brycewang-stanford/automation-skills
skills/43-wentorai-research-plugins/skills/research/automation/SKILL.md
10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.
$ install --global
skillsauthnpx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research automation-skillsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- automation-skills
- description:
- 10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.
Research Automation — 10 Skills
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description | |-------|-------------| | ai-scientist-v2-guide | Automated scientific discovery via agentic tree search by Sakana AI | | aim-experiment-guide | Track and compare research experiments with Aim experiment tracker | | claude-academic-workflow-guide | Claude Code template for LaTeX, Beamer, and R research workflows | | data-collection-automation | Automate survey deployment, data collection, and pipeline management | | datagen-research-guide | AI-driven multi-agent research assistant for end-to-end studies | | kedro-pipeline-guide | Build reproducible data science pipelines with Kedro for research projects | | mle-agent-guide | Intelligent companion for ML engineering with arXiv integration | | paper-to-agent-guide | Transform research papers into interactive AI agents for exploration | | rd-agent-guide | Microsoft AI-driven R&D agent for automated data and model development | | research-workflow-automation | Automate repetitive research tasks with pipelines, schedulers, and scripting |
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