136 commits since the last release, transforming DeepCamera from a monolithic AI camera backend into a decentralized Skill Platform for Aegis-AI.

🏗️ Skill Platform Architecture

• 18 skills across 10 categories: Detection, Analysis, Annotation, Automation, Streaming, Channels, Transformation, Integrations, Camera Providers, and Benchmarking
• Standardized SKILL.md manifest + requirements.txt dependency model
• JSON-lines over stdin/stdout communication protocol
• Progress event emission during startup for Aegis UI feedback
• Graceful SIGTERM shutdown handling

📊 HomeSec-Bench: 131-Test Benchmark Suite

The Home Security AI Benchmark is the anchor skill, evaluating LLM and VLM performance in residential security contexts:

• 131 tests across 16 suites (96 LLM + 35 VLM)
• Context Preprocessing, Knowledge Distillation, Event Deduplication, Security Classification
• Tool Use validation against real Aegis agent-bridge.cjs definitions
• 35 AI-generated security camera fixture frames
• Auto-generated HTML report with Historical Comparison table
• Qwen3.5 compatibility: <think></think> injection to disable reasoning, balanced-brace JSON parser, buffered token streaming with [C]/[R] field tagging, smart early-abort (100 reasoning tokens, 2× maxTokens, 2000 global cap)

🖥️ Cross-Platform Deployment

Windows

• deploy.bat equivalents for all skills with deploy.sh
• WMI-based GPU detection fallback
• Quoting bug fixes in GPU detection

AMD ROCm

• ROCm 7.2+ GPU detection
• PyTorch+HIP inference (replacing ONNX)
• Auto-detect installed ROCm version for correct PyTorch wheel
• Graceful CPU fallback when ROCm PyTorch unavailable

Apple Silicon

• YOLO routing to Neural Engine (NPU) via CoreML
• numpy <2.0.0 pin for CoreML export compatibility

🔧 Infrastructure

• CameraClaw registry migrated to DeepCamera with url field
• Third-party benchmarks removed from skill registry
• Modernized README with skill catalog and platform identity
• src/ directory index with module map and architecture docs

📦 Skill Catalog (10 Categories)

Full Changelog: Aegis...v2026.3

Add comprehensive documentation for DeepCamera integration and archit…

This release introduced a big leap of DeepCamera, SharpAI team implemented an python cli based installation helper to easily deploy AI Camera applications to your system.

This is only for testing.