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cedRiC874/README.md

你好，我是 cedRiC874

应用统计背景，专注 AI Agent 工程，关注Agent评测与权限控制。

  • ResearchOps Agent：受控的科研数据分析 Agent。同一组 16 道已知合成任务上，固定流程 16/16 且不调用模型；Agent 13 题通过、1 失败、2 无法判定。任务定义清楚时，先用固定流程。工具也通过 MCP 网关开放给外部客户端，写操作必须经本地 CLI 人工批准（真实客户端录像）。结果与范围

  • LongiEye AI Platform：儿童近视预测的工程化演示。在公开队列上用重复嵌套交叉验证、校准和 Holm 校正检验评估流程，保留阴性比较结果；不是临床部署证据。

  • 文章：如何设计一个不会骗你的 Agent 评测

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  1. researchops-agent researchops-agent Public

    Controlled scientific data analysis agent with evidence-bound statistics, human approval, audit trails, and reproducible evals.

    Python 1

  2. longieye-ai-platform longieye-ai-platform Public

    Privacy-first longitudinal myopia modeling engineering demo with FastAPI, tests, observability, and reproducible benchmarks.

    Python