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 Tables Figures

ASecurity

Use when finalizing the main tables and figures of a 《世界经济》 (The Journal of World Economy) manuscript — trimming over-wide regression tables, standardizing notes / clustering / significance, and presenting open-economy-specific objects (event-study plots, gravity tables, GVC decompositions). Use after results are settled.

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-tables-figures --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Jwe Tables Figures?

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

Security grade badge for Jwe Tables Figures
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-jwe-tables-figures/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-jwe-tables-figures)

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

Download with Pro
Files
SKILL.md
---
name: jwe-tables-figures
description: Use when finalizing the main tables and figures of a 《世界经济》 (The Journal of World Economy) manuscript — trimming over-wide regression tables, standardizing notes / clustering / significance, and presenting open-economy-specific objects (event-study plots, gravity tables, GVC decompositions). Use after results are settled.
---

# 表格与图(jwe-tables-figures)

## 触发时机

- 主表列数过多、信息过载,审稿人抓不到主结果
- 表注不规范(标准误层次、显著性、样本量缺失)
- 有事件研究 / 引力 / GVC 分解但展示方式不专业

## 主表原则

- **一张主表讲一个故事**:基准 + 关键稳健,控制 vs 不控制对比,4–6 列为宜,别堆到 10+ 列
- 每列报告:系数、标准误(注明聚类层次)、固定效应行、观测数、R²/拟合
- 显著性符号统一(*/**/***)并在表注定义;系数保留合理小数位
- 完整控制变量、次要稳健性放附录或备索

## 开放经济专属图表

| 对象 | 规范要点 |
|------|----------|
| **事件研究图** | 横轴相对处理期,含置信区间,处理前系数应近零(平行趋势) |
| **引力回归表** | 注明 PPML、固定效应结构(出口国×年、进口国×年、国家对)、零贸易处理 |
| **GVC 分解** | 注明分解法(KWW)、用哪张 MRIO 与年份、单位口径 |
| **shift-share** | 报告 exposure-robust 标准误,必要时附 Rotemberg 权重表 |
| **暴露度地图 / 分布** | 标注暴露度定义与数据来源 |

## 图的规范

- 《世界经济》为中文月刊(IWEP + 中国世界经济学会主办):图表标题 / 注 用中文;变量定义清晰;可黑白打印仍可读(投稿前以官网最新版式要求为准)
- 不用花哨配色掩盖信息;坐标轴、单位、图例齐全
- 数据来源与样本期在图注标明

## 自检清单

- [ ] 主表 ≤ 6 列,主结果一眼可见
- [ ] 每表注明标准误聚类层次与显著性定义
- [ ] 固定效应、观测数、拟合优度齐全
- [ ] 事件研究图含 CI 且处理前近零
- [ ] 引力 / GVC / shift-share 表注明方法与口径
- [ ] 所有图表有数据来源与样本期

## 反模式

- 主表 10+ 列堆所有变量
- 表注不写聚类层次
- 事件研究图无置信区间
- 引力表不写是否 PPML

## 输出格式

```
【主表列数】X(建议 ≤6)
【表注规范】聚类□ 显著性□ FE□ N□
【专属图表】事件研究□ 引力□ GVC□ shift-share□
【数据来源标注】齐 / 缺
【下一步】jwe-policy-implication
```

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 →