A skill your agent uses when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion…

MITAuto-check passedEducation

Install Iclr Author Response

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iclr-author-response -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iclr-author-response --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ICLR-Skills/skills/iclr-author-response .claude/skills/iclr-author-response && rm -rf skills-src

Use ~/.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/

Facts

Skill name
iclr-author-response
GitHub stars
1.2k
Token cost
~949 tokens
SKILL.md length
428 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion…

  • Works in 5 steps: State the reviewer concern in one… → Provide the correction, evidence, or… → Point to the original paper, appendix,… → …
  • Drafting ICLR OpenReview author discussion replies
  • SKILL.md covers Response strategy, Reply pattern, Public-forever calibration and Worked vignette, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Iclr Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion period. Use when reviews land and you must decide what to answer publicly versus privately, how to log a discussion-period revision, or how to move a borderline score before the AC writes the meta-review for the permanent record.

Its SKILL.md is about 950 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 Education, covering Study guides and flashcards. 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 ICLR OpenReview author discussion replies
  • Public comments
  • Restricted comments
  • Responses to reviewer

Example prompts

  • “/iclr-author-response”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. State the reviewer concern in one sentence.
  2. Provide the correction, evidence, or concession.
  3. Point to the original paper, appendix, supplementary material, or newly uploaded revision.
  4. Say what has changed and why it is within discussion-period rules.
  5. Close with a specific invitation for the reviewer or AC to verify the fix.

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

Iclr Author Response loads about 949 tokens when it runs. Until then it costs about 107 tokens; SKILL.md has 428 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~107
When it runs · the whole SKILL.md, loaded when a task matches
~949

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). 428 words, ~949 tokens.

Download SKILL.mdSave it as .claude/skills/iclr-author-response/SKILL.md (or your agent's skills folder).
name
iclr-author-response
description
Use when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion period. Use when reviews land and you must decide what to answer publicly versus privately, how to log a discussion-period revision, or how to move a borderline score before the AC writes the meta-review for the permanent record.

ICLR Author Response

Use this after ICLR reviews arrive. ICLR discussion is not just a static rebuttal: authors can answer reviewers, clarify misunderstandings, make visible revisions when allowed, and help the AC evaluate whether concerns are resolved.

Response strategy

  • Separate public comments from restricted comments to reviewers, ACs, or PCs according to the current OpenReview permissions.
  • Lead with decision-relevant points: correctness, novelty, empirical adequacy, clarity, reproducibility, ethics, and community value.
  • When uploading a revision during discussion, summarize the exact changes and give a compact diff map. Do not assume reviewers or ACs will re-read the full PDF.
  • Keep identity hidden. Do not reveal lab, institution, funding, private repository ownership, or author-controlled analytics.
  • Use private links only when the Author Guide permits them and only for the intended reviewers/ACs.
  • Escalate low-quality, abusive, or suspected LLM-generated reviews through the official confidential channel rather than arguing publicly.

Reply pattern

  1. State the reviewer concern in one sentence.
  2. Provide the correction, evidence, or concession.
  3. Point to the original paper, appendix, supplementary material, or newly uploaded revision.
  4. Say what has changed and why it is within discussion-period rules.
  5. Close with a specific invitation for the reviewer or AC to verify the fix.

Public-forever calibration

Every word you post on OpenReview is visible permanently and to people far beyond this reviewer: future readers, citers, and program committees. Tone and precision are part of the record.

SituationICLR-tuned moveAvoid
Reviewer misread a claimQuote the sentence, point to a revisionCalling the review careless
Reviewer wants an ablationRun it, post the table, upload a revision"In the final version", no evidence
Score seems unmovableAddress the AC-relevant objection, not the digitRe-arguing minor points
Abusive or LLM-written reviewFlag confidentially to the AC/PCPublic accusation
Show full SKILL.md (134 more words)Show less

Worked vignette

A paper introduces an LLM fine-tuning recipe and reports reasoning gains. A public review says the gains "probably come from extra training tokens, not the method." Instead of debating, the authors post an inline compute-matched control showing the lift persists, upload a revision adding it as Table 4, and reply with a two-line diff map. The AC, reading the public thread, sees a concrete resolution, and the reviewer raises the score in an updated review that also stays public.

Pushback patterns and fixes

  • "Concurrent arXiv work already does this." Acknowledge it, state the dated distinction, add a related-work sentence rather than disputing priority.
  • "Numbers changed between versions." Explain the corrected bug or seed in the changelog.
  • "Rebuttal is too long." Lead each reply with the decision-relevant point; ACs skim threads.

Output format

text
[Audience] public / reviewer-only / AC-only / PC escalation
[Decision issue] correctness / novelty / experiments / clarity / ethics / reproducibility
[Reply] <anonymous OpenReview-ready text>
[Revision pointer] <section/table/appendix/file/link>
[Risk note] <whether this should stay public or restricted>

© 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 ICLR-Skills/skills/iclr-author-response of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Iclr 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.

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Claude Certification Tutorrohitg00/ai-engineering-from-scratch66k—~3kAutomated safety check: PassMIT
StudyVault Quiz Tutorbevibing/tutor-skills1.3k—~1.4kAutomated safety check: PassMIT
Project Mastery Coachtudoumashu/ai-memory-skillpack456—~1.8kAutomated safety check: PassMIT

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Categories

Questions about Iclr Author Response

What does Iclr Author Response do?

A skill your agent uses when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion…. Iclr Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion period.

When should I use Iclr Author Response?

Iclr Author Response fits situations like: drafting ICLR OpenReview author discussion replies; public comments; restricted comments; responses to reviewer.

How do I install Iclr Author Response in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iclr-author-response -a claude-code`. Or copy the skill folder (ICLR-Skills/skills/iclr-author-response in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/iclr-author-response in your project. Claude Code loads it when a task matches its description.

How do I install Iclr Author Response in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iclr-author-response -a codex`. Or copy the skill folder (ICLR-Skills/skills/iclr-author-response in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/iclr-author-response in your project. Codex loads it when a task matches its description.

Can I use Iclr 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 iclr-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/iclr-author-response, .gemini/skills/iclr-author-response, .github/skills/iclr-author-response and .opencode/skills/iclr-author-response in your project.

What does Iclr Author Response need to run?

SKILL.md names no scripts, command-line tools or credentials: Iclr Author Response is instructions for the agent only.

Does Iclr 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 Iclr 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 Iclr Author Response use?

Iclr 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 Iclr Author Response use?

About 949 tokens (SKILL.md is roughly 3.8k 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 Iclr Author Response?

Skills that share tags, products or a category with Iclr Author Response: Deep Reading Analyst (ginobefun/deep-reading-analyst-skill, 354 stars), Nihaisha (JuneYaooo/nihaisha-nishi-tcm, 2.2k stars), Claude Certification Tutor (rohitg00/ai-engineering-from-scratch, 66k stars) and StudyVault Quiz Tutor (bevibing/tutor-skills, 1.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Iclr 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.