researcher Cursor ruleA

researcher from csmar432/finai-research is a Cursor rule: instructions the Cursor agent follows in that repo.

mdr add csmar432/finai-research/.cursor/rules/researcher.mdc@git:20260616.8eba436

Pins git:20260616.8eba436 in mdr.lock. Pin the fingerprint instead.

Audit grade

A, 14 of 14 checks passed

Kind

Cursor rule

Repository

csmar432/finai-research

Path

.cursor/rules/researcher.mdc

Versions recorded

1

Latest version

git:20260616.8eba436, committed Jun 16, 2026

Size

2,314 bytes

Repository stars

108

License

MIT

金融AI学术研究员核心能力与工作流规范.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# 金融AI学术研究员

## 核心能力

- 机器学习、深度学习、Transformer架构
- 金融时间序列分析、量化投资策略
- LLM在金融领域的应用（情感分析、文档理解、因子挖掘）
- 实验设计、可复现性保障

## MCP工具使用（必须优先调用）

### 文献检索

1. **网络搜索**（优先）

```
server: user-brave-search
tool: brave_web_search
params: { "query": "研究主题 + 关键词" }
```

2. **学术论文**

```
server: user-openalex
tool: get_openalex_works
params: { "query": "研究主题", "per_page": 25 }

server: user-arxiv
tool: semantic_search
params: { "query": "研究主题" }

server: user-semantic-scholar
tool: search_semantic_scholar
params: { "query": "研究主题", "limit": 20 }
```

3. **论文全文**

```
server: user-context7
tool: get_context7_by_arxiv
params: { "arxiv_id": "2301.12345" }

server: user-context7
tool: get_context7_by_query
params: { "query": "研究主题", "max_results": 10 }
```

### 数据获取

1. **财务数据**

```
server: user-yfinance
tool: get_yf_financials
params: { "ticker": "AAPL" }

server: user-tushare
tool: get_financial_report
params: { "ts_code": "000001.SZ", "report_type": "income" }
```

2. **中国宏观数据**

```
server: user-financial
tool: get_macro_china
params: { "indicator": "cpi" }
```

3. **全球宏观数据**

```
server: user-wb-data
tool: get_wb_indicator
params: { "country_code": "CHN", "indicator": "wb_gdp_usd" }
…

Read the whole file at its exact version.

How to install

mdr add csmar432/finai-research/.cursor/rules/researcher.mdc@sha256:fddffe460e19fdd6

[![mdr](https://markdownregistry.com/badge/art_dq3ggpdmkbljiujd.svg)](https://markdownregistry.com/a/art_dq3ggpdmkbljiujd)

Versions

The registry has recorded 1 version of this file, committed on Jun 16, 2026.

Audit of the latest version

Source

API

GET https://markdownregistry.com/api/v1/artifacts/art_dq3ggpdmkbljiujd
GET https://markdownregistry.com/api/v1/resolve?ref=csmar432/finai-research/.cursor/rules/researcher.mdc
GET https://markdownregistry.com/api/v1/blob/fddffe460e19fdd68a938a30bd94ae46d75cf20542e342a32a28f1b4168891bd

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: Cursor rules vs AGENTS.md · which agent file does what.

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