autonomous-cycle

What problem does it solve?

This Skill automates recurring decision-making processes for projects, ensuring continuous progress and adaptation by analyzing project state and executing the most impactful action.

Core Features & Use Cases

• Seed-Driven Analysis: Loads project state from a seed.json file and integrates data from various sources (git logs, files, audits).
• Automated Decision Making: Ranks and selects a single, high-priority action based on project tensions, potential, and momentum.
• Use Case: A research project can use this Skill to automatically identify the next most promising experiment to run based on recent findings and theoretical contradictions, then execute it and update the project's direction.

Quick Start

Run the autonomous cycle to decide and execute the next best action for the project.