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Orchestrate Agent Team & Generate Audit Report

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

Linked challenge: Multi-Agent Content Rights Auditor

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Linked challenge
Multi-Agent Content Rights Auditor

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Integrate your 'Legal Analyst' and 'Provenance Investigator' agents within the Langroid framework, enabling them to collaborate effectively. Orchestrate a full audit workflow where an input content item is passed through both agents. Finally, generate a comprehensive 'Content Rights Audit Report' that combines the findings from both agents, including identified risks, sources, and recommendations for compliance.

Adaptation plan

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

Keep stable

Preserve the source structure until you know which part of the prompt is actually driving the result quality.

Tune next

Change domain facts, examples, and tool context first before you rewrite the instruction scaffold.

Verify after

Validate one failure mode at a time so prompt changes stay attributable instead of getting noisy.