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Private Inference Config
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: M&A Due Diligence Crew with GPT-5.4 Pro and Claude Sonnet 4.6.6
Format
Text-first
Lines
1
Sections
1
Linked challenge
M&A Due Diligence Crew with GPT-5.4 Pro and Claude Sonnet 4.6.6
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Configure the CrewAI agents to use a custom LLM endpoint pointing to LocalAI for sensitive data handling. Ensure the base_url is set to your local Nscale or LocalAI instance and the model ID matches the 4.6 or 5.4 families hosted there.
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 source structure until you know which part of the prompt is actually driving the result quality.
Tune next
Change domain facts, examples, and tool context first before you rewrite the instruction scaffold.
Verify after
Validate one failure mode at a time so prompt changes stay attributable instead of getting noisy.