rebuttal
Skill15 starsChanged 10 days agoMITView on GitHub
Use when reviews arrive and an author response (rebuttal / interactive phase / revision response) must be produced. Covers timeline, triage of reviewer points into must-answer / clarify / ignore, word-budget packing, evidence-first answers, new-experiment policy, tone, and the two-document structure (short submitted version + detailed per-reviewer internal version).
14 other projects use a version of this.
Adopted by
Most recently taken up by
- NilsHellwig/acl-paper-skillstheir own version, first seen Nov 8, 2026
- kfangw/research-opstheir own version, first seen Oct 25, 2026
- PKU-DAIR/AutoScitheir own version, first seen Oct 25, 2026
- DAIR-AutoResearch/AutoScitheir own version, first seen Oct 15, 2026
- Yulivu/debuffer-skillstheir own version, first seen Oct 13, 2026
- yvesory/academic-research-suitetheir own version, first seen Oct 9, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
skyllwtSkillexp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
phanghonghaoSkillposter
HTML/CSS A4 海报生成。从沙龙/活动 Markdown 文件生成科技风 A4 海报 PDF/PNG。Use when user mentions: poster, 海报, 海报生成, make poster, generate poster, 活动海报, 沙龙海报.
Also in 4 projects that use this
- +6 more from Lambenthan
- +1 more from skyllwt
Other versions14 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 14
- wanshuiyin/Auto-claude-code-research-in-sleep★ 19ksame name
- skyllwt/OmegaWiki★ 1.7ksame name
- DAIR-AutoResearch/AutoSci★ 1.7ksame name
- PKU-DAIR/AutoSci★ 1.7ksame name
- skyllwt/AutoSci★ 1.7ksame name
- Lambenthan/empiricalwiki★ 85same name
- Chanw-research/claude-code-paper-writing★ 42same name
- catalsqlb-cmd/Prism-H★ 16same name
- Yulivu/debuffer-skills★ 9same name
- yvesory/academic-research-suite★ 9same name
4 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository29 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- abstract-craftSkill
- anonymize-checkSkill
- artifact-packSkill
- baseline-pinSkill
- bench-protocolSkill
- bib-verifySkill
- camera-readySkill
- eprint-searchSkill
- experiments-writingSkill
- falsifySkill
- figure-harvestSkill
- idea-mining-loopSkill
- lean-bridgeSkill
- lit-matrixSkill
- log-to-evidenceSkill
- mock-reviewSkill
- paper-figuresSkill
- paper-playbookSkill
- param-estimationSkill
- phase-gateSkill
- polish-writingSkill
- reading-notesSkill
- related-work-writingSkill
- sage-checkSkill
- technique-overviewSkill
- textbook-indexSkill
- venue-calibrationSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 5 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 12 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 55
If an attack or issue affects the baseline equally, measure both side by side and give a fix that applies to both.
- Distinctive: line 67
Write the detailed version first (unbounded).
- Distinctive: line 74
Remove all adjectives, all "we believe", all restatements longer than one line.
- Very specific: line 81
Run only experiments that answer a must-answer point and can finish, be verified and be logged within the window.
- Distinctive: line 85
If a result contradicts an earlier number, report the new one and retract the old.
- Distinctive: line 88
Do not introduce new claims that were not in the submission unless answering a question.
“Common” is measured: kept by at least 6 in 10 of the 12 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Rebuttal
Templates: templates/rebuttal/{timeline.md, triage_table.md, rebuttal_short.md,
rebuttal_detailed.md}. Never commit real reviews to a shared repository; keep them in
the private project only.
1. Timeline (typical 5–7 day window; adapt with timeline.md)
| day | work |
| D0 | Read all reviews twice, no replies. Copy each review verbatim into the private project. Split into atomic points with ids (R1.1, R1.2, ...). |
| D0–D1 | Triage table. Identify the decisive reviewer (the most negative with the highest confidence) and the potential champion. Decide which new experiments are feasible within the window. |
| D1–D3 | Run experiments/verification (bench protocol from experimenter; interleaved runs; new EVIDENCE rows). Draft the detailed internal version per reviewer. |
| D3–D4 | Compress to the short version within the word/character budget. Falsifier + reviewer-sim pass on the draft ("does this answer the question asked?"). |
| D4 | Human author final review; submit early (systems get slow near deadlines; convert the deadline to your timezone). |
| after | Interactive phase: answer follow-up questions within the window; same evidence-first rules. Record everything in DECISIONS.md. |
2. Triage
For each atomic point decide:
| class | meaning | action |
| must-answer | would change the decision: correctness doubt, counterexample, fairness of comparison, missing baseline, security level, novelty vs a named paper | full evidence-first answer in the short version |
| clarify | misunderstanding or missing detail answerable in 1–2 sentences | one sentence in the short version or grouped |
| concede-and-fix | the reviewer is right about an error or overclaim | admit plainly, state the corrected statement, show the fix does not affect (or how it affects) the main results |
| promise | editorial / typos / notation / bib | one grouped line: "All editorial points will be fixed." |
| ignore | out of scope, factually wrong but harmless, taste | no space in short version; answer in detailed version only if cheap |
Priority: decisive reviewer's must-answer points first, then points raised by more than one reviewer (answer once, cite all reviewer ids), then the champion's questions (give them ammunition for the discussion).
3. Answer shape (evidence first)
[R2.1] <restated question in ≤ 1 line>
Answer first (yes/no/number) → evidence (table, theorem, log, measured number with
scope) → what changes in the paper (section/page) → optional one-line consequence.- Lead with the answer, not with thanks or background.
- Numbers come from new or existing EVIDENCE rows; say how they were measured (same session, interleaved, n runs, median).
- Where a counterexample is correct, say so in the first sentence and give the fixed statement; do not argue around it.
- Turn challenges into content: a fairness complaint becomes a new comparison table; a security question becomes a security section; "why not compare with [X]" becomes "they compose: measured composition = ..." or "the regimes do not overlap: ...".
- If an attack or issue affects the baseline equally, measure both side by side and give a fix that applies to both.
- Retract unsupported numbers proactively, in the same message as the corrected version. Retracting beats being caught.
- Direct verification with authors of a cited work (e.g. confirming scope of their attack) is strong evidence; mention it factually.
4. Word-budget packing
Typical budgets: a few hundred to ~1000 words or a character cap; some systems accept only plain text. Check the review system's limit on day 0.
- Write the detailed version first (unbounded).
- Short version (500–700 words is a good target when the cap is ~750–1000):
- One opening line: "We thank the reviewers. Page numbers refer to the revised version [if allowed]; all editorial points will be fixed."
- Grouped headings by issue, tagged with reviewer ids, ordered by decision
impact:
**Comparison fairness (R2, R3).**. - Max 1 compact table (plain text if the system strips formatting).
- Remove all adjectives, all "we believe", all restatements longer than one line.
- Merge answers shared by reviewers.
- Count words with the system's counting rule (e.g.
wc -won the plain text) and leave 5% margin.
5. New-experiment policy
- Run only experiments that answer a must-answer point and can finish, be verified
and be logged within the window. Pre-register what would count as success in
DECISIONS.mdbefore running. - Same bench protocol as the paper (interleaved, same machine, verified outputs).
- If a result contradicts an earlier number, report the new one and retract the old.
- Venue rules differ on whether revised PDFs/supplements may be uploaded during rebuttal; if not allowed, describe the change and promise it.
- Do not introduce new claims that were not in the submission unless answering a question; reviewers may treat them as a different paper.
6. Tone
Neutral, factual, brief. Agree when right. Never "the reviewer misunderstood"; write "We will clarify: ...". No appeals to authority, no complaints about the review process, no emotional language. Address the meta-reviewer's questions explicitly by their numbering.
7. After the decision
- Accepted: build a request → where answered map (
CHANGES.md: reviewer point → section/page in the final version) and feed it tocamera-ready. - Rejected: convert the triage table into a revision plan for the next venue; keep the
evidence rows; lessons into
DECISIONS.md.
Does it work?
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- It worked
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

