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

• Accept input from Supervisor.
• Validate input with references/action-input.schema.json.
• Apply deterministic prioritization rules to propose follow-up items.
• Emit actions with:
• action_type in call, email, or visit
• lead_id
• description
• Validate output with references/action-output.schema.json.
• 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

• Return an empty action list when evidence is insufficient.
• Reject inputs that fail schema validation.
• Surface deterministic rule conflicts in plain text diagnostics.