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Develop Claude Opus 4.1 Agents with Marvin
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: AI Content Licensing Agent
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Linked challenge
AI Content Licensing Agent
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
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0 checklist items
Using Marvin, define the 'Publisher Agent' and 'Crawler Agent' personas. Specify their core capabilities, access to tools (e.g., pricing model, RSL rulebook), and use Claude Opus 4.1 to empower their reasoning for generating proposals, evaluating counter-proposals, and making decisions. Emphasize structured outputs for A2A messages.
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.