OmniRoute Routing CLI
diegosouzapw/OmniRoute
Creates, switches, and inspects OmniRoute model-routing combos, plus a suggestion command with cost and latency constraints.
R&R cycle — classify referee comments and route to appropriate agents.
Custom licenceAuto-check passed
Install Revise
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill revise -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills revise --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/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .claude/skills/revise && 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 "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .claude/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/reviseType 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/Auto-Empirical-Research-Skills --skill revise -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills revise --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .agents/skills/revise && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .agents/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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/Auto-Empirical-Research-Skills --skill revise -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills revise --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .cursor/skills/revise && 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 "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .cursor/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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/Auto-Empirical-Research-Skills.git --path skills/16-hsantanna88-clo-author/dot-claude/skills/revise--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/Auto-Empirical-Research-Skills --skill revise -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills revise --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .gemini/skills/revise && 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 "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .gemini/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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/Auto-Empirical-Research-Skills reviseInstalls 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/Auto-Empirical-Research-Skills --skill revise -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .github/skills/revise && 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 "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .github/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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/Auto-Empirical-Research-Skills --skill revise -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/Auto-Empirical-Research-Skills revise --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/16-hsantanna88-clo-author/dot-claude/skills/revise .opencode/skills/revise && 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 "revise" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/16-hsantanna88-clo-author/dot-claude/skills/revise into .opencode/skills/revise/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "revise", 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
revise- GitHub stars
- 4.6k
- Token cost
- ~635 tokens
- SKILL.md length
- 269 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
R&R cycle — classify referee comments and route to appropriate agents.
- Works in 7 steps: Parse Inputs → Classify Every Comment → Build Tracking Document → …
- SKILL.md covers Workflow and Principles
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Revise is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. R&R cycle — classify referee comments and route to appropriate agents. Replaces /respond-to-referee.
Its SKILL.md is about 640 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: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
Example prompts
- “/revise”
Requirements
- Pre-approved tools (allowed-tools): Read, Grep, Glob, Write, Edit, Task
Workflow steps
7 steps, taken from the step headings in SKILL.md.
- Parse Inputs
- Classify Every Comment
- Build Tracking Document
- Dispatch Agents
- Draft Response Letter
- Diplomatic Disagreement Protocol
- Save Outputs
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. 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:
ReadGrepGlobWriteEditTask
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
Revise loads about 635 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 269 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 269 words (~635 tokens).
“Structure point-by-point referee responses with classification, agent routing per revision protocol, and diplomatic drafting.”
- name
- revise
- allowed-tools
- Read, Grep, Glob, Write, Edit, Task
- argument-hint
- [referee-report file path] [paper path (optional)]
Files
Just SKILL.md in skills/16-hsantanna88-clo-author/dot-claude/skills/revise of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Revise 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 |
|---|---|---|---|---|---|---|
| Revise this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~635 | Automated safety check: Pass | Custom licence | |
| OmniRoute Routing CLIdiegosouzapw/OmniRoute | 75k | — | ~342 | Automated safety check: Pass | MIT | |
| OmniRoute Combo Routingdiegosouzapw/OmniRoute | 75k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Intelligence Routeruvnet/ruflo | 74k | — | ~874 | Automated safety check: Notes | MIT | |
| No Commentscursor/plugins | 11k | 7 repos | ~640 | Automated safety check: Pass | None | |
| Commentsanthropics/claude-for-legal | 9.6k | 1 repos | ~1k | Automated safety check: Pass | Apache-2.0 |
Similar skills
OmniRoute Combo Routing
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Intelligence Route
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Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooksexplain
- Official
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Spawn Comment Sicko, fix accepted findings, and offer encodings for claimed constraints.
- Official
Comments
anthropics/claude-for-legal
Review open NPRM comment periods, log decisions, track deadlines.
Clean Up Comments
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing templates, rendered HTML, or shared components related to Remove comments and debug code in production.
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Questions about Revise
What does Revise do?
R&R cycle — classify referee comments and route to appropriate agents. Revise is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. R&R cycle — classify referee comments and route to appropriate agents.
How do I install Revise in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill revise -a claude-code`. Or copy the skill folder (skills/16-hsantanna88-clo-author/dot-claude/skills/revise in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/revise in your project. Claude Code loads it when a task matches its description.
How do I install Revise in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill revise -a codex`. Or copy the skill folder (skills/16-hsantanna88-clo-author/dot-claude/skills/revise in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/revise in your project. Codex loads it when a task matches its description.
Can I use Revise 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/Auto-Empirical-Research-Skills --skill revise -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/revise, .gemini/skills/revise, .github/skills/revise and .opencode/skills/revise in your project.
What does Revise need to run?
SKILL.md names no scripts, command-line tools or credentials: Revise is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Write, Edit, Task.
Does Revise 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 Revise 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 Revise use?
Revise has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Revise use?
About 635 tokens (SKILL.md is roughly 2.5k 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 Revise?
Skills that share tags, products or a category with Revise: OmniRoute Routing CLI (diegosouzapw/OmniRoute, 75k stars), OmniRoute Combo Routing (diegosouzapw/OmniRoute, 75k stars), Intelligence Route (ruvnet/ruflo, 74k stars) and No Comments (cursor/plugins, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Revise?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.