plan-mode

What problem does it solve?

Plan-mode provides a structured, repeatable plan to scientifically improve AEGIS model performance across ARC-Challenge, GSM8K, and GRPO-based rewards, coordinating multiple evaluation loops.

Core Features & Use Cases

• Plan-mode orchestrates ARC-Challenge improvements (robust answer extraction, timeout optimization, and prompt consistency), GSM8K sanity checks (data contamination, multi-seed stability, zero-shot assessment), and GRPO reward multi-objective design, plus AEGIS v2.5 integration.
• Use cases include running end-to-end improvement pipelines, ABC test automation, and cross-task generalization experiments to raise robustness and benchmark scores.

Quick Start

Initialize AEGISImprovementPlan and run ARC improvements, GSM8K sanity checks, GRPO optimization, and v2.5 integration steps in sequence.