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ajinkya-t

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• 4 skills
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• 20 hours ago last updated

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   Oracle Ask · ajinkya-t

   Answer product behavior questions using the product intelligence cache. Handles cache hits, stale docs, and cache misses with automatic write-back. Auto-invokes on questions about what happens when users do something, what errors users see, what permissions control access, or how features actually behave vs. how they were specified.
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   Oracle Eval · ajinkya-t

   Analyze oracle usage and performance. Reads the eval log and produces a summary of cache hit rates, confidence distribution, cost estimates, and most-queried flows. Use to assess how well the oracle is working.
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   Oracle Init · ajinkya-t

   Generate a product intelligence cache for this codebase. Detects the application type (web app, CLI, library, event-driven service, etc.), then scans for user-facing entry points, access control, error handling, and feature flags to build a PM-readable product map and starter flow documents. Works on any language or framework. Use on first setup or full regeneration.
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   Oracle Refresh · ajinkya-t

   Regenerate stale product intelligence docs. Can target a specific flow or refresh the entire L1 product map. Use after significant code changes or when staleness warnings appear frequently.
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