aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when revising an American Economic Review: Insights (AER: Insights) short-format manuscript to lead with the result, fit the hard word cap (7,000 words minus 200 per exhibit), and write the ≤100-word abstract. Enforces the length budget and the lead-with-the-result arc; it
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aeri-writing-style -a windsurf -y
name: aeri-writing-style description: Use when revising an American Economic Review: Insights (AER: Insights) short-format manuscript to lead with the result, fit the hard word cap (7,000 words minus 200 per exhibit), and write the ≤100-word abstract. Enforces the length budget and the lead-with-the-result arc; it does not change the analysis.
Treat the cap as a design constraint from the first draft, not a final trim. Every sentence competes with the insight for space.
Unlike a long paper that builds to its result, an AER: Insights paper **states the answer in the first paragraph**:
1. **Sentence 1–2:** the question and the **headline result with its magnitude and uncertainty** (estimate + SE / confidence set), no asterisks. 2. **Sentence 3–4:** why it matters / the prior it overturns (the surprise). 3. **One short paragraph:** how it is identified (the design or the model's key restriction), in plain terms. 4. **One sentence:** the single most important robustness/scope caveat, with a pointer to the appendix. 5. **Brief roadmap or none** — the paper is short enough that heavy signposting wastes words.
The body then delivers exactly that arc: setup (tight), identification, result, the one or two checks, a short discussion. No second result, no survey, no extended derivations in-text.
1. **Cut secondary results** to the Supplemental Appendix ([`aeri-robustness`](../aeri-robustness/SKILL.md)). 2. **Compress the literature** to one or two paragraphs ([`aeri-literature-positioning`](../aeri-literature-positioning/SKILL.md)). 3. **Move proofs/derivations and estimation detail** to the appendix ([`aeri-theory-model`](../aeri-theory-model/SKILL.md)). 4. **Delete throat-clearing** ("It is well known that…", over-signposted roadmaps). 5. **Merge exhibits** to reclaim 200 words each ([`aeri-tables-figures`](../aeri-tables-figures/SKILL.md)). 6. **Tighten prose** last — shorter sentences, fewer hedges, active voice.
【First paragraph】states result + magnitude + SE/CI? [Y/N] 【Word count】main text = __ ; cap = 7000 − 200×__ = __ ; under? [Y/N] 【Abstract】__ words (≤100?) and states the result? [Y/N] 【Cut list to hit cap】<secondary results / lit / proofs / exhibits merged> 【No-asterisk check】[Y/N] 【Next step】aeri-replication-package
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