---
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](./ai-scientist-v2-guide/SKILL.md) | Automated scientific discovery via agentic tree search by Sakana AI |
| [aim-experiment-guide](./aim-experiment-guide/SKILL.md) | Track and compare research experiments with Aim experiment tracker |
| [claude-academic-workflow-guide](./claude-academic-workflow-guide/SKILL.md) | Claude Code template for LaTeX, Beamer, and R research workflows |
| [data-collection-automation](./data-collection-automation/SKILL.md) | Automate survey deployment, data collection, and pipeline management |
| [datagen-research-guide](./datagen-research-guide/SKILL.md) | AI-driven multi-agent research assistant for end-to-end studies |
| [kedro-pipeline-guide](./kedro-pipeline-guide/SKILL.md) | Build reproducible data science pipelines with Kedro for research projects |
| [mle-agent-guide](./mle-agent-guide/SKILL.md) | Intelligent companion for ML engineering with arXiv integration |
| [paper-to-agent-guide](./paper-to-agent-guide/SKILL.md) | Transform research papers into interactive AI agents for exploration |
| [rd-agent-guide](./rd-agent-guide/SKILL.md) | Microsoft AI-driven R&D agent for automated data and model development |
| [research-workflow-automation](./research-workflow-automation/SKILL.md) | Automate repetitive research tasks with pipelines, schedulers, and scripting |
