ensure repeatable progress across runs.
Use cases include iterative refactoring, incremental feature implementation, and systematic bug fixes in AI-assisted software projects.
Quick Start
Start a Marbles loop in your codebase and let it iteratively refine the output until convergence is achieved.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: vc-marbles Download link: https://github.com/VetCoders/vibecrafted/archive/main.zip#vc-marbles Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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