godel-machine
OfficialSelf-improving agents proved to be beneficial.
Authorplurigrid
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Introduces the Gödel Machine paradigm: agents that can rewrite parts of themselves only after a formal proof shows the rewrite will improve utility.
Core Features & Use Cases
- Formal verification loop: integrate a prover (Lean4/Coq) to validate safe updates.
- Darwin Gödel Machine: open-ended evolution with proof-carrying safety.
- Use Case: evolve a policy in a controlled loop, guaranteeing monotonic improvement.
Quick Start
Create a candidate policy and verify improvement via a theorem prover; implement mutations via a Lean/Python toolchain.
Dependency Matrix
Required Modules
Lean4Python
Components
Standard package💻 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: godel-machine Download link: https://github.com/plurigrid/asi/archive/main.zip#godel-machine Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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