aaai-artifact-evaluati…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance…
Use when drafting ASE (IEEE/ACM Automated Software Engineering) author responses, covering the double-anonymous rebuttal that must first survive the early-rejection gate and — distinctively — the criteria-bound revision-round summary-of-changes that maps every stated revision
Claude Code
$ npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response --agent claude-code
Codex
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a codex -y
Cursor
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a cursor -y
Gemini CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a gemini-cli -y
GitHub Copilot
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a github-copilot -y
OpenCode
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a opencode -y
Windsurf
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill ase-author-response -a windsurf -y
name: ase-author-response description: Use when drafting ASE (IEEE/ACM Automated Software Engineering) author responses, covering the double-anonymous rebuttal that must first survive the early-rejection gate and — distinctively — the criteria-bound revision-round summary-of-changes that maps every stated revision criterion to a concrete change and is re-checked against those criteria.
Use this after ASE reviews are released. ASE has **two distinct speaking turns**, and conflating them is a common mistake: a short **rebuttal** (for papers that survive the early-rejection gate), and — if you receive a **Revision** — a **summary-of-changes** accompanying a revised paper that is re-checked against the reviewers' explicitly stated criteria. Both must respect double-anonymity: no author names, institutions, or revealed repository ownership, even to strengthen a point.
on real subjects, threats to validity, clarity, and the Data Availability / artifact posture.
often persuadable.
repository.
If your paper reached the rebuttal stage, at least one reviewer saw value; a uniformly negative set would have been early-rejected. So the rebuttal's job is narrow: **move the borderline reviewer**.
submitted paper or artifact.
direct question ("what is the runtime overhead?"), give it.
redesign you cannot deliver in the window.
A Revision is criteria-bound: the reviewers wrote **concrete, actionable criteria** and agreed to accept in principle if they are met. The summary-of-changes is a **criterion ledger**: for every stated criterion, either meet it and show where, or explain precisely why it is infeasible and what you did instead.
[C1] Criterion (quoted): "Add a comparison against tool X on the same subjects."
-> Action: DONE | added §5.3, Table 4: X run with an equal, documented budget on all 90 subjects
-> Where: §5.3, Table 4; artifact/eval/compare_X.sh
[C2] Criterion: "Report an ablation isolating the learned component."
-> Action: DONE | §5.4, Table 5 replaces learned templates with static rewrites
[C3] Criterion: "Evaluate on an industrial code base."
-> Action: INFEASIBLE (with reason) | no license to redistribute proprietary subjects; added
an open large-scale subject instead (§5.5) and noted the residual external-validity threatThe rule that turns a Revision into an acceptance: **address every criterion.** A criterion that is neither met nor explicitly and reasonably addressed is what the re-check punishes — the discussion lead maps your summary-of-changes back onto the criteria one by one.
| Pushback | What it signals | ASE-ready response | |---|---|---| | "The baseline tool is not tuned/fair" | Soundness doubt about the comparison | Re-run with an equal, documented budget; report new numbers, or justify the setup | | "Evaluated only on toy or self-selected subjects" | External-validity limit | Add real subject systems, or scope the claim and name the threat | | "The improvement is the model, not your design" | Model-as-contribution doubt | Add the ablation isolating the automation from the model; report marginal value | | "The tool/artifact does not run" | Reproducibility / availability gap | Fix and re-anonymize; describe the run path and re-execution oracle in the response | | "Overlaps prior automation X" | Novelty/delta doubt | Sharpen the delta sentence; add the missing head-to-head comparison |
anonymized location.
sending.
the response as evidence for an advocate, and make the revised paper — not the letter — carry the argument.
[Turn] rebuttal / revision summary-of-changes [Priority issue] <reviewer concern or stated criterion> [Decision dimension] significance / soundness / evaluation / threats / clarity / data-availability [Criterion ledger] <criterion -> DONE/PARTIAL/INFEASIBLE + where in paper/artifact> [Anonymity check] <no identity leak in the response: passed/issues>
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