Content Research Writer
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
Critiques ML conference papers with reviewer-style feedback.
Install Project Referee
$ npx skills add sundial-org/skills --skill project-referee -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sundial-org/skills project-referee --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/sundial-org/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/project-referee .claude/skills/project-referee && 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 "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .claude/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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/sundial-org/skills/tree/main/skills/project-refereeType 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 sundial-org/skills --skill project-referee -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sundial-org/skills project-referee --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/project-referee .agents/skills/project-referee && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .agents/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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 sundial-org/skills --skill project-referee -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sundial-org/skills project-referee --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/project-referee .cursor/skills/project-referee && 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 "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .cursor/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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/sundial-org/skills.git --path skills/project-referee--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 sundial-org/skills --skill project-referee -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sundial-org/skills project-referee --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/project-referee .gemini/skills/project-referee && 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 "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .gemini/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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 sundial-org/skills project-refereeInstalls 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 sundial-org/skills --skill project-referee -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sundial-org/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/project-referee .github/skills/project-referee && 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 "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .github/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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 sundial-org/skills --skill project-referee -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sundial-org/skills project-referee --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sundial-org/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/project-referee .opencode/skills/project-referee && 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 "project-referee" agent skill from https://github.com/sundial-org/skills/tree/main/skills/project-referee into .opencode/skills/project-referee/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-referee", 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
project-referee- GitHub stars
- 152
- Token cost
- ~618 tokens
- SKILL.md length
- 221 words
- Files
- 3 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- None found
At a glance
Critiques ML conference papers with reviewer-style feedback.
- Works in 4 steps: Assess Manuscript Stage → Stage-Specific Review → Search for Related Work → …
- Users want to anticipate reviewer concerns
- SKILL.md covers Review Workflow, Neuro-Symbolic Papers and References
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Project Referee is an agent skill from sundial-org/skills. Critiques ML conference papers with reviewer-style feedback. Use when users want to anticipate reviewer concerns, identify weaknesses, check claim-evidence gaps, or find missing citations.
Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/neuro-symbolic-review-criteria.md` and `references/reviewer-instructions.md`).
It sits in Research & Science, covering Citation management. The repository describes itself as: Claude Code Skills by Sundial.
When your agent uses it
- Users want to anticipate reviewer concerns
- Identify weaknesses
- Check claim-evidence gaps
- Find missing citations
Example prompts
- “Use the project-referee skill to critique ML conference papers with reviewer-style feedback”
- “/project-referee”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Assess Manuscript Stage
- Stage-Specific Review
- Search for Related Work
- Provide Structured Feedback
What it can do on your machine
Read from SKILL.md and the folder at commit 5a3bf9f. 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
Project Referee loads about 618 tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 51 tokens; SKILL.md has 221 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 221 words (~618 tokens).
“Ask or determine the manuscript stage:”
- name
- project-referee
Files
SKILL.md and 2 other files (references) in skills/project-referee of sundial-org/skills.
- SKILL.md
- references/neuro-symbolic-review-criteria.md
- references/reviewer-instructions.md
Open the folder on GitHubat commit 5a3bf9f
Compare with similar skills
Project Referee 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 |
|---|---|---|---|---|---|---|
| Project Referee this skillsundial-org/skills | 152 | — | ~618 | Automated safety check: Pass | None | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| NetworkxzLanqing/codex-claude-academic-skills | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Openalex Databaseneflibata-feng/MyArxiv-Agent | 126 | 12 repos | ~3k | Automated safety check: Pass | Custom licence |
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Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Networkx
zLanqing/codex-claude-academic-skills
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python.
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Openalex Database
neflibata-feng/MyArxiv-Agent
Query and analyze scholarly literature using the OpenAlex database.
Citation Verification Guide
Galaxy-Dawn/claude-scholar
Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references.
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Categories
Questions about Project Referee
What does Project Referee do?
Critiques ML conference papers with reviewer-style feedback. Project Referee is an agent skill from sundial-org/skills. Critiques ML conference papers with reviewer-style feedback.
When should I use Project Referee?
Project Referee fits situations like: users want to anticipate reviewer concerns; identify weaknesses; check claim-evidence gaps; find missing citations.
How do I install Project Referee in Claude Code?
Run `npx skills add sundial-org/skills --skill project-referee -a claude-code`. Or copy the skill folder (skills/project-referee in sundial-org/skills) into .claude/skills/project-referee in your project. Claude Code loads it when a task matches its description.
How do I install Project Referee in Codex?
Run `npx skills add sundial-org/skills --skill project-referee -a codex`. Or copy the skill folder (skills/project-referee in sundial-org/skills) into .agents/skills/project-referee in your project. Codex loads it when a task matches its description.
Can I use Project Referee 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 sundial-org/skills --skill project-referee -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-referee, .gemini/skills/project-referee, .github/skills/project-referee and .opencode/skills/project-referee in your project.
What does Project Referee need to run?
SKILL.md names no scripts, command-line tools or credentials: Project Referee is instructions for the agent only.
Does Project Referee 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 Project Referee 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 Project Referee use?
No licence was found for Project Referee or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Project Referee use?
About 618 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. Its references folder adds about 2.5k tokens, read only when the agent opens those files.
What are the alternatives to Project Referee?
Skills that share tags, products or a category with Project Referee: Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars), Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Networkx (zLanqing/codex-claude-academic-skills, 4.7k stars) and Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Referee?
sundial-org (a GitHub organization) maintains it in sundial-org/skills, which has 152 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on July 15, 2026.
Source: sundial-org/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.