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Post job hallucination/synthetic analysis pipeline/skill #4

Description

@nickotto

Instead of a single llm call for post analysis job completion cleanup through the orchestrator, have another agentic pipeline that processes the scripts that were generated by the analysis agent.

it should:

  • assess the verdict_results.json and run api calls to the backend to update the hypothesis table
  • update the profile.md and insights.md with whatever important nuance was observed in the report.md from the job
  • potentially auto add hypotheses into the queue based on some confidence/novelty metric

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