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/aeri-tables-figures

Use when building or trimming the exhibits of an American Economic Review: Insights (AER: Insights) short-format manuscript to the hard five-exhibit budget, one page each, no significance asterisks. Designs the minimum exhibit set; it does not run the analysis behind them.

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$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-tables-figures --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aeri-tables-figures

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when building or trimming the exhibits of an American Economic Review: Insights (AER: Insights) short-format manuscript to the hard five-exhibit budget, one page each, no significance asterisks. Designs the minimum exhibit set; it does not run the analysis behind them.

SKILL.md

aeri-tables-figures.SKILL.md
name: aeri-tables-figures
description: Use when building or trimming the exhibits of an American Economic Review: Insights (AER: Insights) short-format manuscript to the hard five-exhibit budget, one page each, no significance asterisks. Designs the minimum exhibit set; it does not run the analysis behind them.

Tables & Figures — Five-Exhibit Budget (aeri-tables-figures)

When to trigger

  • The draft has more than five figures-plus-tables
  • An exhibit spills past one page, or carries significance asterisks/boldface
  • Each exhibit costs 200 words of your text budget and you must choose
  • The central result is buried in a dense multi-panel table

The AER: Insights exhibit constraints (检索于 2026-06;以官网为准)

  • **Maximum five exhibits** (figures or tables combined). Manuscripts over the limit are **returned unreviewed**.
  • **Each exhibit is limited to one page.**
  • **Each exhibit subtracts 200 words** from the main-text allowance (7,000 with zero exhibits → 6,000 with five). So every exhibit must out-earn 200 words of prose.
  • **AEA house style:** report standard errors / confidence sets; **no asterisks or boldface to denote significance** (an AEA-wide convention). Notes state the estimator, sample, clustering, and units.

Budgeting the five slots

Choose the exhibit set that, together, tells the single-insight story. A common allocation for an empirical short paper:

| Slot | Typical content | |------|-----------------| | 1 | The **headline result** — the one figure or table a reader remembers (event-study, RD plot, treatment-effect estimate) | | 2 | The **central identification diagnostic** (pre-trend leads, density, first-stage, balance) | | 3 | A **mechanism or key heterogeneity** exhibit, if it is part of the single insight | | 4–5 | Held in reserve — a robustness summary or a descriptive table only if load-bearing |

If two exhibits can merge into one well-designed multi-panel page, merge them and reclaim a slot (and 200 words). Everything else goes to the Supplemental Appendix.

Design rules

  • **The headline exhibit must be self-reading** — a reader who sees only it should grasp the insight.
  • **Figures over tables** where a figure communicates the magnitude faster (AER: Insights papers lean visual).
  • **One page each, legible at print size**; no microscopic multi-panel grids spilling over.
  • **Notes carry the inference** since there are no asterisks: report point estimates with SEs / 95% confidence sets in the cell or note.
  • **Units and signs explicit**; the magnitude, not just the sign, is the point.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers (the usual source of body-vs-appendix drift). Full map: [`execution-with-mcp`](../../../shared-resources/empirical-methods/execution-with-mcp.md).

  • **Tables:** `etable` (multi-model columns) or `did_summary_to_latex` straight from the

`result_id` — one variable definition, one set of numbers, body and appendix in sync.

  • **Figures:** `plot_from_result` / `enhanced_event_study_plot` / `event_study_table` —

axis units and the SE/clustering note baked in.

  • **Every note** names the estimator + clustering (from the result's diagnostics) and

states the magnitude in interpretable units.

See a full fitted-result → exhibit chain in the [JF execution walkthrough](../../../Journal-of-Finance-Skills/resources/worked-examples/02-execution-walkthrough.md).

Checklist

  • [ ] **≤5 exhibits total**; each **≤1 page**
  • [ ] Word budget reconciled: 7,000 − 200×(#exhibits) ≥ main-text length
  • [ ] Exhibit 1 is the **self-reading headline**; exhibit 2 the identification diagnostic
  • [ ] **No significance asterisks/boldface**; SEs / confidence sets shown
  • [ ] Notes state estimator, sample, clustering, units
  • [ ] Non-essential exhibits moved to the Supplemental Appendix
  • [ ] Mergeable exhibits combined to reclaim a slot where sensible

Anti-patterns

  • A sixth exhibit (auto-return) or an exhibit that runs to two pages
  • Significance asterisks or boldface for significance
  • A dense table where a single figure would land the magnitude
  • Spending an exhibit slot (and 200 words) on a descriptive table that prose covers
  • A headline exhibit that needs the text to be intelligible

Output format

【Exhibit count】__ / 5 (each ≤1 page?)
【Word reconciliation】7000 − 200×__ = __ words available; draft = __ words
【Exhibit 1 (headline)】<self-reading result>
【Exhibit 2 (identification)】<diagnostic>
【Exhibits 3–5】<mechanism / robustness / descriptive — only if load-bearing>
【No-asterisk check】SEs / CIs in notes? [Y/N]
【To the appendix】<exhibits demoted>
【Next step】aeri-writing-style
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