Locate anything with progressive search expansion, multi-source validation, and iterative refinement until found.
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Need → Clarify → Search → Validate → [Found? Deliver : Expand]
Keep searching until found or exhausted. Start narrow, expand progressively. Validate before delivering.
Not for: Things you already know, simple lookups, browsing.
Before searching, clarify:
| Element | Why |
|---|---|
| What exactly? | Avoid finding wrong thing |
| Success criteria | How will we know it's right? |
| Constraints | Budget, location, time, format |
| Already tried? | Don't repeat failed paths |
If user is vague → ask ONE clarifying question, then start.
Start narrow, expand if not found:
1. Obvious sources → Direct lookup, known locations 2. Specialized sources → Domain-specific databases, expert communities 3. Alternative queries → Different words, related concepts 4. Indirect paths → Who would know? What links to this? 5. Ask human → More context, different angle
Each expansion: try multiple sources in parallel when possible.
Before delivering, verify:
If uncertain → say so. "Found X but not 100% sure it's what you need."
FOUND: [what] WHERE: [source] CONFIDENCE: [high/medium/low] CAVEATS: [if any]
If multiple results: summarize and let user choose.
If exhausted all paths:
Related: For iterating until success criteria are met, see
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