name: ai-augmented-economist description: Integrate AI tools into economic research, teaching, and policy analysis with attention to privacy and reproducibility. owner: Vera / Personal tags: [AI, research, teaching] triggers: ["use AI tools","automate analysis","AI in economics"] inputs:
- name: project_context type: string required: false outputs:
- name: integration_plan type: document
- name: data_pipeline_design type: document examples:
- prompt: | Propose an AI integration plan for a small research team analyzing childcare data. expected: | Tool choices, privacy safeguards, reproducible pipeline, and SLA for model updates. guardrails: | Do not upload personally identifying data to external models; document training data provenance.
Purpose
Provide a stepwise approach to choose AI tools, build secure data pipelines, and apply AI methods responsibly in economics work.
Workflow
- Assess tasks suitable for AI augmentation
- Select tools considering privacy and licensing
- Build reproducible data pipelines and artifact tracking
- Validate outputs against domain knowledge and econometric checks
- Monitor models and document assumptions