automation-skills
Skill298 starsChanged 8 months agoMITView on GitHub
10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.
In this repository39 other files it gives its agents.
- dataviz-skillsSkill
- econometrics-skillsSkill
- statistics-skillsSkill
- wrangling-skillsSkill
- ai-ml-skillsSkill
- biomedical-skillsSkill
- business-skillsSkill
- chemistry-skillsSkill
- cs-skillsSkill
- ecology-skillsSkill
- economics-skillsSkill
- education-skillsSkill
- finance-skillsSkill
- geoscience-skillsSkill
- humanities-skillsSkill
- law-skillsSkill
- math-skillsSkill
- pharma-skillsSkill
- physics-skillsSkill
- social-science-skillsSkill
- discovery-skillsSkill
- fulltext-skillsSkill
- metadata-skillsSkill
- search-skillsSkill
- deep-research-skillsSkill
- funding-skillsSkill
- methodology-skillsSkill
- paper-review-skillsSkill
- code-exec-skillsSkill
- diagram-skillsSkill
- document-skillsSkill
- knowledge-graph-skillsSkill
- ocr-translate-skillsSkill
- scraping-skillsSkill
- citation-skillsSkill
- composition-skillsSkill
- latex-skillsSkill
- polish-skillsSkill
- templates-skillsSkill
The file
Files
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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