Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric

AdaRubric: Adaptive Dynamic Rubric Evaluator for Agent Trajectories

Rubric-driven AI homework grading system built as a Claude Code Skill. Score student submissions with CoT reasoning, bias mitigation, and PDCA quality cycle.

AskBench: LLM question-asking/clarification benchmark & dataset with evaluation and training code (paper: arXiv 2602.11199).

Universal quality evaluation plugin for Claude Code — 7-dimension scoring (correctness, completeness, adherence, efficiency, safety), configurable rubrics, threshold blocking, auto-hooks & /judge command.

Automated rubric-based reward modeling framework with evolutionary search, tail-focused objectives and budget-aware evaluation.

A time-saving tool for generating somewhat specialized comments as feedback for large numbers of people

A Simple Python Script that quickly generates custom Marksheets

Pytest plugin for semantic PASS/FAIL checks using LLM-as-a-Judge

Tool for educators to generate formatted essay feedback reports

Agent-first framework for evaluating LLM outputs. Point your AI coding agent at this repo for an interactive 8-phase workflow.

A sleek Streamlit-based auto-grader that lets instructors build a rubric in a simple table, upload student discussion files, and instantly generate final grades with downloadable reports.