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rlresearch / dr-tulu

Official repository for DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

▲ ~7/7d ★ 722 Python 13d ago
wanshuiyin / HERO-Anti-OverDefense

HERO = Hashing · Edge cases · Rubrics · Overbuild — the four shapes coding agents over-defend in. A paste-in contract that stops them. Works with Claude Code, Codex, Antigravity, Cursor, Copilot, Windsurf, Gemini CLI.

▲ ~7/7d ★ 514 Markdown 5d ago
erictrainnlpinxihu / Grader-agent

Grader 的 agent 采用五阶段主循环:perceive→plan→act→observe→respond,由 harness 驱动。模型只决定意图与置信度,路由、工具集、风险等级由代码钉死。act 分只读 ReAct、RAG、人工提案、批量初批。四个写动作不在工具表,只能产提案。批改输出结构化 GradingDraft,逐条绑定 rubric 与段落 hash,保证可重放。

▲ ~0/7d ★ 92 Python 24d ago
tomnio / rubric

Schema-first structured extraction from LLMs — validated JSON from one call or a 150-page document.

▲ ~0/7d ★ 85 TypeScript 24d ago
ZJU-REAL / PaperGym

Rubric-Centered Framework for Research-Plan Generation

▲ ~0/7d ★ 74 Python 7d ago
shulin16 / v-rubrics

[EMNLP 2026] Official implementation of V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning.

▲ ~0/7d ★ 60 Python 1mo ago
henryyu333 / assignment-check

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.

▲ ~0/7d ★ 53 1mo ago
zjunlp / AutoSciRub

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

▲ ~0/7d ★ 41 Python 5d ago
shaharia-lab / jev-cli

Command-line tool for TypeSafe AI's Jev model. Ask yes/no, multiple-choice and rubric questions about any text and get calibrated probabilities back. Answers become exit codes for shells and CI, JSON for scripts, and MCP tools for AI agents.

▲ ~0/7d ★ 37 Rust 3d ago
jianruntech / geo-score

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.

▲ ~0/7d ★ 31 Python 3d ago