fin-lit-review SKILL.md skillA
fin-lit-review 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-lit-review@git:20260712.ce45dd4Pins git:20260712.ce45dd4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- csmar432/finai-research
- Path
.agents/skills/fin-lit-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260712.ce45dd4, committed Jul 12, 2026
- Size
- 7,393 bytes
- Repository stars
- 108
- License
- MIT
经济金融领域的系统性文献综述。整合 Semantic Scholar + ArXiv + OpenAlex + NBER 构建引文网络，识别研究缺口，生成结构化文献地图。.
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
# 经济金融系统性文献综述
整合多源学术数据库，构建引文网络，识别研究缺口。
## 核心功能
- **多源并行检索**：OpenAlex / ArXiv / NBER / 百度学术
- **PRISMA 筛选流程**：Inclusion/Exclusion 标准透明
- **引文网络构建**：NetworkX 有向图，可视化知识结构
- **研究缺口识别**：LLM 分析 + 人工标注
- **结构化输出**：LIT_REVIEW.md / LIT_SUMMARY.md / CITATION_GRAPH.json
## 工作流程
### Step 1: PICO 解析
将研究问题拆解为 PICO 四要素：
```
P (Population): 研究对象 — 企业/投资者/银行/政府
I (Intervention): 处理变量 — 政策/工具/事件
C (Comparator): 对照组 — 处理前/未受政策影响
O (Outcome): 结果变量 — 创新/绩效/风险/效率
```
示例输入：`"碳排放权交易对企业绿色创新的影响"`
→ PICO: P=制造业企业, I=碳排放权交易试点, C=非试点企业, O=绿色专利/研发投入
### Step 2: 多源并行检索
使用以下 MCP 工具并行搜索：
#### OpenAlex（优先，推荐 50 篇）
```python
server: user-openalex
tool: get_openalex_works
params: {
"query": "carbon trading OR carbon emission trading green innovation",
"per_page": 50,
"sort": "citation_count"
}
```
#### ArXiv（预印本，最新方法）
```python
server: user-arxiv
tool: semantic_search
params: {
"query": "carbon trading innovation policy effect DID",
"max_results": 30
}
```
#### NBER（工作论文，高质量）
```python
server: user-nber-wp
tool: get_nber_papers
params: {
"category": "corporate finance OR environmental economics",
"year_from": 2021
}
```
#### 中文文献（百度学术 + CNKI）
```python
…Read the whole file at its exact version.
How to install
mdr add csmar432/finai-research/fin-lit-review@sha256:08470494fd5b5e84The line at the top of this page pins the label git:20260712.ce45dd4, 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_jzn3tdwduexusljw)
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Versions
The registry has recorded 1 version of this file, committed on Jul 12, 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 (7393 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_jzn3tdwduexusljw GET https://markdownregistry.com/api/v1/resolve?ref=csmar432/finai-research/fin-lit-review GET https://markdownregistry.com/api/v1/blob/08470494fd5b5e84655ab16b1ec31311f47e8a07c7820edc9401732dc2a4aeb8
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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