skills/43-wentorai-research-plugins/skills/domains/cs/SKILL.md
10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.
npx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research cs-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description | |-------|-------------| | ai-security-papers-guide | AI security papers from top-4 security conferences | | algorithms-complexity-guide | Analyze algorithm complexity and computational efficiency for research | | code-llm-papers-guide | Survey and paper collection on LLMs for code generation | | dblp-api | Search computer science publications, authors, and venues via DBLP | | distributed-systems-guide | Distributed systems design patterns and analysis for CS research | | formal-verification-guide | Formal methods, theorem proving, and model checking for CS research | | gaussian-splatting-papers-guide | Curated papers and resources for 3D Gaussian Splatting | | llm-aiops-guide | Papers on LLMs for IT operations and AIOps research | | software-engineering-research | Guide to software engineering research topics and methodologies | | software-heritage-api | Archive and retrieve source code history via Software Heritage API |
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.