Modify runAmp in Omni/Agent/Worker.hs to query facts before starting work. Get facts related to taskNamespace (if set) or files mentioned in task description. Include top 10 facts by confidence in the prompt as 'Knowledge Base Facts' section. This gives the agent context from previous work.
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