Pipeline Shepherd

Daily cron scan (7:45 AM ET) of all active projects. Rules engine detects stuck projects and takes auto-actions.

Connections

• depends on: supabase-service
• depends on: whatsapp-service
• depends on: notification-service
• triggers: auto-validation-service
• runs via: unlikely-scheduler
• pure Python: no external libraries

Notes

• Idempotent — checks today’s report before running
• Actions: WhatsApp nudges, portal notifications, auto-validation triggers
• Rules engine pattern: each rule has condition + action + cooldown
• Stale project threshold: >45 days