aaai-writing-style
Use when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise novelty claims, reproducibility-checklist alignment, hedged limitations and ethics, and policy-aware framing of AI-system and capability claims.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-writing-style --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# AAAI Writing Style Use this to make a technically sound draft readable to a broad AI program committee. AAAI rewards clear AI contribution, not only subfield-specific benchmark wins. ## AAAI framing - State the AI problem, the new capability or insight, and the evidence in the first page. - Make clear whether the contribution is method, theory, system, benchmark, dataset, evaluation, human-AI interaction, social impact, or alignment. - Explain why the result matters outside a single dataset or implementation. - Keep claims aligned with the reproducibility checklist and supplementary evidence. - Discuss limitations and ethical considerations when the method affects people, safety, privacy, fairness, security, or social impact. ## Two-column readability - Use figures and tables as decision aids, not decoration. - Keep notation lightweight and define it near first use. - Use compact related-work contrasts instead of long literature catalogues. - Make the Phase 1 summary easy: problem, method, evidence, limitation, checklist compliance. - Avoid unsupported "general intelligence", "human-level", or "safe" claims. ## Reading the paper as a Phase-1 reviewer A non-specialist on AAAI's br
- AAAI framing
- Two-column readability
- Reading the paper as a Phase-1 reviewer
- Phrasing fixes that survive AAAI review
- Worked vignette
- Output format
What does the aaai-writing-style skill do?
Use when revising an AAAI manuscript for broad-AI-audience fit, a first-page contribution statement legible to non-specialist Phase-1 reviewers, two-column readability, concise novelty claims, reproducibility-checklist alignment, hedged limitations and ethics, and policy-aware framing of AI-system and capability claims.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-writing-style --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.