circadian-evolution
CommunityCircadian self-improvement cycle for agents.
AuthorArry8
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates ongoing self-improvement cycles for AI agents by orchestrating a circadian loop that alternates intense daytime tasks with nightly refinement and morning reboot, reducing data noise and increasing model density.
Core Features & Use Cases
- Orchestrates circadian cycle: day grind, evening analysis, night training, morning reboot for continuous improvement.
- Detects data saturation, prune overfitting, and fine-tunes models using LoRA/Unsloth/pruning on daily errors with 24/7 scheduling.
- Supports 24/7 operation via cron/background, with optional Colab or local GPU training for scalable experimentation.
Quick Start
Enable the circadian protocol and configure the required libraries and scheduling to start the first night training.
Dependency Matrix
Required Modules
unslothpefttorch
Components
scripts
💻 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: circadian-evolution Download link: https://github.com/Arry8/openclaw-edge/archive/main.zip#circadian-evolution Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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