A free tool to help teachers create custom rubrics

Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric

Open-source self-hosted web tool for evaluating Agent Skills with rubric scores, Deep Review, and improvement suggestions.

Gets canvas rubric with grades using the CLI.

Export grades from assignment using advanced grading methods in excel format

Rubric is a domain specific language for specifying constraints and validating AI-generated code.

A Claude Code skill that adds a rubric-based eval layer to any agent project. Framework-agnostic — generates rubric, test cases, judge prompt, and harness. Returns a weighted score plus a judge-leniency signal.

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.

Context-compensation scaffold for LLM evaluation prompts — disclose, gate on evidence, hedge on thin

Рубрики для доски объявления

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

Reward model engineering harness for evolutionary rubric search, deployable RM artifacts, online scoring, and RL experiment lineage.

Customize, manage templates of rubrics and fast grade HTML/PDF files

Reusable LLM evaluation recipes and deterministic graders.

(Findings of ACL 2025) TabXEval: an exhaustive, explainable rubric + two-phase framework (TabAlign → TabCompare) for table evaluation with TabXBench.

Coders' creed

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