职业分类
其他高等院校教师
描述
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
原文语言：英语
更新
这个仓库中的 skills
brycewang-stanford/Auto-Empirical-Research-Skills - 第 16 页
SkillsMP 已收集 brycewang-stanford/Auto-Empirical-Research-Skills 中的 1,111 个 Skill。打开任一 Skill 可查看来源和详情。
brycewang-stanford/Auto-Empirical-Research-Skills已展示 40 / 1,111 个已收集 Skill。
skill
职业分类
描述
更新
职业分类
其他高等院校教师
描述
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\",…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Generate publication-quality figures and tables from experiment results. Use when user says "画图", "作图", "generate figures", "paper figures", or needs plots for a paper.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Draft LaTeX paper section by section from an outline. Use when user says "写论文", "write paper", "draft LaTeX", "开始写", or wants to generate LaTeX content from a paper plan.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go from a broad robotics direction to benchmark-grounded, simulation-first ideas. Use when user says…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when user says \"找idea全流程\", \"idea discovery pipeline\",…
原文语言：英语
更新
职业分类
软件开发工程师
描述
Generate Mermaid diagrams from user requirements. Save .mmd and .md files to figures/ with syntax verification. Supports flowcharts, sequence diagrams, class diagrams, ER diagrams, Gantt charts, and many more diagram types.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Monitor running experiments, check progress, collect results. Use when user says "check results", "is it done", "monitor", or wants experiment output.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX into a submission-ready PDF.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Generate publication-quality figures and tables from experiment results. Use when user says \"画图\", \"作图\", \"generate figures\", \"paper figures\", or needs plots for a paper.
原文语言：英语
更新
职业分类
编辑
描述
Generate a structured paper outline from review conclusions and experiment results. Use when user says \"写大纲\", \"paper outline\", \"plan the paper\", \"论文规划\", or wants to create a paper plan before writing.
原文语言：英语
更新
职业分类
技术写作员
描述
Draft LaTeX paper section by section from an outline. Use when user says \"写论文\", \"write paper\", \"draft LaTeX\", \"开始写\", or wants to generate LaTeX content from a paper plan.
原文语言：英语
更新
职业分类
技术写作员
描述
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a narrative report to a polished, submission-ready PDF. Use when user says \"写论文全流程\", \"write paper…
原文语言：英语
更新
职业分类
平面设计师
描述
Generate pixel art SVG illustrations for READMEs, docs, or slides. Use when user says "画像素图", "pixel art", "make an SVG illustration", "README hero image", or wants a cute visual.
原文语言：英语
更新
职业分类
编辑
描述
Workflow 4: Submission rebuttal pipeline. Parses external reviews, enforces coverage and grounding, drafts a safe text-only rebuttal under venue limits, and manages follow-up rounds.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a submission-ready paper. Use when user says \"全流程\", \"full pipeline\", \"从找idea到投稿\", \"end-to-end…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final proposal plus detailed experiment roadmap, or asks to "串起来", build a pipeline, do it…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Get a deep critical review of research from GPT using a secondary Codex agent. Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Use when experiments complete to judge what claims the results support, what they do not, and what evidence is still missing. A secondary Codex agent evaluates results against intended claims and routes to the next action (pivot, supplement, or confirm). Use…
原文语言：英语
更新
职业分类
软件开发工程师
描述
Deploy and run ML experiments on local or remote GPU servers. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
原文语言：英语
更新
职业分类
软件开发工程师
描述
Profile a target (script, process, GPU, memory, interconnect) using external tools and code instrumentation. Produces structured performance reports with actionable recommendations. Use when user says "profile", "benchmark", "bottleneck", or wants performance…
原文语言：英语
更新
职业分类
其他高等院校教师
描述
Guide to Algorithm Visualizer for interactive algorithm exploration
原文语言：英语
更新
职业分类
数据科学家
描述
Guide to Bokeh for interactive browser-based research visualizations
原文语言：英语
更新
职业分类
数据科学家
描述
Generate publication-quality chart images from research data
原文语言：英语
更新
职业分类
数据科学家
描述
Colorblind-friendly palettes and accessible visualization design
原文语言：英语
更新
职业分类
软件开发工程师
描述
Guide to D3.js for building custom interactive data visualizations
原文语言：英语
更新
职业分类
软件开发工程师
描述
Guide to Apache ECharts for interactive research data dashboards
原文语言：英语
更新
职业分类
软件开发工程师
描述
Create maps, choropleths, and spatial data visualizations for research
原文语言：英语
更新
已展示 40 / 1,111 个已收集 Skill。