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Agent System Architecture

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Google ADK Fraud Guard: Multimodal Hurricane Claim Inspection

Format
Code-aware
Lines
8
Sections
1
Linked challenge
Google ADK Fraud Guard: Multimodal Hurricane Claim Inspection

Prompt source

Original prompt text with formatting preserved for inspection.

8 lines
1 sections
No variables
0 checklist items
import { Agent } from '@google/adk';
// Configure Google ADK agent with GPT-5 Pro model fallback and image parsing tools
const agent = new Agent({
  name: 'FraudGuardAgent',
  model: 'gpt-5-pro',
  tools: [fetchSatelliteImagery, parseInvoicePDF]
});
// Write the core reasoning loop for analyzing claims

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Hold the task contract and output shape stable so generated implementations remain comparable.

Tune next

Update libraries, interfaces, and environment assumptions to match the stack you actually run.

Verify after

Test failure handling, edge cases, and any code paths that depend on hidden context or secrets.