skills/43-wentorai-research-plugins/skills/writing/polish/SKILL.md
9 editing & proofreading skills. Trigger: polishing drafts, academic tone, proofreading, translation. Design: style checkers and editing workflows for clear, concise academic English.
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research polish-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description | |-------|-------------| | academic-tone-guide | Adjust writing tone and register for academic audiences and venues | | academic-translation-guide | Academic translation, post-editing, and Chinglish correction guide | | academic-writing-refiner | Checklist-driven academic English polishing and Chinglish correction | | ai-writing-humanizer | Remove AI-generated patterns to produce natural, authentic academic writing | | chinese-text-humanizer | Transform AI-generated Chinese text into natural academic writing style | | conciseness-editing-guide | Eliminate wordiness and redundancy in academic prose for clarity | | grammar-checker-guide | Use grammar and style checking tools to polish academic manuscripts | | paper-polish-guide | Review and polish LaTeX research papers for clarity and style | | plagiarism-detection-guide | Use plagiarism detection tools and ensure manuscript originality |
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
Use when the project collects primary data or runs a field, lab, or survey experiment, before the intervention begins — write the pre-analysis plan, size the sample from a power calculation, and register with the AEA RCT Registry. Apply after the design is chosen in aer-identification and before any outcome data are seen.
tools
Guide economists to authoritative data sources with explicit, confirmed data specifications before retrieval; interfaces with Playwright MCP to navigate portals and extract real data, not articles about data.