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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.

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-tables-figures

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

85/100

Supported Platforms

Universal

Our assessment of aeri-tables-figures

aeri-tables-figures scores 85/100 on our quality scale, 2247th of 4,610 Development & Engineering skills we index (top 49%).

Its SKILL.md is 4.6 KB long, well organised into 9 sections with 1 code example: a solid amount of guidance for an agent.

With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
26/30
Structure
17/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 18 days ago, so aeri-tables-figures is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

aeri-tables-figures compared with similar skills

All 4 of these similar skills score higher than aeri-tables-figures; compare them before choosing.

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aeri-tables-figures (this skill)by brycewang-stanford851.2k18d agoSKILL.md
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Frequently asked questions

How do I install aeri-tables-figures?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-tables-figures. The install tabs above show the steps for each supported agent.
Which AI agents does aeri-tables-figures work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is aeri-tables-figures safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is aeri-tables-figures still maintained?
The repository was last updated 18 days ago, so aeri-tables-figures is actively maintained.

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.

  • 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.

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

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryDevelopment
Updated18d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions