Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
A skill your agent uses when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then…
Install Icml Author Response
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-response --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .claude/skills/icml-author-response && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .claude/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-responseType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-response --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .agents/skills/icml-author-response && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .agents/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-response --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .cursor/skills/icml-author-response && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .cursor/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path ICML-Skills/skills/icml-author-response--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-response --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .gemini/skills/icml-author-response && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .gemini/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-responseInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .github/skills/icml-author-response && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .github/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills icml-author-response --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ICML-Skills/skills/icml-author-response .opencode/skills/icml-author-response && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "icml-author-response" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICML-Skills/skills/icml-author-response into .opencode/skills/icml-author-response/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "icml-author-response", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
icml-author-response- GitHub stars
- 1.2k
- Token cost
- ~843 tokens
- SKILL.md length
- 368 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then…
- Works in 5 steps: Open with the central correction or… → Refer to exact paper sections, appendix… → State what will change in camera-ready… → …
- Drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints
- SKILL.md covers ICML response model, Triage logic, Drafting pattern and Objection-to-response routing, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Icml Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then have one additional discussion round, no revised paper can be uploaded during the period, and responses must stay anonymous. Use to triage objections by soundness, originality, significance, clarity, ethics, and reproducibility for the AC.
Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Reproducible research. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints
- Where authors respond after initial reviews
- Reviewers may then have one additional discussion round
- No revised paper can be uploaded during the period
Example prompts
- “/icml-author-response”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Open with the central correction or concession.
- Refer to exact paper sections, appendix items, figures, tables, or supplement files.
- State what will change in camera-ready only if the paper is accepted.
- Maintain a professional, concise tone.
- Avoid identity leakage, score arguments, and broad promises.
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Icml Author Response loads about 843 tokens when it runs. Until then it costs about 110 tokens; SKILL.md has 368 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 368 words, ~843 tokens.
Download SKILL.mdSave it as
.claude/skills/icml-author-response/SKILL.md (or your agent's skills folder).- name
- icml-author-response
- description
- Use when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then have one additional discussion round, no revised paper can be uploaded during the period, and responses must stay anonymous. Use to triage objections by soundness, originality, significance, clarity, ethics, and reproducibility for the AC.
ICML Author Response
Use this after initial ICML reviews arrive. The response should clarify and correct; it cannot rely on uploading a revised paper during the feedback period.
ICML response model
ICML 2026 author instructions state that authors can respond after initial reviews, that reviewers see those responses after the response period, and that reviewers and authors may then have one additional communication round. Responses must remain anonymous and should not contain non-anonymized URLs, personal websites, or shortened URLs. Reviewer instructions tell reviewers to explain whether the rebuttal changed their final recommendation.
Triage logic
- Prioritize objections that affect soundness, originality, significance, clarity, ethics, or reproducibility.
- Answer the AC's likely decision question, not every minor reviewer note.
- Treat contradictions between reviewers as a chance to give the AC a clean synthesis.
- Use new analyses sparingly and only to clarify an existing claim.
- Keep all links anonymous and policy-compliant. Reviewers are not expected to follow external URLs in responses.
Drafting pattern
- Open with the central correction or concession.
- Refer to exact paper sections, appendix items, figures, tables, or supplement files.
- State what will change in camera-ready only if the paper is accepted.
- Maintain a professional, concise tone.
- Avoid identity leakage, score arguments, and broad promises.
Show full SKILL.md (160 more words)Show less
Objection-to-response routing
ICML gives one response window plus one discussion round, so spend words on what an AC can quote, not on every minor note.
| Reviewer objection | Best ICML response move |
|---|---|
| "Assumptions do not match the experiments" | Concede the regime, point to the in-regime figure, state the camera-ready clarification |
| "Missing tuned baseline" | Supply a single decisive table row from a feasible run |
| "Unclear novelty vs concurrent work" | Restate the one-line technical delta and the appendix PDF |
| "Reproducibility unclear" | Cite the exact supplement command and seed |
Worked vignette: defending the optimizer paper
Reviewer 2 says the convergence proof assumes bounded variance that ImageNet training violates. The strongest response opens with the concession, narrows the theoretical claim to the stated regime, adds a small plot showing the rate still tracks empirically where assumptions hold, and promises only a camera-ready wording fix. It does not argue the score or upload a revised PDF, both of which the ICML response model disallows.
Output format
[Priority issue] <reviewer/AC concern>
[Decision dimension] soundness / originality / significance / clarity / ethics / reproducibility
[Draft response] <ICML-ready anonymous text>
[Evidence anchor] <paper/appendix/supplement item>
[Discussion follow-up] <one possible reply if reviewer pushes back>© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in ICML-Skills/skills/icml-author-response of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Icml Author Response next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Icml Author Response this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~843 | Automated safety check: Pass | MIT | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Figure Style
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Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots.
Add Bactopia Tool
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Scaffold a complete Bactopia Tool across all three tiers -- module, subworkflow, and workflow entry point under workflows/bactopia-tools/.
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Categories
Questions about Icml Author Response
What does Icml Author Response do?
A skill your agent uses when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then…. Icml Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then have one additional discussion round, no revised paper can be uploaded during the period, and responses must stay anonymous.
When should I use Icml Author Response?
Icml Author Response fits situations like: drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints; where authors respond after initial reviews; reviewers may then have one additional discussion round; no revised paper can be uploaded during the period.
How do I install Icml Author Response in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a claude-code`. Or copy the skill folder (ICML-Skills/skills/icml-author-response in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/icml-author-response in your project. Claude Code loads it when a task matches its description.
How do I install Icml Author Response in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a codex`. Or copy the skill folder (ICML-Skills/skills/icml-author-response in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/icml-author-response in your project. Codex loads it when a task matches its description.
Can I use Icml Author Response in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill icml-author-response -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/icml-author-response, .gemini/skills/icml-author-response, .github/skills/icml-author-response and .opencode/skills/icml-author-response in your project.
What does Icml Author Response need to run?
SKILL.md names no scripts, command-line tools or credentials: Icml Author Response is instructions for the agent only.
Does Icml Author Response access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Icml Author Response safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Icml Author Response use?
Icml Author Response is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Icml Author Response use?
About 843 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Icml Author Response?
Skills that share tags, products or a category with Icml Author Response: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Icml Author Response?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.