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LangChain Electrification Tools
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Linked challenge: Terminal Electrification & Microgrid Infrastructure Monitoring Agent with LangChain
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Linked challenge
Terminal Electrification & Microgrid Infrastructure Monitoring Agent with LangChain
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
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0 checklist items
Create custom LangChain `@tool` functions: `parse_crane_telemetry`, `calculate_battery_health`, and `create_maintenance_ticket`.
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.