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implementation
Craft Gemini 2.5 Pro Prompts for Query Understanding
Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.
Linked challenge: Agentic Video Scene Skipper
Format
Text-first
Lines
1
Sections
1
Linked challenge
Agentic Video Scene Skipper
Prompt source
Original prompt text with formatting preserved for inspection.
1 lines
1 sections
No variables
0 checklist items
Develop the primary prompts for Gemini 2.5 Pro to interpret user queries and extract intent (e.g., 'skip', 'find', 'play from'). Show how you'll use its multimodal capabilities to handle potentially ambiguous queries or those relying on visual context (even if textually described). Focus on enabling extended thinking to break down complex requests into simpler search terms.
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.