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Finance Paper Daily
by
snow-seamless
· GitHub ↗
· v1.0.0
· MIT-0
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Install in OpenClaw
/install finance-paper-daily
Description
每日金融学术论文自动抓取并生成 Excel 报告。从 arXiv (q-fin)、Semantic Scholar、OpenAlex、Google Scholar 四个来源获取最新金融领域论文（量化金融、资产定价、风险管理、算法交易、FinTech等），整理成格式化 Excel 文件保存到用户桌面，文件名为 YY...
README (SKILL.md)
Finance Paper Daily
每日金融学术论文抓取 → 桌面 Excel 报告。
数据源
| 来源 | API | 覆盖方向 |
|---|---|---|
| arXiv | 官方免费 | q-fin 全分类（量化金融） |
| Semantic Scholar | 官方免费 | 金融关键词全文搜索 |
| OpenAlex | 官方免费（无需 key） | Economics/Finance 概念 |
| Google Scholar | scholarly 库（非官方） | 广泛覆盖，尽力而为 |
使用方式
运行脚本：
pip3 install openpyxl scholarly --break-system-packages -q
python3 scripts/fetch_papers.py
输出
- 路径：
~/Desktop/YYYY-MM-DD_finance_papers.xlsx - Sheet1「每日论文」：按日期倒序，含标题/作者/摘要/来源/链接，颜色区分来源
- Sheet2「来源统计」：各来源论文数量汇总
注意
- 首次运行需安装依赖：
pip3 install openpyxl scholarly --break-system-packages - Google Scholar 抓取不稳定，失败时自动跳过
- 每次运行覆盖同一天的文件（重复运行安全）
Usage Guidance
This skill appears coherent, but review and run cautiously: (1) inspect scripts/fetch_papers.py before running. (2) Run inside a Python virtualenv rather than using --break-system-packages to avoid altering system packages. (3) Be aware the script will access the internet (arXiv, Semantic Scholar, OpenAlex, and Google Scholar via the scholarly scraper) and may auto-install openpyxl/scholarly from PyPI. (4) Google Scholar scraping is unofficial and may be rate-limited or blocked — expect intermittent failures. (5) If you prefer, copy the script to a controlled environment, confirm the install commands, and run with network access only to the listed public APIs.
Capability Analysis
Type: OpenClaw Skill
Name: finance-paper-daily
Version: 1.0.0
The skill bundle is designed to fetch academic papers from legitimate sources (arXiv, Semantic Scholar, OpenAlex, and Google Scholar) and generate an Excel report on the user's desktop. The Python script `scripts/fetch_papers.py` uses standard libraries for network requests and data processing, and while it performs automated package installation via `pip`, it targets only the necessary dependencies (`openpyxl`, `scholarly`) without any signs of malicious intent or data exfiltration.
Capability Assessment
Purpose & Capability
Name/description (fetch finance papers from arXiv, Semantic Scholar, OpenAlex, Google Scholar and produce an Excel on Desktop) align with the included script which queries those public APIs and builds an Excel file.
Instruction Scope
SKILL.md tells the user to install openpyxl and scholarly and run scripts/fetch_papers.py; the script performs only network calls to the stated APIs, local Excel generation, and writes to ~/Desktop. Note: Google Scholar access uses the scholarly library (unofficial scraping) and is explicitly documented as unstable; the script may auto-install missing Python packages at runtime.
Install Mechanism
No install spec in registry (instruction-only). The script may call pip at runtime (subprocess.check_call) to install openpyxl and scholarly if missing. This is expected for a Python script but means packages will be fetched from PyPI at runtime rather than a reviewed install manifest.
Credentials
The skill does not request environment variables, credentials, or access to system config paths. Its network calls go to public API endpoints (arXiv, semanticscholar.org, api.openalex.org) and use a mailto parameter with a placeholder email; no secret exfiltration is requested or present.
Persistence & Privilege
always:false and no modifications to other skills or system-wide settings. The script writes output only to the user's Desktop directory (created under the user's home) which is consistent with its purpose.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install finance-paper-daily - After installation, invoke the skill by name or use
/finance-paper-daily - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
首次发布：每日自动从 arXiv、Semantic Scholar、OpenAlex、Google Scholar 抓取金融学术论文，生成 Excel 报告保存到桌面
Metadata
Frequently Asked Questions
What is Finance Paper Daily?
每日金融学术论文自动抓取并生成 Excel 报告。从 arXiv (q-fin)、Semantic Scholar、OpenAlex、Google Scholar 四个来源获取最新金融领域论文（量化金融、资产定价、风险管理、算法交易、FinTech等），整理成格式化 Excel 文件保存到用户桌面，文件名为 YY... It is an AI Agent Skill for Claude Code / OpenClaw, with 160 downloads so far.
How do I install Finance Paper Daily?
Run "/install finance-paper-daily" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Finance Paper Daily free?
Yes, Finance Paper Daily is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Finance Paper Daily support?
Finance Paper Daily is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Finance Paper Daily?
It is built and maintained by snow-seamless (@snow-seamless); the current version is v1.0.0.
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