Research Writing
alfonso0512/research-writing-skill
科研论文写作助手，提供 30 个 Prompt 模板覆盖论文写作全流程. An agent skill from alfonso0512/research-writing-skill.
Adversarial Quarto vs Beamer QA. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
Install QA Quarto
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill qa-quarto -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills qa-quarto --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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .claude/skills/qa-quarto && 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 "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .claude/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quartoType 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 qa-quarto -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills qa-quarto --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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .agents/skills/qa-quarto && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .agents/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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 qa-quarto -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills qa-quarto --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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .cursor/skills/qa-quarto && 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 "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .cursor/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto--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 qa-quarto -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills qa-quarto --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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .gemini/skills/qa-quarto && 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 "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .gemini/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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 qa-quartoInstalls 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 qa-quarto -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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .github/skills/qa-quarto && 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 "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .github/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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 qa-quarto -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 qa-quarto --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/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto .opencode/skills/qa-quarto && 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 "qa-quarto" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto into .opencode/skills/qa-quarto/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-quarto", 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
qa-quarto- GitHub stars
- 4.5k
- Token cost
- ~468 tokens
- SKILL.md length
- 188 words
- Files
- 1
- Skills in repo
- 364
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Adversarial Quarto vs Beamer QA. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
- Works in 4 steps: Pre-flight → Initial Audit → Fix Cycle → …
- Tasks that involve LaTeX
- SKILL.md covers Workflow, Hard Gates (Non-Negotiable), Phase 0: Pre-flight and Phase 1: Initial Audit, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
QA Quarto is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).
Its SKILL.md is about 470 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 Documents & Office, covering LaTeX. 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…
When your agent uses it
- Tasks that involve LaTeX
Example prompts
- “/qa-quarto”
Requirements
- Pre-approved tools (allowed-tools): Read, Grep, Glob, Write, Edit, Bash, Task
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Pre-flight
- Initial Audit
- Fix Cycle
- Re-Audit
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:
ReadGrepGlobWriteEditBashTask
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
QA Quarto loads about 468 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 188 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: Read, Grep, Glob, Write, Edit, Bash, Task
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 188 words (~468 tokens).
“Compare Quarto HTML slides against their Beamer PDF benchmark using an iterative critic/fixer loop.”
- name
- qa-quarto
- allowed-tools
- Read, Grep, Glob, Write, Edit, Bash, Task
- argument-hint
- [LectureN]
- context
- fork
Files
Just SKILL.md in skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
QA Quarto 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 |
|---|---|---|---|---|---|---|
| QA Quarto this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~468 | Automated safety check: Notes | Custom licence | |
| Research Writingalfonso0512/research-writing-skill | 487 | 1 repos | ~818 | Automated safety check: Pass | MIT | |
| Paper WritingMLNLP-World/Paper-Writing-Tips | 4.7k | — | ~630 | Automated safety check: Pass | None | |
| Evomath TaoEvoScientist/EvoSkills | 475 | 2 repos | ~3.8k | Automated safety check: Pass | Apache-2.0 | |
| Math Modeling to EI Conference Paperjihe520/MathModelAgent | 6.2k | — | ~688 | Automated safety check: Pass | None | |
| PaperjurySpark-To-Paper-Skills/paperjury | 1.2k | — | ~5.3k | Automated safety check: Pass | MIT |
Similar skills
Paper Writing
MLNLP-World/Paper-Writing-Tips
学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧，帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。
Evomath Tao
EvoScientist/EvoSkills
A skill your agent uses whenever the user submits a non-trivial mathematical claim that needs a rigorous proof or audit.
Math Modeling to EI Conference Paper
jihe520/MathModelAgent
Rewrites a math modeling competition paper into an English EI conference submission, using a bundled IEEE LaTeX template, with evidence tracked back to the original paper.
Paperjury
Spark-To-Paper-Skills/paperjury
Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).
Compiledeck
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Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy.
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Related
Categories
Questions about QA Quarto
What does QA Quarto do?
Adversarial Quarto vs Beamer QA. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. QA Quarto is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Adversarial Quarto vs Beamer QA.
When should I use QA Quarto?
QA Quarto fits situations like: tasks that involve LaTeX.
How do I install QA Quarto in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill qa-quarto -a claude-code`. Or copy the skill folder (skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/qa-quarto in your project. Claude Code loads it when a task matches its description.
How do I install QA Quarto in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill qa-quarto -a codex`. Or copy the skill folder (skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/qa-quarto in your project. Codex loads it when a task matches its description.
Can I use QA Quarto 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 qa-quarto -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qa-quarto, .gemini/skills/qa-quarto, .github/skills/qa-quarto and .opencode/skills/qa-quarto in your project.
What does QA Quarto need to run?
SKILL.md names no scripts, command-line tools or credentials: QA Quarto is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Write, Edit, Bash, Task.
Does QA Quarto 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 QA Quarto 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 QA Quarto use?
QA Quarto 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 QA Quarto use?
About 468 tokens (SKILL.md is roughly 1.9k 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 QA Quarto?
Skills that share tags, products or a category with QA Quarto: Research Writing (alfonso0512/research-writing-skill, 487 stars), Paper Writing (MLNLP-World/Paper-Writing-Tips, 4.7k stars), Evomath Tao (EvoScientist/EvoSkills, 475 stars) and Math Modeling to EI Conference Paper (jihe520/MathModelAgent, 6.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains QA Quarto?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,529 GitHub stars. The repository holds 364 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.