AAMAS Supplementary

SkillAI & models

Prepares supplementary material for AAMAS paper submissions. Once added, your AI can assemble proofs, extended game and mechanism definitions, extra experiments, and anonymized artifacts while staying within the conference's size cap, anonymity rules, and reviewer-discretion limits. It also knows how to split a game-theory-plus-experiment paper between the main text and the supplement.

Available today. Use it from your connected AI after setup.

Add the skill, then ask your AI to prepare the supplementary material for your AAMAS submission, sharing the proofs, experiments, or artifacts you want included.

Then ask your AI: use the AAMAS Supplementary skill

What your AI can do with it

  • Draft proofs and extended game and mechanism definitions
  • Add extra multiagent experiments and opponent-set details
  • Package an anonymized artifact zip
  • Keep the supplement within the size cap
  • Check that anonymity and reviewer-discretion limits are met
  • Split a game-theory-plus-experiment paper between main text and supplement

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/awesome-journal-skills in AAMAS-Skills/skills/aamas-supplementary/SKILL.md and read by ahel’s review.

Use this when assembling AAMAS supplementary material. The supplement can support the paper, but the 8-page main submission must stand on its own; a body that is unintelligible without the appendix reads as unreviewable within the page limit.

Supplement structure

  • Put full proofs, extended game and mechanism definitions, extra ablations, opponent-set documentation, and robustness tables in a clean appendix or supplementary document.
  • Put executable assets - game code, environments, learning rules - in the anonymized zip when the current OpenReview form allows it.
  • Respect the current supplement size cap (25 MB single zip in 2026) and the deadline.
  • Keep every supplementary file double-blind: no authors, institutions, acknowledgements, private paths, repository owners, or identifying metadata.
  • Do not hide essential motivation, the core game definition, the main theorem statements, or the primary interaction results in the supplement.
  • Verify the archive opens on a clean machine and carries no credentials, caches, or OS metadata.

Appendix architecture for proofs and games

  • Order appendix sections to mirror the body: game and notation, main proofs, auxiliary lemmas, additional agents/opponents, then extended experiments.
  • Restate each theorem and the relevant game before its proof so the appendix reads standalone without flipping back to the two-column body.
  • Keep one proof sketch and the full game definition in the body itself; an AAMAS paper whose entire strategic argument lives in the appendix cannot be judged in eight pages.
  • Cross-reference every appendix table, lemma, and opponent set from the body at least once; orphaned supplement material is invisible under reviewer discretion.

What gets opened first

Supplement itemInspection likelihoodPractical implication
Proof of the headline equilibrium/mechanism resultHighPolish to main-text standard
Extended game or environment definitionHighReviewers reconstruct the interaction from it
Extra opponent/population resultsMediumReference each from the body
Code/environment archiveVariable, reviewer discretionREADME must orient a reader in one minute
Raw episode logsLowInclude for completeness, never rely on them

Vignette: splitting a mechanism-design paper

A submission proving a truthful decentralized mechanism plus a self-play study: the body keeps the mechanism definition, the dominant-strategy theorem, one proof sketch, and the two decision-critical figures (truthfulness under learning and the efficiency gap); the appendix holds full proofs and sensitivity sweeps; the zip carries the game generator and the strategic-deviation harness. Nothing decision-critical lives only in the zip, because archive inspection is discretionary.

Output format

[Supplement status] Ready / Needs fixes / Not ready
[Files] <appendix/proofs/game-defs/code/logs>
[Size/deadline] <current cap and deadline with source>
[Anonymity checks] <passed/issues>
[Main-paper dependency] <what breaks if supplement is ignored>

Signals

GitHub stars
1k
Forks
146
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
aamas-supplementary
Source
github.com/brycewang-stanford/awesome-journal-skills