Refactor grader to use openenv.core.rubrics.WeightedSum + Rubric subclasses

Acknowledge OpenEnv Rubric system conformance gap

Fix max_new_tokens for CoT format + add eval-only HF Jobs script

Algorithm Distillation: grader v2 with belief_accuracy + SFT pipeline

docs: iteration journal with hypothesis/result/root-cause/fix per iter