Deep Research
jordan-gibbs/hyperresearch
Deep research with hyperresearch, for Claude Code and OpenAI Codex.
Workflow 4: Submission rebuttal pipeline. An agent skill from AI4Scientist/nano-scientist.
Install Rebuttal
$ npx skills add AI4Scientist/nano-scientist --skill rebuttal -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AI4Scientist/nano-scientist rebuttal --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/AI4Scientist/nano-scientist.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/rebuttal .claude/skills/rebuttal && 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 "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .claude/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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/AI4Scientist/nano-scientist/tree/main/skills/rebuttalType 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 AI4Scientist/nano-scientist --skill rebuttal -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AI4Scientist/nano-scientist rebuttal --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/rebuttal .agents/skills/rebuttal && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .agents/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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 AI4Scientist/nano-scientist --skill rebuttal -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AI4Scientist/nano-scientist rebuttal --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/rebuttal .cursor/skills/rebuttal && 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 "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .cursor/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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/AI4Scientist/nano-scientist.git --path skills/rebuttal--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 AI4Scientist/nano-scientist --skill rebuttal -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AI4Scientist/nano-scientist rebuttal --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/rebuttal .gemini/skills/rebuttal && 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 "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .gemini/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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 AI4Scientist/nano-scientist rebuttalInstalls 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 AI4Scientist/nano-scientist --skill rebuttal -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/rebuttal .github/skills/rebuttal && 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 "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .github/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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 AI4Scientist/nano-scientist --skill rebuttal -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AI4Scientist/nano-scientist rebuttal --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AI4Scientist/nano-scientist.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/rebuttal .opencode/skills/rebuttal && 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 "rebuttal" agent skill from https://github.com/AI4Scientist/nano-scientist/tree/main/skills/rebuttal into .opencode/skills/rebuttal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "rebuttal", 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
rebuttal- GitHub stars
- 128
- Used in
- 5 other repos
- Token cost
- ~5.2k tokens
- SKILL.md length
- 2,333 words
- Files
- 1
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- None found
At a glance
Workflow 4: Submission rebuttal pipeline. An agent skill from AI4Scientist/nano-scientist.
- Works in 10 steps: Resume or Initialize → Validate Inputs and Normalize Reviews → Atomize and Classify Reviewer Concerns → …
- User says rebuttal
- SKILL.md covers Scope, Lifecycle Position, Constants and Required Inputs, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Rebuttal is an agent skill from AI4Scientist/nano-scientist. Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds. Use when user says "rebuttal", "reply to reviewers", "ICML rebuttal", "OpenReview response", or wants to answer external reviews safely.
Its SKILL.md is about 5.2k 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. It works with Model Context Protocol. The repository describes itself as: An autonomous research agent that turns a topic into a peer-reviewed technical report.
When your agent uses it
- User says rebuttal
- Reply to reviewers
- OpenReview response
- Wants to answer external reviews safely
Example prompts
- “rebuttal”
- “reply to reviewers”
- “ICML rebuttal”
- “/rebuttal”
Requirements
- Pre-approved tools (allowed-tools): Bash(*), Read, Grep, Glob, Write, Edit, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply
Workflow steps
10 steps, taken from the step headings in SKILL.md.
- Resume or Initialize
- Validate Inputs and Normalize Reviews
- Atomize and Classify Reviewer Concerns
- Build Strategy Plan
- 5: Evidence Sprint (when AUTO_EXPERIMENT = true)
- Draft Initial Rebuttal
- Safety Validation
- Codex MCP Stress Test
- Finalize
- Follow-Up Rounds
What it can do on your machine
Read from SKILL.md and the folder at commit 7132192. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(*)ReadGrepGlobWriteEditAgentSkillmcp__codex__codexmcp__codex__codex-reply
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 markdown).
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
Rebuttal loads about 5.2k tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 2,333 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash(*), Read, Grep, Glob, Write, Edit, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 2,333 words (~5,177 tokens).
“Prepare and maintain a grounded, venue-compliant rebuttal for: $ARGUMENTS”
- name
- rebuttal
- allowed-tools
- Bash(*), Read, Grep, Glob, Write, Edit, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply
- argument-hint
- paper-path-or-review-bundle
Files
Just SKILL.md in skills/rebuttal of AI4Scientist/nano-scientist.
Open the folder on GitHubat commit 7132192
Used in 5 other repositories
We found 9 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 5 other GitHub owners. This page covers the copy in AI4Scientist/nano-scientist, which our catalogue first saw on October 7, 2026.
