feat: migrate Coral TPU skill from pycoral to ai-edge-litert (LiteRT)#180

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solderzzc wants to merge 17 commits intodevelopfrom

feature/coral-tpu-detection

Commits on Mar 28, 2026

feat: add Coral TPU detection skill to registry (skills.json)
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fix: add model download step to Coral TPU deploy.sh
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feat: add pre-compiled SSD MobileNet V2 Edge TPU model (6.7MB)
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fix: add CPU-only fallback model for Coral TPU skill
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refactor: switch Coral TPU deployment strategy back to Docker with USB passthrough
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refactor(skills): coral tpu now uses js monitor for host entry tracking
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fix(yolo-coral-tpu): synchronize host frame map to absolute container path in monitor wrapper
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feat(yolo-coral-tpu): explicit usb requirement in manifest
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refactor(yolo-coral-tpu): migrate from docker to native python execution
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refactor(yolo-coral-tpu): remove monitor.js in favor of direct python runtime detection
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feat(yolo-coral-tpu): migrate completely to native inline OS GUI driver deployments
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feat(yolo-coral-tpu): implement multi-stage native macOS authorization prompt
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fix(coral-tpu): correct Apple Silicon driver path for libedgetpu.1.dylib
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