chore: add issue templates, CONTRIBUTING.md, expand README#1
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Add GPU backend example, type safety section, use cases, package overview table, and dependency links. Fix quickstart to include required context.Context parameter.
Contributor guide covering development setup, GPU testing (CUDA/ROCm/ OpenCL), code style, commit conventions, and key conventions including Engine[T] interface, purego GPU bindings, assembly SIMD code, and the GPU Runtime Abstraction Layer.
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Summary
Phase 18 deliverables from developer adoption campaign.