aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when packaging ACM CCS artifacts for the artifact-evaluation committee and the ACM badges — Artifacts Available, Artifacts Evaluated Functional, Artifacts Evaluated Reusable, and Results Reproduced — covering what security evaluators inspect, how to make attacks and defenses
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ccs-artifact-evaluation -a windsurf -y
name: ccs-artifact-evaluation description: Use when packaging ACM CCS artifacts for the artifact-evaluation committee and the ACM badges — Artifacts Available, Artifacts Evaluated Functional, Artifacts Evaluated Reusable, and Results Reproduced — covering what security evaluators inspect, how to make attacks and defenses turnkey, and how to justify withheld artifacts.
Use this for artifact packaging around CCS. CCS runs an optional artifact-evaluation process after acceptance; passing artifacts earn ACM badges that appear on the paper's first page. Reopen the current call for artifacts for the exact badge set, submission form, and deadlines.
| Badge | What it certifies | What the committee does | |---|---|---| | Artifacts Available | The artifact is publicly archived with a stable identifier | Confirms the artifact is retrievable and permanent | | Artifacts Evaluated - Functional | The artifact runs and does what the paper says | Executes it against the documented steps | | Artifacts Evaluated - Reusable | It exceeds functional quality and others can reuse it | Judges structure, documentation, and reusability | | Results Reproduced | The main paper results are independently reproduced | Reruns experiments and checks they support the claims |
Available is about archival permanence; Functional and Reusable are about quality; Results Reproduced is the highest bar and requires the committee to regenerate your headline numbers.
measurement pipeline, or the protocol implementation.
output, runtime, and the hardware assumed.
open — but do pin versions, dependencies, and a container so it runs on a clean machine.
document safe-handling, and follow the responsible-disclosure posture from the paper.
risk, and offer partial, synthetic, or redacted substitutes that still let evaluators check the method.
| Claim type | First artifact inspected | Common failure caught | |---|---|---| | Exploit against real software | The PoC and its target build instructions | Target version unspecified; PoC fails to build | | Defense with overhead numbers | The benchmark runner and instrumented build | Overhead cannot be reproduced; workload undocumented | | Measurement study | The collection and classification scripts | Classification rule differs from the paper's prose | | Cryptographic implementation | Test vectors and the reference build | No test vectors; outputs cannot be checked |
A hypothetical accepted paper presents a new fuzzer that found N bugs. For Reusable and Results Reproduced: ship a container pinning the fuzzer, the target corpus, and the seed set; document one command to reproduce a representative crash and one to rerun a bounded campaign; provide the bug list with disclosure status; and note which crashes are embargoed pending vendor patches, offering redacted reproducers for those.
[Target badges] available / functional / reusable / results-reproduced [Contents] <code / data / container / test vectors / logs> [Turnkey level] one-command / scripted / descriptive / weak [Safe-handling] <gating and disclosure posture for dangerous artifacts> [Withheld-and-justified] <what and why, with substitute offered> [Fixes before submission] <ordered list>
Stanford REAP × CoPaper.AI · 由斯坦福实证方法论团队精选与维护 访问 copaper.ai 微信:CoPaper.AI 按 11 个主流学科板块覆盖 经管与商科 社会科学 人文学科 数学与物理科学 生命科学 医学与健康 工程与技术 计算机科学与 AI 体育科学 点击任一学科名可跳转到对应说明;每类下的代表子领域在正文总览中完整列出。下方封面墙按 venue 导航,完整分类见覆盖一览。 🧭 布局指南 · 📚 Skill Pack 一览 · ⚡ 如何使用 · 🧪 自动实证
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when drafting an AAAI author response (rebuttal) under the single short character-limited author-feedback window, the no-URL…
Use when preparing an accepted AAAI paper for camera-ready source submission to AAAI Press, including proceedings page limits,…
Use when designing or auditing AAAI experiments for the broad-AI program committee, including baselines, ablations, statistical…
Use when positioning an AAAI paper's novelty against archival work, contemporaneous arXiv or workshop papers, and…
Use when strengthening an AAAI paper's reproducibility checklist (placed after references), experimental traceability, seed and…
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use…
AI-driven presentation workflow for generating editable PPTX decks and slides, reconstructing page visuals, creating reusable…
Use this skill when the user wants a .pptx with smooth cross-slide animation — PowerPoint Morph transitions, Keynote-style…
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to…