rubric

Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.

AdaRubric: Adaptive Dynamic Rubric Evaluator for Agent Trajectories

A local-first, evidence-linked assignment planner.

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.

Hermes Agent skill for grading SOUL.md identity files with a research-backed rubric and public-safe field guide.

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

提交前按老师要求逐条检查作业的开源 Agent Skill · Pre-submit assignment checker for briefs, rubrics, evidence, citations, code and data.

Deterministic rubric engine for AI response review - weighted criteria, evidence-backed scores, stable rankings, Python and C# runtimes.

Keep growing TypeScript codebases maintainable. Trellis measures complexity, duplication, and import cycles, pinpoints structural debt, and tracks regressions offline.

Lightweight LLM evaluation framework for Ruby

Open Rubric System: Scaling Reinforcement Learning with Pairwise Adaptive Rubric

Run Pro Codex skill stack for project-folder execution, academic delivery, audit, revision, and paper-to-PPT workflows.

A free tool to help teachers create custom rubrics

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

A 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.

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.

Gets canvas rubric with grades using the CLI.