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AutoGen Synthetic Identity Triage Setup

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Linked challenge: Automate Synthetic Identity Fraud Triage with AutoGen Multi-Agent Systems

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Linked challenge
Automate Synthetic Identity Fraud Triage with AutoGen Multi-Agent Systems

Prompt source

Original prompt text with formatting preserved for inspection.

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Write a Python script creating an AutoGen GroupChat with dynamic speakers (PII Verifier, Graph Analyst, Supervisor). Triage applicants with high shared-address counts.

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.