explore-cycle

What problem does it solve?

Autonomous multi-cycle exploration loop coordinates end-to-end reasoning and action across a decision-tree of leaves. It drives method selection, research, artifact write, red-team review, verdict application, tree state flipping, row appending, and commit cycles, iterating until predefined stop conditions fire. Use after the charter is sealed; pass a leaf-id as the second argument for single-cycle operation.

Core Features & Use Cases

• End-to-end cycle orchestration across multiple leaves, coordinating planning, research, artifact capture, and reviews with deterministic outcomes.
• Single-cycle mode to hand-resolve a specific leaf by providing a leaf-id as the second argument.
• Safe, auditable execution with per-cycle frame captures, artifact validation, and git-based traceability.
• Use case: teams automate iterative hypothesis testing and decision logging within evolving exploration trees.

Quick Start

Run the autonomous exploration loop on exploration/$ARGUMENTS.