ai-scientist-v2 - Operate and configure AI-Scientist-v2
Guides AI-Scientist-v2 setup, model provider integration, Semantic Scholar access, experiment execution, paper writing, review, and Streamlit console configuration.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Configure project files
- Integrate OpenAI-compatible providers
- Configure environment variables
- Search Semantic Scholar papers
- Tune runtime settings
- Launch experiments
- Generate research papers
- Run AI peer reviews
- Configure Streamlit console
Inputs
- Project source files
- Model provider credentials
- Semantic Scholar API key
- Ideas JSON path
- Launch parameters
- Runtime configuration
Outputs
- Experiment files
- Generated papers
- AI review results
- Plot aggregations
- Token usage costs
- Streamlit console state
Requirements
- AI-Scientist-v2 repository
- Python dependencies
- Model provider access
- Semantic Scholar API access
- Environment variable support
- Streamlit runtime