Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
$ npx skills add scunning1975/MixtapeTools --skill referee2 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install scunning1975/MixtapeTools referee2 --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/scunning1975/MixtapeTools.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/referee2 .claude/skills/referee2 && 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 "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .claude/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2Type 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 scunning1975/MixtapeTools --skill referee2 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install scunning1975/MixtapeTools referee2 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scunning1975/MixtapeTools.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/referee2 .agents/skills/referee2 && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .agents/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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 scunning1975/MixtapeTools --skill referee2 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install scunning1975/MixtapeTools referee2 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scunning1975/MixtapeTools.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/referee2 .cursor/skills/referee2 && 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 "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .cursor/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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/scunning1975/MixtapeTools.git --path .claude/skills/referee2--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 scunning1975/MixtapeTools --skill referee2 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install scunning1975/MixtapeTools referee2 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scunning1975/MixtapeTools.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/referee2 .gemini/skills/referee2 && 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 "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .gemini/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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 scunning1975/MixtapeTools referee2Installs 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 scunning1975/MixtapeTools --skill referee2 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/scunning1975/MixtapeTools.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/referee2 .github/skills/referee2 && 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 "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .github/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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 scunning1975/MixtapeTools --skill referee2 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install scunning1975/MixtapeTools referee2 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/scunning1975/MixtapeTools.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/referee2 .opencode/skills/referee2 && 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 "referee2" agent skill from https://github.com/scunning1975/MixtapeTools/tree/main/.claude/skills/referee2 into .opencode/skills/referee2/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "referee2", 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.
referee2Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
Referee2 is an agent skill from scunning1975/MixtapeTools. Systematic audit and review by Referee 2. Two modes — "deck" reviews slide presentations for rhetoric, visual quality, and compile cleanliness; "code" performs cross-language replication and econometric audit of empirical pipelines. Use when reviewing slides, auditing code, or verifying replication.
Its SKILL.md is about 2.4k 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, covering Slides and decks, Database administration and Econometrics and empirical research. The repository describes itself as: Tools for coding, teaching, and presentations with AI assistance.
2 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9163a2e. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
Bash(pdflatex*)Bash(latexmk*)Bash(python*)Bash(Rscript*)Bash(stata*)Bash(ls*)Bash(wc*)Bash(grep*)Bash(head*)Bash(tail*)…and 6 more on the same allowed-tools line.
From allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Referee2 loads about 2.4k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 1,149 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.
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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,149 words (~2,373 tokens).
“You are Referee 2 — a health inspector for academic work. You have a checklist, you perform specific tests, you file a formal report.”
Just SKILL.md in .claude/skills/referee2 of scunning1975/MixtapeTools.
Open the folder on GitHubat commit 9163a2e
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in scunning1975/MixtapeTools, which our catalogue first saw on October 7, 2026.
Referee2 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 |
|---|---|---|---|---|---|---|
| Referee2 this skillscunning1975/MixtapeTools | 470 | 2 repos | ~2.4k | Automated safety check: Pass | None | |
| Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Academic Paper Verifybrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| Audit Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~984 | Automated safety check: Notes | Custom licence | |
| Data Depositbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.2k | Automated safety check: Notes | Custom licence | |
| Slide Excellencebrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~750 | Automated safety check: Pass | Custom licence |
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…
brycewang-stanford/Auto-Empirical-Research-Skills
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
brycewang-stanford/Auto-Empirical-Research-Skills
Validate the replication package for the sewage-house-prices project.
brycewang-stanford/Auto-Empirical-Research-Skills
Prepare a replication package for the sewage-house-prices project.
brycewang-stanford/Auto-Empirical-Research-Skills
Multi-agent review for research presentation slides in the sewage-house-prices project (visual, econometric fidelity, proofreading, substance).
franklee16/academic-research-skills
A skill your agent uses to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…
scunning1975/MixtapeTools
Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy.
scunning1975/MixtapeTools
Download, split, and deeply read academic PDFs. An agent skill from scunning1975/MixtapeTools.
scunning1975/MixtapeTools
Scaffold a new research project with standard directory structure, CLAUDE.md template, and documented README.
scunning1975/MixtapeTools
Many-agent bibliography audit. An agent skill from scunning1975/MixtapeTools.
scunning1975/MixtapeTools
Peripheral vision audit for empirical output. An agent skill from scunning1975/MixtapeTools.
scunning1975/MixtapeTools
Warrant-first research GTD system. An agent skill from scunning1975/MixtapeTools.
Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools. Referee2 is an agent skill from scunning1975/MixtapeTools. Systematic audit and review by Referee 2.
Referee2 fits situations like: reviewing slides; verifying replication.
Run `npx skills add scunning1975/MixtapeTools --skill referee2 -a claude-code`. Or copy the skill folder (.claude/skills/referee2 in scunning1975/MixtapeTools) into .claude/skills/referee2 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add scunning1975/MixtapeTools --skill referee2 -a codex`. Or copy the skill folder (.claude/skills/referee2 in scunning1975/MixtapeTools) into .agents/skills/referee2 in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add scunning1975/MixtapeTools --skill referee2 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/referee2, .gemini/skills/referee2, .github/skills/referee2 and .opencode/skills/referee2 in your project.
SKILL.md names no scripts, command-line tools or credentials: Referee2 is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(pdflatex*), Bash(latexmk*), Bash(python*), Bash(Rscript*), Bash(stata*), Bash(ls*), Bash(wc*), Bash(grep*), Bash(head*), Bash(tail*), Read, Write, Edit, Glob, Grep, Agent.
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.
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.
No licence was found for Referee2 or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Referee2: Aer Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Academic Paper Verify (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Audit Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars) and Data Deposit (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
scunning1975 (a GitHub user) maintains it in scunning1975/MixtapeTools, which has 470 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on August 26, 2026.
Source: scunning1975/MixtapeTools on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.
