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Aamas Supplementary

CommunityPopular
brycewang-stanford
aamas-supplementary

Use when preparing AAMAS supplementary material - proofs, extended game and mechanism definitions, extra multiagent experiments, opponent-set details, and the anonymized artifact zip - under the size cap, anonymity, and reviewer-discretion limits, including how to split a game-theory-plus-experiments paper across the 8-page body and the supplement.

Overview

Publisherbrycewang-stanford
RepositoryAwesome-Journal-Skills
Skill nameaamas-supplementary
Stars
1.2K
Forks
159
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by brycewang-stanford on GitHub. Read the source before you install it.

Installation

Install the Aamas Supplementary AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAMAS-Skills/skills/aamas-supplementary
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git /tmp/Awesome-Journal-Skills
mkdir -p .claude/skills
cp -r /tmp/Awesome-Journal-Skills/AAMAS-Skills/skills/aamas-supplementary .claude/skills/aamas-supplementary
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aamas Supplementary in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Aamas Supplementary on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Aamas Supplementary is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

AAMAS Supplementary

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

text
[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>

Frequently asked questions

What does the Aamas Supplementary AI skill do?

Use when preparing AAMAS supplementary material - proofs, extended game and mechanism definitions, extra multiagent experiments, opponent-set details, and the anonymized artifact zip - under the size cap, anonymity, and reviewer-discretion limits, including how to split a game-theory-plus-experiments paper across the 8-page body and the supplement.

Why use Aamas Supplementary on TypingMind?

Because you install it once and use it with any model. Aamas Supplementary is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Aamas Supplementary in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/AAMAS-Skills/skills/aamas-supplementary. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Aamas Supplementary?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Aamas Supplementary?

As many as you like. As long as a model supports skills, you can use Aamas Supplementary with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Aamas Supplementary AI skill free?

Yes. It is published on GitHub by brycewang-stanford under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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