A skill your agent uses when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no…

MITAuto-check passed

Install Iccv Author Response

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

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-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/ICCV-Skills/skills/iccv-author-response .claude/skills/iccv-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
iccv-author-response
GitHub stars
1.2k
Token cost
~1.7k tokens
SKILL.md length
781 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no…

  • Works in 5 steps: A reviewer misstates the paper — highest… → A requested number you can produce —… → A fairness challenge to your comparisons… → …
  • ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window
  • SKILL.md covers Constraints that define the…, The seven days, scheduled, Choosing what fits the page and Formatting the page for a…, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Iccv Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no attachments or links are allowed, addressing reviewers who are themselves deadline-crushed authors, and writing for the meta-review that follows.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

  • ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window
  • Covering the official templates constraints
  • Evidence selection when no attachments
  • Links are allowed

Example prompts

  • “/iccv-author-response”

Workflow steps

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

  1. A reviewer misstates the paper — highest priority, cheapest to win: quote
  2. A requested number you can produce — small ablation, runtime on named
  3. A fairness challenge to your comparisons — answer with protocol facts
  4. Novelty skepticism — two sentences of mechanism-level delta against the
  5. Requests for a new benchmark, a new method variant, human studies —

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 (its code samples are latex).

    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

Iccv Author Response loads about 1.7k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 781 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~86
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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). 781 words, ~1,673 tokens.

Download SKILL.mdSave it as .claude/skills/iccv-author-response/SKILL.md (or your agent's skills folder).
name
iccv-author-response
description
Use when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no attachments or links are allowed, addressing reviewers who are themselves deadline-crushed authors, and writing for the meta-review that follows.

ICCV Author Response

In the 2025 cycle (verified 2026-07-08), reviews reached authors on May 9 and the rebuttal closed May 16: seven days to answer every reviewer in one page, using the rebuttal template from the official author kit. Decisions followed in late June with no further author input. This skill turns that week into a production schedule and the page into an argument budget.

Constraints that define the genre

  • One page, official template, PDF. Over-length or reformatted responses are disregarded at CVF venues — squeezing margins is the same as writing nothing.
  • Anonymous, no external links, no attachments. A number you cannot state in a sentence or a tiny table does not exist for this rebuttal.
  • No new contributions. The rebuttal corrects errors, supplies requested clarifications, and reports small requested checks — it does not extend the paper.
  • The audience is layered: reviewers first, then the AC writing the meta-review during the discussion that runs after your window closes. Write sentences an AC can lift verbatim.

The seven days, scheduled

DayWorkAnti-pattern being prevented
1Read everything once; no drafting; log each objection with reviewer ID and a fixability tagRage-drafting that leaks tone into the final text
2Decide the page's allocation; launch any small requested runs (they must finish by day 5)Discovering on day 6 that the decisive number needs three days of GPU
3–4Draft; every paragraph = quoted objection → paper location → factEssays about the paper's importance
5Freeze experiments; integrate numbers; cut to one page by deleting whole items, not wordsTen answers at three lines each, all too thin to land
6Cold read by a coauthor who did not draft; check template complianceIn-group blindness to a condescending sentence
7Upload early; the deadline hour is for failures, not first uploadsPanic edits after midnight

Choosing what fits the page

Not every objection earns space. Rank by expected score movement times credibility of your answer:

  1. A reviewer misstates the paper — highest priority, cheapest to win: quote their sentence, quote yours, cite section and line. Every downstream weakness built on the misreading falls with it.
  2. A requested number you can produce — small ablation, runtime on named hardware, a matched-backbone re-run. Report it as a two-to-five-row table.
  3. A fairness challenge to your comparisons — answer with protocol facts (same splits, same pretraining, same schedule) or concede the asterisk and scope the claim; a precise concession reads as strength during discussion.
  4. Novelty skepticism — two sentences of mechanism-level delta against the named prior work. Never argue "first"; argue different and consequential.
  5. Requests for a new benchmark, a new method variant, human studies — decline in one polite line as out of rebuttal scope. Reviewers know the rules; the AC certainly does.

Anything ranked below the fold gets one clause or nothing. A one-page rebuttal that lands three arguments beats one that gestures at nine.

Show full SKILL.md (301 more words)Show less

Formatting the page for a skimming AC

latex
% Inside the official rebuttal template — structure by objection, not by reviewer
\noindent\textbf{[R2,R4] Backbone fairness.} R2: ``gains may come from the
stronger encoder.'' All rows of Tab.~2 share ViT-B/16 initialized from the same
checkpoint (Sec.~4.1). Under R2's requested ResNet-50 setting: ours 41.3 vs
baseline 39.8 mIoU (3 seeds, std 0.2).

