AdaRubric: Adaptive Dynamic Rubric Evaluator for Agent Trajectories

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

A survey of rubrics across the evolving LLM landscape.

Auto-Rubric as Reward: From Implicit Preference to Explicit Generative Criteria

A free tool to help teachers create custom rubrics

Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric

Bilingual Codex skills for source-grounded academic writing, conservative audit, format-preserving revision, paper-to-PPT delivery, and final submission cleanup.

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

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.

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.

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

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

Рубрики для доски объявления

Evaluate Claude Code and Codex skill directories with deterministic rubric checks and graded, fixable reports.

Context-compensation scaffold for LLM evaluation prompts. A short language prefix you prepend so the model discloses prior exposure, scores on quoted evidence only, and hedges on thin evidence — for scorers that can see your CLAUDE.md, memory, or session context. Backend-agnostic. Experimental: variance-reduction effect not yet measured.

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