Aaai Artifact Evaluation

Package AAAI code/data artifacts for reviewers without breaking double-blind rules

Works with setup

Test report

Verdict
Works with setup
Score
8.0/10
Tested
Jul 21, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 9a2011c

Fetched SKILL.md raw from the repo tree; frontmatter parses with name+description and the body is self-contained (no scripts or file references to break). Trigger test: 3 packaging/appendix/post-acceptance phrasings loaded it, 2 adjacent AAAI tasks (rebuttal drafting, related-work) correctly did not — 5/5. For output I gave both a baseline and skill-followed answer to "package my AAAI-26 SAT-solver 25% speedup artifact": the baseline's first advice was "put code in a public GitHub repo and link it in the paper," which is exactly the mutable deanonymizing pointer the skill flags as a Phase-1 summary-reject risk; the skill version instead forbids that URL, requires stripping .git history/home paths/API keys, treats the supplement as immutable, and emits the structured status block. Both artifacts written to scratchpad.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 5/10
  • Docs & honesty 5/5

What Aaai Artifact Evaluation does

A guidance skill for assembling AAAI reproducibility artifacts: technical appendices, code/data ZIPs, and post-acceptance releases. Triggers when packaging AAAI supplementary material, stripping anonymity leaks (git history, paths, API keys), or planning a review-time reproduction path. Outputs a structured artifact-status report (status, submitted files, reproduction path, anonymity risks, missing items).

How to install Aaai Artifact Evaluation

git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git /tmp/aaai-artifact-evaluation-src
mkdir -p ~/.claude/skills
cp -R /tmp/aaai-artifact-evaluation-src/AAAI-Skills/skills/aaai-artifact-evaluation ~/.claude/skills/aaai-artifact-evaluation
# Pure advisory skill: single SKILL.md, no scripts or external deps.
# Part of a 12-skill AAAI plugin; the whole pack lives under AAAI-Skills/skills/.
# Plugin-marketplace alt: AAAI-Skills/.claude-plugin/marketplace.json exists in the repo.

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Aaai Artifact Evaluation

  • /aaai-artifact-evaluation Package AAAI code/data artifacts for reviewers without breaking double-blind rules

It also activates on plain-language prompts like these:

  • Package the code appendix for AAAI submission
  • Prepare a reproducibility artifact release for AAAI
  • Check this supplement doesn't violate double-blind rules

Frequently asked questions

Is the Aaai Artifact Evaluation skill free?
Yes. The skill itself is free from brycewang-stanford/Awesome-Journal-Skills. SkillProof publishes the install command and an independent test verdict at no cost.
Does Aaai Artifact Evaluation work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 21, 2026. Verdict: Works with setup. Fetched SKILL.md raw from the repo tree; frontmatter parses with name+description and the body is self-contained (no scripts or file references to break). Trigger test: 3 packaging/appendix/post-acceptance phrasings loaded it, 2 adjacent AAAI tasks (rebuttal drafting, related-work) correctly did not — 5/5. For output I gave both a baseline and skill-followed answer to "package my AAAI-26 SAT-solver 25% speedup artifact": the baseline's first advice was "put code in a public GitHub repo and link it in the paper," which is exactly the mutable deanonymizing pointer the skill flags as a Phase-1 summary-reject risk; the skill version instead forbids that URL, requires stripping .git history/home paths/API keys, treats the supplement as immutable, and emits the structured status block. Both artifacts written to scratchpad.
What is the Aaai Artifact Evaluation SkillProof Score?
8.0/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 5/10, docs & honesty 5/5.
How do I install Aaai Artifact Evaluation?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Aaai Artifact Evaluation with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.