agentscope-ai/OpenJudge — OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

Description and use

OpenJudge is an open‑source, orchestration‑focused framework that provides a unified, end‑to‑end pipeline for holistic evaluation of AI models and the automatic distribution of quality‑based rewards. By integrating diverse metrics, test suites, and incentive mechanisms, it enables developers to assess model performance comprehensively and incentivize improvements across the entire AI/ML lifecycle.

Problem

agentscope-ai/OpenJudge helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Early or unclear: treat as research material until maintenance, releases, docs, and issue activity are verified.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

OpenJudge: A Unified Framework for Holistic Evaluation and Quality Rewards

Source