Persona Generation Pipeline

Generate complete AI agent personas with realistic backstories, demographics, and OCEAN personality traits for the TraitorSim game. This skill orchestrates the 5-stage pipeline that uses Gemini Deep Research for demographic grounding and Claude Opus for narrative synthesis.

Quick Start

# Generate 15 personas (estimated cost: $6-7)
./scripts/generate_persona_library.sh --count 15

# Or run stages individually:
python scripts/generate_skeleton_personas.py --count 15
python scripts/batch_deep_research.py --input data/personas/skeletons/test_batch_001.json
python scripts/poll_research_jobs.py --jobs data/personas/jobs/test_batch_001_jobs.json
python scripts/synthesize_backstories.py --reports data/personas/reports/test_batch_001_reports.json
python scripts/validate_personas.py --library data/personas/library/test_batch_001_personas.json

Pipeline Overview