Agent Skills
› brycewang-stanford/Awesome-Journal-Skills
› aistats-supplementary
aistats-supplementary
GitHub指导准备AISTATS会议补充材料，包括附录结构、证明细节、代码归档及匿名规范。确保正文自洽，合理分配理论与实验内容，遵守双盲评审和截止日期要求，提升审稿体验。
Trigger Scenarios
准备AISTATS论文补充材料
整理附录和证明细节
打包代码和数据档案
拆分理论与实验内容
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aistats-supplementary -g -y
SKILL.md
Frontmatter
{
"name": "aistats-supplementary",
"description": "Use when preparing AISTATS supplementary material, appendices, proof details, code\/data archives, simulation scripts, additional tables, and anonymized artifacts under deadline, size, anonymity, and reviewer-discretion constraints, including how to split a theory-plus-experiments paper between body and supplement."
}
AISTATS Supplementary
Use this when assembling AISTATS supplementary material. The supplement can support the paper, but the main submission must remain understandable without it.
Supplement structure
- Put theorem proofs, derivations, extra ablations, simulation details, dataset documentation, and robustness tables in a clean appendix or supplementary manuscript.
- Put executable assets in a separate archive when current OpenReview forms allow it.
- Respect the current supplementary deadline. AISTATS 2026 placed supplementary-material submission after the paper deadline but before review.
- Keep all supplementary files double-blind: no authors, institutions, acknowledgements, private paths, repository owners, grants, or identifying metadata.
- Do not use the supplement to hide essential motivation, core method description, main theorem statements, or primary empirical results.
- Verify archives open on a clean machine and contain no credentials, cache directories, large irrelevant files, or hidden OS metadata.
Appendix architecture for proofs
- Order appendix sections to mirror main-text theorem order; statistician reviewers navigate by theorem number, not by page.
- Restate each theorem before its proof so the appendix reads standalone without flipping back to the two-column body.
- Standard partition: notation and assumptions, main proofs, auxiliary lemmas, additional simulations, then real-data details.
- Keep one proof-sketch paragraph per major theorem in the body itself; an AISTATS submission whose entire argument lives in the supplement reads as unreviewable within the page limit.
- Cross-reference every appendix table and lemma from the body at least once; orphaned supplement material is invisible to reviewers and wasted under reviewer discretion.
- If the cycle allows appendices inside the main PDF after the references, confirm against the current instructions whether that or a separate file upload is expected.
What gets opened first
| Supplement item | Inspection likelihood | Practical implication |
|---|---|---|
| Proof of the headline theorem | High | Polish it to main-text standard |
| Extra ablation and robustness tables | Medium | Reference each one from the body |
| Code archive | Variable, reviewer discretion | The README must orient a reader in one minute |
| Raw experiment logs | Low | Include for completeness, never rely on them |
Vignette: splitting an optimization paper
A submission proving a convergence guarantee for a stochastic mirror-descent variant, plus benchmark plots: the body keeps the theorem, the key lemma, the proof roadmap, and two decision-critical figures; the appendix holds full proofs and step-size sensitivity grids; the archive carries the seeded experiment runner. Nothing decision-critical lives only in the archive, because archive inspection at AISTATS is discretionary.
Output format
[Supplement status] Ready / Needs fixes / Not ready
[Files] <appendix/proofs/code/data/logs>
[Deadline] <current supplement deadline and source>
[Anonymity checks] <passed/issues>
[Main-paper dependency] <what breaks if supplement is ignored>
Version History
- 1839142 Current 2026-07-05 12:13
