niyatiswaroop/magicpin-vera-ai

Vera is a deterministic outreach bot for the magicpin AI challenge. Its main workflow accepts versioned category, merchant, trigger, and customer contexts; resolves a trigger bundle on a periodic tick; composes and validates a personalized message; then records conversation and suppression state before returning an action. Merchant/customer replies follow a separate rule-based multi-turn path for intent detection, answers, and graceful exits. The graph also preserves category voice, trigger-kind specifications, and the optional local Ollama phrasing layer. Relationships reflect the README and shown imports/calls; unsampled implementation details are not inferred.