skills/12-pedrohcgs-claude-code-my-workflow/dot-claude/skills/qa-quarto/SKILL.md
Adversarial Quarto vs Beamer QA. Critic finds issues, fixer applies fixes, loops until APPROVED (max 5 rounds).
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research qa-quartoInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Compare Quarto HTML slides against their Beamer PDF benchmark using an iterative critic/fixer loop.
Philosophy: The Beamer PDF is the gold standard. The Quarto translation must be at least as good in every dimension.
Phase 0: Pre-flight → Phase 1: Critic audit → Phase 2: Fixer → Phase 3: Re-audit → Loop until APPROVED (max 5 rounds)
| Gate | Condition | |------|-----------| | Overflow | NO content cut off | | Plot Quality | Interactive charts >= static plots | | Content Parity | No missing slides/equations/text | | Visual Regression | Quarto >= Beamer in all dimensions | | Slide Centering | Content centered, no jumping | | Notation Fidelity | All math verbatim from Beamer |
Launch the quarto-critic agent to compare Beamer vs Quarto comprehensively. Report saved to quality_reports/[Lecture]_qa_critic_round1.md.
If not APPROVED, launch quarto-fixer agent to apply fixes (Critical → Major → Minor), re-render, and verify.
Re-launch critic to verify fixes. Loop back to Phase 2 if needed.
Max 5 fix rounds. After that, escalate to user with remaining issues.
Save to quality_reports/[Lecture]_qa_final.md with hard gate status, iteration summary, and remaining issues.
tools
Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening, citation-checking, and paper writing. Use when the user asks "what tool should I use to..." OR "install/run/use <tool> to ..." for research/lit-review work: automating a survey or related-work section, PDF→Markdown extraction for LLMs (MinerU/marker/docling), PRISMA / systematic review (ASReview), citation-backed Q&A over PDFs (PaperQA2), wiring papers into Claude/Cursor via MCP (arxiv/paper-search/zotero servers), or chatting with a Zotero library. Ships a launcher (scripts/litrun.py) that installs each tool in an isolated venv and runs it. Curated catalog of 70+ vetted projects. 支持中英文(用于「文献综述工具选型」与「一键安装/运行」)。
development
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
documentation
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tools
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