Back to Prompt Library
planning
Initial LangGraph Architecture Design
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Graph-Based Legal Aid
Format
Text-first
Lines
1
Sections
1
Linked challenge
Graph-Based Legal Aid
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Design a LangGraph architecture for a legal aid chatbot focused on probate. The system must address hallucination, enable self-correction, and integrate external legal databases. Detail the agent roles, their states, and transitions, explicitly mentioning where Claude Opus 4.1 will be used and how A2A communication will facilitate verification and adaptive thinking budgets will control resource usage.
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.