Prompt Details
Model
Chat - (gpt-6-luna)
Token size
461
Example input
[Target Business Process]: Enterprise SaaS client onboarding involving KYC identity verification, webhook configuration, CRM database population, and customized Slack welcome dispatch.
[Agent Roles & Hierarchy]: Orchestrator agent coordinating 3 worker subagents (Identity Verification Agent, Database Sync Agent, Notification Agent) and 1 Compliance Validator.
[Available APIs & Tools]: Persona KYC API, HubSpot CRM REST API, AWS Secrets Manager, Slack Webhook SDK.
[State Management Schema]: Centralized JSON session state tracking customer_id, kyc_status, hubspot_contact_id, verification_timestamp, and error_flags.
[Failure & Loop Guardrails]: Maximum 3 retry attempts per API call with exponential backoff, strict timeout of 120 seconds, human-in-the-loop escalation on compliance mismatch.
Example output
MULTI-AGENT TOPOLOGY & DAG:
1. Orchestrator receives onboarding webhook payload -> dispatches KYC task to Identity Verification Worker.
2. Upon KYC approval -> dispatches parallel tasks to Database Sync Worker (HubSpot) and Slack Notification Worker.
3. Compliance Evaluator validates full state checksum before emitting onboarding_complete event.
SUBAGENT SPECIFICATIONS:
- Identity Verification Worker: Scoped strictly to Persona API calls. Read-only access to customer ID.
- Database Sync Worker: Scoped to HubSpot REST API endpoints with retry queue.
- Compliance Evaluator: Deterministic rule validator checking all state fields before sign-off.
TOOL JSON SCHEMAS:
{
"name": "verify_kyc_identity",
"description": "Submits identity artifacts to Persona API and returns verified status.",
"parameters": {
"type": "object",
"properties": {
"inquiry_id": {"type": "string"},
"document_type": {"type": "string", "enum": ["passport", "drivers_license"]}
},
"required": ["inquiry_id", "document_type"]
}
}
GUARDRAILS & EXIT CRITERIA:
- Max Retries: 3 with exponential backoff (2s, 4s, 8s).
- Timeout: 120s hard execution boundary.
- Escalation: Any discrepancy triggers human-in-the-loop review flag in Slack #onboarding-ops.
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GPT-6-LUNA
Autonomous agent skill that architectures production-grade multi-agent systems and custom tool interfaces. It transforms complex business workflows into deterministic DAGs, designs strict JSON tool schemas, establishes state handoffs, and engineers adversarial verification loops to eliminate infinite agent loops and hallucinations. Essential for AI engineers, founders, and technical architects deploying reliable autonomous agents.
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Added 47 minutes ago
