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planning
Initial System Architecture Design
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Build a Context-Aware Personal Knowledge Agent
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Linked challenge
Build a Context-Aware Personal Knowledge Agent
Prompt source
Original prompt text with formatting preserved for inspection.
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Design a high-level LangGraph architecture for your Personal Knowledge Agent. Define the core nodes (e.g., Ingestion, Reasoning, Tool_Execution, Response_Generation) and the transitions between them. Consider how multimodal RAG and extended thinking will be integrated into this graph. How will adaptive reasoning budgets be managed within this flow?
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 role framing, objective, and reporting structure so comparison runs stay coherent.
Tune next
Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.
Verify after
Check whether the prompt asks for the right evidence, confidence signal, and escalation path.