Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Jwe Data Sources

ASecurity

Use when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC / input-output decomposition (KWW value-added, ADB / WIOD MRIO). Steers away from generic provincial panels toward internationally-credible sources.

1,052 stars
0 votes
0 copies
0 views
Added 6/5/2026
ai-agents

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jwe-data-sources --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jwe Data Sources?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Jwe Data Sources
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jwe-data-sources/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jwe-data-sources)

More formats (shields.io, HTML) on the badges page.

Download with Pro
Files
SKILL.md
---
name: jwe-data-sources
description: Use when choosing or defending the data behind a 《世界经济》 (The Journal of World Economy) manuscript — customs micro data (firm-product-destination), cross-country panels, and GVC / input-output decomposition (KWW value-added, ADB / WIOD MRIO). Steers away from generic provincial panels toward internationally-credible sources.
---

# 国际经济数据来源(jwe-data-sources)

> 《世界经济》(中国世界经济学会 + 中国社会科学院世界经济与政治研究所 IWEP 主办,1978 年创刊,月刊)是国内国际经济学/开放宏观重镇。本刊审稿人对**数据的"国际属性"**尤为敏感:换成《经济研究》/《金融研究》,一套省级或上市公司面板即可成稿;在本刊,数据本身必须带贸易/跨境/GVC 维度,否则"开放经济"立不住。基础事实见 `resources/journal-profile.md`,来源见 `resources/official-source-map.md`。

## 触发时机

- 数据只是一般省级 / 上市公司面板,不像国际经济研究
- 想做贸易 / GVC / 汇率题但不确定用哪套数据
- 审稿人可能质疑"数据是否匹配开放经济问题"

## 三类主力数据(对口本刊)

### 1. 海关 / 贸易微观(firm-product-destination)
- 中国海关进出口数据库(企业-HS 产品-目的国-年/月),可分**扩展 vs 集约边际**、单价(质量代理)、加成率
- 与工业企业库 / 税收库 / 企业信用库匹配(统一社会信用代码 / 名称 + 地址模糊匹配)
- 用途:贸易战转嫁、出口质量、加价率、贸易边际、进口中间品

### 2. 跨国宏观 / 国别面板
- 来源:World Bank WDI、IMF IFS / BOP / CDIS、UN Comtrade、CEPII(引力数据、BACI、距离/语言/边界)、Penn World Table
- 用途:引力模型、跨国增长 / 资本流动 / 汇率、国别异质性

### 3. 全球价值链 / 投入产出
- **KWW(Koopman-Wang-Wei)增加值贸易分解**:国内增加值、国外增加值、重复计算
- 多区域投入产出表(MRIO):**WIOD、ADB MRIO、OECD ICIO、Eora**
- 用途:GVC 位置 / 上游度、国内增加值率(DVAR)、增加值出口、生产分割

## 匹配与口径要点

- 海关库企业代码逐年变动,**跨年匹配**需谨慎;剔除中间商 / 贸易代理
- 进出口额币种与汇率口径统一;剔除异常单价
- GVC 分解须说明用哪张 MRIO、哪一年、行业聚合层次
- 跨国面板注意样本国构成、缺失值与极端值;引力需对零贸易处理(PPML)

## 复现要求(本刊特有)

- 本刊自 **2023 年第 10 期** 起推行**数据与程序代码公开**(官网/公众号),初审通过须提供电子版及原始数据与处理过程。
- 海关库等受限数据虽难公开原始微观记录,但**清洗脚本、变量构造、聚合代码须可复现**;用受限数据时说明获取渠道与口径。

## 自检清单

- [ ] 数据带明确国际属性(贸易 / 跨境 / GVC)
- [ ] 海关库匹配方法与样本清洗写清
- [ ] GVC 用了具体分解法(KWW)+ 具体 MRIO(WIOD/ADB/OECD)
- [ ] 跨国面板交代样本国、年份、缺失处理
- [ ] 关键变量(暴露度 / 加成率 / DVAR)构造可复现
- [ ] 代码/数据处理过程可按本刊公开政策提交

## 反模式

- 用一般省级面板做"开放经济"题,国际性靠控制变量
- 说"基于 GVC"却只有叙事、无任何分解
- 海关库不交代跨年匹配与中间商处理
- 引力模型用 OLS + log,零贸易直接丢弃(应考虑 PPML)

## 输出格式

```
【数据类型】海关微观 / 跨国面板 / GVC-MRIO | 一般国内(需升级)
【匹配/清洗】<方法> | 待补
【GVC 分解】KWW + WIOD/ADB/OECD | 仅叙事
【暴露度构造】<进口渗透/出口依赖/GVC联系>
【下一步】jwe-identification
```

Attribution

brycewang-stanfordbrycewang-stanford
View sourceMore from brycewang-stanford →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Caveman

Ultra-compressed communication mode that cuts output tokens while keeping technical accuracy. Levels: lite, full, ultra and the wenyan variants. Use for /caveman, "caveman mode", "talk like caveman", "be brief" or "less tokens".

1066601 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

686011 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3351 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

651 votes

math-skill

A comprehensive mathematical reasoning skill for AI assistants — handles arithmetic to research-level problems with rigorous step-by-step reasoning, systematic verification, and transparent uncertainty handling

381 votes
View all in ai-agents →