aaai-supplementary

aaai-supplementary is a skill for Claude Code from brycewang-stanford/Awesome-Journal-Skills. It costs 68 tokens per session (733 once invoked), scanned A, original, MIT.

A guide to organizing AAAI supplementary material, such as technical appendices, multimedia, and code or data ZIP files. Supplementary material provides supporting details while the main paper carries the central contribution and evidence.

In plain words
What is it for?
Use it to structure and anonymize AAAI supplements, map claims to supporting material, prepare code and data archives, and check that submitted files are complete and consistent.
Why use it?
It helps decide where proofs, ablations, implementation details, videos, scripts, datasets, and logs belong. It also addresses double-blind review, fixed submissions, file integrity, and keeping critical evidence in the paper.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the AAAI-Skills plugin — 12 skills shipped together

Good fit Use it to structure and anonymize AAAI supplements, map claims to supporting material, prepare code and data archives, and check that submitted files are complete and consistent.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary
About the project

Awesome Journal Skills is a collection of agent skill packs tailored to hundreds of academic journals across fields including economics, social science, medicine, science, and engineering. Researchers use the packs for tasks such as choosing topics, designing empirical strategies, preparing tables and figures, submitting papers, and responding to reviewers. The catalogue entries are the project's journal-specific skills and related plugins.

brycewang-stanford/Awesome-Journal-Skills · 1,097 stars · on GitHub · copaper.ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill aaai-supplementary
Clone the repo
git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills

Made for: Claude Code.

Or install AAAI-Skills, the plugin that ships this one along with the rest of its 12 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for aaai-supplementary

README.md
[![agentmods](https://agentmods.dev/badge/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary/github.svg)](https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary)
Your own site
<a href="https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary"><img src="https://agentmods.dev/badge/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for aaai-supplementary

Your own site · 80×15
<a href="https://agentmods.dev/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary"><img src="https://agentmods.dev/badge/skills/brycewang-stanford/awesome-journal-skills/aaai-supplementary.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 68 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 733 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00068 $0.00733
Opus 5 $0.00034 $0.00367
Sonnet 5 $0.00014 $0.00147
Haiku 4.5 $0.00007 $0.00073

Measured 13d ago against content hash 6890383bddd8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

aaai-supplementary scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AAAI-Skills/skills/aaai-supplementary/SKILL.md · 70 lines

How it starts

The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AAAI Supplementary

Use this when deciding what belongs in the main paper, technical appendix, multimedia appendix, or code/data ZIP. AAAI supplementary material is due with the paper and should be treated as immutable once submitted unless current instructions say otherwise.

Supplement structure

  • Keep the central contribution, method, core results, and checklist-relevant evidence in the main paper.
  • Put proofs, extra ablations, extended qualitative examples, implementation details, and additional error analysis in the technical appendix.
  • Put videos, audio, interactive demos, or visualizations in a multimedia appendix only when they are technically necessary.
  • Put scripts, datasets, logs, model configs, and checkpoints in code/data ZIPs.
  • Add a compact appendix map so reviewers can find support for each disputed claim.

Anonymity and immutability

  • Remove identity from file names, metadata, paths, Git history, author comments, and license headers.
  • Do not use web pointers for extra material if current AAAI rules disallow them.
  • Submit final, uncorrupted files. Do not rely on rebuttal to repair missing content.
  • Keep the supplement consistent with the reproducibility checklist.

Where each item belongs

A broad-AI reviewer will skim the appendix, not study it, so placement decides whether evidence is actually seen. Anything a claim depends on belongs in the main paper; the appendix only deepens it.

Material Main paper Technical appendix Multimedia Code/data ZIP
Core result yes no no no
Full proof sketch full no no
Extra ablation summary detail no no
Demo of behavior no no yes no
Scripts and configs no no no yes

Reviewer-pushback patterns

  • "The key result is only in the appendix." Fix: promote it to the main paper; AAAI reviewers are not obligated to find a load-bearing claim buried in supplement.
  • "Supplement contradicts the checklist." Fix: reconcile every appendix number with the checklist before submission, since neither can be edited later.
  • "Multimedia is huge but adds nothing." Fix: drop spectacle clips; include video only when it is the evidence, not decoration.

Read the full file on GitHub · 70 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 70 lines · 68 tokens per session scan A 6890383bddd8

Subscribe to this mod's changes

aaai-supplementary is a skill published in the GitHub repository brycewang-stanford/Awesome-Journal-Skills (1,097 stars, last pushed 16d ago), licensed MIT. It adds 68 tokens to every session and 733 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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