action-suggester

# Action Suggester Produce ranked follow-up suggestions without taking any external action. ## Quick Triggers - Suggest next actions for today's P1 leads. - Build a call/email/visit plan from summary. - Draft follow-up queue for unresolved high-priority leads. ## Recommended Chain `summary-generator -> action-suggester -> supervisor confirmation` ## Execute Workflow 1. Accept input from Supervisor. 2. Validate input with `references/action-input.schema.json`. 3. Apply deterministic prioritization rules to propose follow-up items. 4. Emit actions with: - `action_type` in `call`, `email`, or `visit` - `lead_id` - `description` 5. Validate output with `references/action-output.schema.json`. 6. Return suggestions for human or Supervisor review only. ## Enforce Boundaries - Never execute suggested actions. - Never send messages, emails, or calendar invites. - Never write to database or stateful systems. - Never parse raw chat exports. - Never approve its own output for execution. ## Handle Errors 1. Return an empty action list when evidence is insufficient. 2. Reject inputs that fail schema validation. 3. Surface deterministic rule conflicts in plain text diagnostics.