{"repo":"csmar432/finai-research","free":true,"listed":false,"github":"https://github.com/csmar432/finai-research","clone":"git clone https://github.com/csmar432/finai-research.git","description":"Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.","language":"Python","stars":108,"topics":["finance","academic-research","causal-inference","did","difference-in-differences","econometrics","empirical-research","latex","open-science","panel-data"],"license":"MIT","category":"trading","readme_excerpt":"论文-研报工作流 · FinAI Research Workflow 研究主题一句话 → 收到可核验的 LaTeX 草稿。 Describe your research topic → receive a verifiable LaTeX draft. --- Quick Start (30 秒上手) 重要提示 ：缺少 DEEPSEEK API KEY 时， finai-pipeline 默认以退出码 4 退出（严格模式），并打印明确指引。可以用 finai-doctor 诊断配置来源。 PyPI: finai-research-workflow · 0.2.0a1 · MIT · 默认安装 pip install finai-research-workflow 不含 fastapi/streamlit（避免 PyJWT/apt 冲突） · Web 套件： pip install 'finai-research-workflow[web]' DOI: 10.5281/zenodo.21262689 Quick Demo This guided interface walkthrough shows the supported agent hosts, research-brief checkpoint, separate writing and empirical tracks, fail-closed data routing, and verifiable delivery package. It is intentionally not presented as a live research run and contains no mock coefficients, citations, or statistical claims. Regenerate it deterministically with python scripts/demo/gen quick demo.py ; see .github/demo/README.md for the visual contract. 一次输入 → 8 阶段流水线：想法生成 → 文献综述 → 新颖性验证 → 实证设计 → 数据获取 → 分析 → 论文写作 → 对抗性 Review。每阶段需研究者确认。 --- 3 个核心能力 --- --- 43 个 MCP 数据源 A 股财务 / 美股 / 宏观（FRED/IMF/世界银行） / 学术论文（OpenAlex/ArXiv），28 个无需 API Key 58 个计量模块 覆盖标准 DID / 交错 DID（CS/SunAb/Borusyak） / IV / RDD / 合成控制 / 面板 GMM，JF/JFE 级别稳健性检验 30 种期刊模板 JF / JFE / RFS / 经济研究 / 金融研究 / 管理世界，中英日德四国语言 ⚠️ AI 生成的因果识别策略、统计结果和引用必须由研究者独立核实后方可投稿。 ⚠️ Mock / synthetic data 默认禁用，只有用户明确授权后才能启用，且输出必须带有 ⚠️ MOCK DATA 标识。 --- 完整文档 : 使用指南.md · CLAUDE.md · 运行 python scripts/setup wizard.py --guided --- Why FinAI Research Workflow? - Built for economists, not generic AI ","default_branch":null,"files":null,"tree":[],"storefront":"/r/csmar432","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/csmar432/finai-research/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}