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Build Provenance Investigator Agent & MCP Firecrawl Integration

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Linked challenge: Multi-Agent Content Rights Auditor

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Linked challenge
Multi-Agent Content Rights Auditor

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Create the 'Content Provenance Investigator' agent. This agent should receive a content fragment and use LlamaIndex for internal content database search. Additionally, integrate a simulated web crawling tool (like Firecrawl) via MCP to search for external matches on the web. Claude Opus 4.1 should then synthesize these findings to generate a provenance report, matching the `ProvenanceResearchTask` format.

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.