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

Aer Insights

ASecurity

Use when targeting AER: Insights or deciding whether a short-format economics manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.

1,052 stars
0 votes
0 copies
1 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 aer-insights --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Aer Insights?

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

Security grade badge for Aer Insights
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/brycewang-stanford-aer-insights/badge)](https://www.skillsdirectory.com/skills/brycewang-stanford-aer-insights)

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

Download with Pro
Files
SKILL.md
---
name: aer-insights
description: Use when targeting AER: Insights or deciding whether a short-format economics manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
---

# AER: Insights (aer-insights)

## Journal positioning

AER: Insights is the American Economic Association's short-format, general-interest journal. It publishes a single crisp, important idea — one well-identified result or one sharp theoretical point — executed cleanly and concisely, for the same discipline-wide readership as AER. The editorial culture is built around focus and speed: a tight paper that makes one point convincingly, with a faster-turnaround ethos, not a full omnibus paper padded to short length.

This skill is a **fit / venue-selection / re-framing** tool. It does not replace the journal's current official submission guidelines. Before submitting, re-check the live author instructions on the AEA site and the editorial-manager submission system.

## When to trigger

- The author names AER: Insights as the target venue, or has a single strong result that does not need a full-length paper.
- A paper makes one clean, general-interest point and the author is deciding between Insights and a full AER / AEJ submission.
- A full-length manuscript is really one idea wrapped in supporting material that could be cut to a focused short paper.
- The author needs Insights' desk-reject risks and a credible full-length / field alternative list.

## Scope & topic fit

- One well-identified empirical result of general interest, across any field of economics.
- One sharp theoretical insight, surprising fact, or methodological point that can stand alone.
- A clean re-examination or decisive test that settles or reframes a specific question concisely.
- Not multi-essay omnibus papers, exhaustive field surveys, or projects that require many moving parts to make their case.

## Method & evidence bar

- The single result must clear the same general-interest and identification bar as AER — short format is not a lower bar, only a narrower scope.
- Identification must be clean and self-contained: the one result should be convincing without a large battery of auxiliary analyses.
- Robustness should be focused and decisive — the essential checks that protect the single claim, not an exhaustive appendix.
- Data and code transparency is mandatory; the AEA data and code availability and verification policy applies, with deposit checked before acceptance.

## Structure & house style

- The paper is short by design: a compact introduction, the single result, the minimal supporting analysis, and a brief discussion — built around one figure or table.
- The introduction states the one point, why it is general-interest, and why it is convincing, with no padding.
- AER: Insights enforces a short length limit and uses an unstructured abstract and JEL codes; keep the main text disciplined and push only essential secondary material to an appendix.
- Exhibits should make the single result legible at a glance; the whole paper is organized around that exhibit.

## Official-submission checklist

- Before giving submission-ready advice, read `../../resources/source-basis.md` and `../../resources/official-source-map.md`; start from the official source anchors for this journal family, then cite the current journal-specific page you checked.
- Search the live site for "AER: Insights submission guidelines" and the AEA "Data and Code Availability Policy," and follow the current versions.
- Re-check the current length limit, submission fee, formatting, abstract/JEL, and anonymization on the editorial-manager system — the length cap is the defining constraint, so confirm it.
- Re-check the current data/code deposit and verification workflow (openICPSR / AEA Data Editor) — enforced before acceptance.
- If the live official instructions conflict with this skill, the official instructions win.

## Pre-submission self-check

- [ ] One sentence stating the single, general-interest point the paper makes.
- [ ] The contribution is one clean result, not an omnibus of loosely related findings.
- [ ] The result clears AER-level general interest and identification despite the short format.
- [ ] The paper is within the current length limit and organized around one exhibit.
- [ ] Data and code are ready for the AEA availability + verification workflow.

## Common desk-reject triggers

- A full-length paper compressed into short format — multiple results, many tables, padded narrative.
- A single result that is too narrow or field-specific to clear the general-interest bar.
- Identification that depends on a large supporting apparatus the short format cannot carry.
- Over-length submissions or papers that read as a "note" with no surprising or consequential point.

## Re-routing decision

- A single idea that needs full development → `american-economic-review`, `quarterly-journal-of-economics`, or `journal-of-political-economy`.
- Strong but narrower applied micro → `aej-applied-economics` or `review-of-economics-and-statistics`; policy-facing → `aej-economic-policy`.
- Macro/growth → `aej-macroeconomics`; micro theory → `aej-microeconomics`.
- Field-leading specialist short results → the relevant top field journal (`journal-of-labor-economics`, `journal-of-public-economics`).

## Output format

```text
[Fit] High / Medium / Low (one-line reason)
[Target] AER: Insights
[Topic tags] <2–3 closest topics>
[Method/evidence] <is this one clean, general-interest result that fits the short format?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <length limit / submission system / fee / JEL / data-code policy>
[Re-route suggestion] <if not a fit, a better-matched venue>
```

Attribution

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

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

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

Know which skills are safe — weekly.

Best new skills + every skill we flagged as malicious. From the team that scanned 103,619.

Join free

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', ...

693161 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 →