- OpenLAIR/dr-clawskills/aris-rebuttal
- wanshuiyin/Auto-claude-code-research-in-sleepskills/rebuttalskills/skills-codex/rebuttal
- brycewang-stanford/Auto-Empirical-Research-Skillsskills/42-wanshuiyin-ARIS/skills/rebuttal
- franklee16/academic-research-skillsresearch-workflow/codex-paper-skills-main/paper_skills/rebuttal-pipeline
- Tai609/NebulaMatruntime/skills-bundle/aris-rebuttalruntime/aris/skills-nebulamat/aris-rebuttal+1 more
Compare with similar skills
Rebuttal 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 |
|---|---|---|---|---|---|---|
| Rebuttal this skillAI4Scientist/nano-scientist | 128 | 5 repos | ~5.2k | Automated safety check: Notes | None | |
| Deep Researchjordan-gibbs/hyperresearch | 3.8k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Annotate Paper54yyyu/zotero-mcp | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Paper Searchopenags/paper-search-mcp | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | |
| NSFC Literature Review WriterHuiyuLi-2000/Chinese-Grant-Writer-Skills | 439 | 1 repos | ~1.4k | Automated safety check: Notes | MIT | |
| Arxiv MCP Serverblazickjp/arxiv-mcp-server | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Annotate Paper
54yyyu/zotero-mcp
Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure…
Paper Search
openags/paper-search-mcp
Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc).
NSFC Literature Review Writer
HuiyuLi-2000/Chinese-Grant-Writer-Skills
Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search.
Arxiv MCP Server
blazickjp/arxiv-mcp-server
A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or…
Nature Academic Search
wp-a/nature-academic-search
A skill your agent uses when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTeX、NBIB、ENW；also use for…
More from AI4Scientist/nano-scientist
All 74 skills in this repoFormula Derivation
AI4Scientist/nano-scientist
Structures and derives research formulas when the user wants to 推导公式, build a theory line, organize assumptions, turn scattered equations into a coherent derivation, or rewrite theory notes into a…
Paper Compile
AI4Scientist/nano-scientist
Compile LaTeX paper to PDF, fix errors, and verify output. An agent skill from AI4Scientist/nano-scientist.
Paper Figure
AI4Scientist/nano-scientist
Generate publication-quality figures and tables from experiment results.
Paper Navigator
AI4Scientist/nano-scientist
Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)…
Proof Writer
AI4Scientist/nano-scientist
Writes rigorous mathematical proofs for ML/AI theory. An agent skill from AI4Scientist/nano-scientist.
Ablation Planner
AI4Scientist/nano-scientist
A skill your agent uses when main results pass result-to-claim (claimsupported=yes or partial) and ablation studies are needed for paper submission.
Related
Works with
Categories
Questions about Rebuttal
What does Rebuttal do?
Workflow 4: Submission rebuttal pipeline. An agent skill from AI4Scientist/nano-scientist. Rebuttal is an agent skill from AI4Scientist/nano-scientist. Workflow 4: Submission rebuttal pipeline.
When should I use Rebuttal?
Rebuttal fits situations like: user says rebuttal; reply to reviewers; openReview response; wants to answer external reviews safely.
How do I install Rebuttal in Claude Code?
Run `npx skills add AI4Scientist/nano-scientist --skill rebuttal -a claude-code`. Or copy the skill folder (skills/rebuttal in AI4Scientist/nano-scientist) into .claude/skills/rebuttal in your project. Claude Code loads it when a task matches its description.
How do I install Rebuttal in Codex?
Run `npx skills add AI4Scientist/nano-scientist --skill rebuttal -a codex`. Or copy the skill folder (skills/rebuttal in AI4Scientist/nano-scientist) into .agents/skills/rebuttal in your project. Codex loads it when a task matches its description.
Can I use Rebuttal 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 AI4Scientist/nano-scientist --skill rebuttal -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/rebuttal, .gemini/skills/rebuttal, .github/skills/rebuttal and .opencode/skills/rebuttal in your project.
What does Rebuttal need to run?
SKILL.md names no scripts, command-line tools or credentials: Rebuttal is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(*), Read, Grep, Glob, Write, Edit, Agent, Skill, mcp__codex__codex, mcp__codex__codex-reply.
Does Rebuttal 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 Rebuttal safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Rebuttal use?
No licence was found for Rebuttal or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Rebuttal use?
About 5.2k tokens (SKILL.md is roughly 21k 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 Rebuttal?
Skills that share tags, products or a category with Rebuttal: Deep Research (jordan-gibbs/hyperresearch, 3.8k stars), Annotate Paper (54yyyu/zotero-mcp, 5.3k stars), Paper Search (openags/paper-search-mcp, 2.8k stars) and NSFC Literature Review Writer (HuiyuLi-2000/Chinese-Grant-Writer-Skills, 439 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Rebuttal?
AI4Scientist (a GitHub organization) maintains it in AI4Scientist/nano-scientist, which has 128 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on June 3, 2026.
Source: AI4Scientist/nano-scientist on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.