LATTICE Autoresearch Ratchet Driver

What problem does it solve?

It automates a reproducible “ratchet loop” that turns a targeted section’s goal into a proposal, safely applies it only when a score improves, and records every decision for later debugging.

Core Features & Use Cases

• Single-section improvement cycle: Runs one autoresearch cycle for a chosen section (e.g., schema, api, frontend) while preventing concurrent runs via a single-writer lock.
• Unified-diff proposal with apply gating: Generates a unified diff using Codex, validates it with git apply --check, then accepts only if score_after > score_before.
• Full audit trail for diagnosis: Logs outcomes (accepted/rejected), diffs, scores, and events to Pixeltable harness tables for review and recovery from failures.

Quick Start

Ask the system to run one LATTICE autoresearch cycle for a specific section, for example: “Run one autoresearch ratchet cycle for the api section and report whether the proposal was accepted or rejected, including score_before and score_after.”