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10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab automation tools.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Panel data analysis with fixed and random effects models
10 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.
Curated guide to generative AI covering LLMs and diffusion models
27 ai & machine learning skills. Trigger: ML experiments, model training, deep learning, NLP, computer vision. Design: covers frameworks, benchmarks, paper reproduction, and AI research workflows.
Papers on LLMs for IT operations and AIOps research
10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.
| 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. |
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 |
