analysis-orchestration

Model selection, cost estimation, and batch processing setup for AI-assisted coding. Helps researchers configure their analysis approach with awareness of tradeoffs.

When to Use

Use this skill when:

• User asks about which AI model to use for coding
• User mentions "cost", "batch", "API", or "configure analysis"
• User wants to process multiple documents
• User needs to understand model capabilities and costs
• Starting Stage 2 and needing to plan the approach

Capabilities

1. Model Selection Guidance - Help choose between models based on task needs
2. Cost Estimation - Estimate API costs before processing
3. Batch Strategy - Plan efficient document processing
4. API Configuration - Set up for programmatic coding (future)