Agent skill · Testing & QA

imfer-tables-figures

Use when an IMF Economic Review (IMFER) manuscript's exhibits must communicate an international-macro result to a dual academic/policy audience — transparent country coverage, readable cross-country panels, no significance asterisks. Builds the exhibits; it does not run the robustness behind them (imfer-robustness) or write the prose (imfer-writing-style).

brycew6m878★ · +32/wk · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-tables-figures --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 8 KB
Bundled scripts: none
Path: IMF-Economic-Review-Skills/skills/imfer-tables-figures/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 909 · +31 this week
Language: Stata
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Tables and Figures (imfer-tables-figures) ## When to trigger - A cross-country regression table is dense and the reader cannot find the headline coefficient - Country/sample coverage is buried — a referee cannot tell which economies and years are in - Impulse responses, event-study leads, or spillover paths need a figure that a policymaker can read at a glance - Significance asterisks are still on the tables, or SEs/CIs are missing - A map or panel-by-country exhibit would communicate the international margin better than a table - A summary-statistics table omits the cross-country dispersion a referee needs to judge the sample ## What IMFER exhibits must do IMFER exhibits serve two readers at once: a referee checking the econometrics and a policy reader who wants the magnitude and its country scope. So the **country coverage must be transparent** (which economies, which years, balanced or not), the **headline number must be findable**, and the **uncertainty must be visible as standard errors and confidence intervals — not asterisks**. The best IMFER figure is one that could appear in a WEO/GFSR chart pack *and* survive referee scrutiny: clear axis units, sample noted, mechanism l

What's inside
Steps it walks through
  1. When to trigger
  2. What IMFER exhibits must do
  3. Exhibit craft
  4. Country panels: the recurring exhibit problems
  5. Execution bridge (StatsPAI / Stata MCP)
  6. Checklist
  7. Anti-patterns
  8. Worked vignette (illustrative)
  9. Referee pushback mapped to the exhibit fix
  10. Output format
More from Awesome-Journal-Skills
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About this skill
What does the imfer-tables-figures skill do?

Use when an IMF Economic Review (IMFER) manuscript's exhibits must communicate an international-macro result to a dual academic/policy audience — transparent country coverage, readable cross-country panels, no significance asterisks. Builds the exhibits; it does not run the robustness behind them (imfer-robustness) or write the prose (imfer-writing-style).

How do I install it?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill imfer-tables-figures --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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