\noindent\textbf{[R1] ``No occlusion analysis.''} Sec.~5.3 and Fig.~6 report
exactly this; we will make the pointer explicit in the caption.

\noindent\textbf{[R4] Concurrent work X (arXiv, Feb).} Posted three weeks before
the deadline; we will cite as concurrent. Mechanism differs: X re-ranks
proposals, we modify the matching cost (no proposal stage).

Shared objections get one merged heading with both reviewer IDs — answering the same point twice wastes the scarcest resource the format has.

Tone rules with venue-specific reasons

Your reviewers are simultaneously authors sweating their own submissions, and the 2025 cycle showed chairs act on reviewer misconduct (LLM-written or careless reviews were desk-reject grounds for the reviewer's papers). Two consequences. First, if a review is demonstrably negligent or machine-generated, the rebuttal is not the place to litigate it — state facts flatly there, and raise the conduct evidence through the confidential channel (see iccv-review-process). Second, assume good faith in the text itself: "R3 may have missed Sec. 4.2" survives discussion week; sarcasm gets quoted against you.

What the rebuttal cannot do

If all reviews converge on absent evidence — the missing dataset, the unmatched comparison — the page cannot manufacture it, and reviewers are not permitted to demand major new experiments anyway. Spend a day of the week, not all seven, then redirect the team to the fallback ladder (iccv-workflow): ECCV's next spring deadline, CVPR in November, or (if it recurs) the Findings outlet for sound work.

Numbers etiquette inside the page

Small-run results reported in a rebuttal carry review-period obligations: state seeds and settings in the table caption even at miniature scale ("3 seeds, matched schedule"), never contradict the paper's own protocol silently, and carry every rebuttal number into the camera-ready if accepted — the promise diff in iccv-camera-ready starts from this page. A rebuttal number that later vanishes from the paper is remembered by exactly the people who requested it.

Reverify each cycle

  • Rebuttal existence, exact window, and page cap for 2027 — 待核实 until posted.
  • Template location in the current author kit.
  • Whether any interactive discussion with reviewers exists (2025 was one PDF, no back-and-forth).

Output format

text
[File or fold] rebuttal worth filing: yes/no (reason)
[Page allocation] <objection → lines> summing to one page
[Runs launched] <experiment → finishes by day 5? owner>
[Misreads to kill] <review quote → paper location>
[Concessions] <what we scope down, in one sentence each>
[Conduct channel] anything for confidential escalation: no / summary

© 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 ICCV-Skills/skills/iccv-author-response of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Iccv 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.

Iccv Author Response compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Iccv Author Response this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.7kAutomated safety check: PassMIT
Responsive Unitsthedaviddias/Front-End-Checklist74k—~472Automated safety check: PassMIT
Author Response Builderaipoch/medical-research-skills1.9k—~3.2kAutomated safety check: PassMIT
Rebuttal ResponseM1n-n9/paper-lifecycle693—~1.9kAutomated safety check: PassNone
Hermes Agent Skill AuthoringNousResearch/hermes-agent252k—~3.6kAutomated safety check: PassMIT
Fast Author Responsebrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT

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Questions about Iccv Author Response

What does Iccv Author Response do?

A skill your agent uses when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no…. Iccv Author Response is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no attachments or links are allowed, addressing reviewers who are themselves deadline-crushed authors, and writing for the meta-review that follows.

When should I use Iccv Author Response?

Iccv Author Response fits situations like: ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window; covering the official templates constraints; evidence selection when no attachments; links are allowed.

How do I install Iccv Author Response in Claude Code?

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

How do I install Iccv Author Response in Codex?

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

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

What does Iccv Author Response need to run?

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

Does Iccv 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 Iccv 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 Iccv Author Response use?

Iccv 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 Iccv Author Response use?

About 1.7k tokens (SKILL.md is roughly 6.7k 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 Iccv Author Response?

Skills that share tags, products or a category with Iccv Author Response: Responsive Units (thedaviddias/Front-End-Checklist, 74k stars), Author Response Builder (aipoch/medical-research-skills, 1.9k stars), Rebuttal Response (M1n-n9/paper-lifecycle, 693 stars) and Hermes Agent Skill Authoring (NousResearch/hermes-agent, 252k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Iccv 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.