fin-data-acquisition SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
fin-data-acquisition from csmar432/finai-research is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add csmar432/finai-research/fin-data-acquisition@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- csmar432/finai-research
- Path
.cursor/skills/fin-data-acquisition/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Jun 16, 2026
- Size
- 9,902 bytes
- Repository stars
- 108
- License
- MIT
根据REFINED_DESIGN.md中的变量定义，自动获取所需数据并生成可执行的回归分析脚本（Python/Stata）。.
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
# fin-data-acquisition
根据REFINED_DESIGN.md中的变量定义，自动获取所需数据并生成可执行的回归分析脚本（Python/Stata）。
## 触发条件
- 关键词: `获取数据` `数据获取` `data acquisition` `下载数据` `数据准备` `实证数据`
- Skill语法: `Skill: fin-data-acquisition`
- 前置条件: 已完成 `REFINED_DESIGN.md` (研究设计文档)
## 核心原则
### 禁止行为 (未经用户明确授权不得执行)
```
❌ 静默回退到模拟数据
❌ 自动生成虚假回归结果
❌ 在用户未同意情况下继续流水线使用模拟数据
❌ 跳过数据源预检查直接获取数据
```
### 数据源预检查 (强制执行)
在任何数据获取前，必须先运行数据源检查：
```python
from scripts.data_source_checker import DataSourceChecker, DataRequirement
# 第一步：定义数据需求
requirements = [
DataRequirement(
name="financial_data",
user_facing_name="A股财务数据",
description="ROA、资产负债率、企业规模、研发投入",
sources=["tushare", "wind", "csmar", "akshare"],
required=True,
),
DataRequirement(
name="esg_data",
user_facing_name="ESG评级",
sources=["msci", "商道融绿", "华证"],
required=False,
),
DataRequirement(
name="macro_data",
user_facing_name="宏观数据",
sources=["user-financial", "user-wb-data", "user-imf-data"],
required=True,
),
]
# 第二步：运行数据源检查
checker = DataSourceChecker()
results = checker.check(requirements)
# 第三步：展示可用性报告
checker.print_report(results)
```
…Read the whole file at its exact version.
How to install
mdr add csmar432/finai-research/fin-data-acquisition@sha256:03bd0a8ffd183874The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_npyj4edqxui2npug)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jun 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9902 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
csmar432/finai-research · 108 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_npyj4edqxui2npug GET https://markdownregistry.com/api/v1/resolve?ref=csmar432/finai-research/fin-data-acquisition GET https://markdownregistry.com/api/v1/blob/03bd0a8ffd1838749d61d48e0ad0cde0b2e9dc7a40d1f469c8656dcbba89f587
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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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