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docs: update yolo-detection-2026 status to Testing
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README.md

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Each skill is a self-contained module with its own model, parameters, and [communication protocol](docs/skill-development.md). See the [Skill Development Guide](docs/skill-development.md) and [Platform Parameters](docs/skill-params.md) to build your own.
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| Category | Skill | What It Does |
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|----------|-------|--------------|
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| **Detection** | [`yolo-detection-2026`](skills/detection/yolo-detection-2026/) | Real-time 80+ class object detection |
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| | [`dinov3-grounding`](skills/detection/dinov3-grounding/) | Open-vocabulary detection — describe what to find |
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| | [`person-recognition`](skills/detection/person-recognition/) | Re-identify individuals across cameras |
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| **Analysis** | [`vlm-scene-analysis`](skills/analysis/vlm-scene-analysis/) | Describe what happened in recorded clips |
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| | [`sam2-segmentation`](skills/analysis/sam2-segmentation/) | Click-to-segment with pixel-perfect masks |
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| **Transformation** | [`depth-estimation`](skills/transformation/depth-estimation/) | Monocular depth maps with Depth Anything v2 |
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| **Annotation** | [`dataset-annotation`](skills/annotation/dataset-annotation/) | AI-assisted labeling → COCO export |
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| **Camera Providers** | [`eufy`](skills/camera-providers/eufy/) · [`reolink`](skills/camera-providers/reolink/) · [`tapo`](skills/camera-providers/tapo/) | Direct camera integrations via RTSP |
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| **Streaming** | [`go2rtc-cameras`](skills/streaming/go2rtc-cameras/) | RTSP → WebRTC live view |
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| **Channels** | [`matrix`](skills/channels/matrix/) · [`line`](skills/channels/line/) · [`signal`](skills/channels/signal/) | Messaging channels for Clawdbot agent |
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| **Automation** | [`mqtt`](skills/automation/mqtt/) · [`webhook`](skills/automation/webhook/) · [`ha-trigger`](skills/automation/ha-trigger/) | Event-driven automation triggers |
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| **Integrations** | [`homeassistant-bridge`](skills/integrations/homeassistant-bridge/) | HA cameras in ↔ detection results out |
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| Category | Skill | What It Does | Status |
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|----------|-------|--------------|--------|
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| **Detection** | [`yolo-detection-2026`](skills/detection/yolo-detection-2026/) | Real-time 80+ class object detection | 🧪 Testing |
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| | [`dinov3-grounding`](skills/detection/dinov3-grounding/) | Open-vocabulary detection — describe what to find | 📐 Planned |
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| | [`person-recognition`](skills/detection/person-recognition/) | Re-identify individuals across cameras | 📐 Planned |
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| **Analysis** | [`home-security-benchmark`](skills/analysis/home-security-benchmark/) | [131-test evaluation suite](#-homesec-bench--how-secure-is-your-local-ai) for LLM & VLM security performance | ✅ Ready |
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| | [`vlm-scene-analysis`](skills/analysis/vlm-scene-analysis/) | Describe what happened in recorded clips | 📐 Planned |
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| | [`sam2-segmentation`](skills/analysis/sam2-segmentation/) | Click-to-segment with pixel-perfect masks | 📐 Planned |
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| **Transformation** | [`depth-estimation`](skills/transformation/depth-estimation/) | Monocular depth maps with Depth Anything v2 | 📐 Planned |
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| **Annotation** | [`dataset-annotation`](skills/annotation/dataset-annotation/) | AI-assisted labeling → COCO export | 📐 Planned |
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| **Camera Providers** | [`eufy`](skills/camera-providers/eufy/) · [`reolink`](skills/camera-providers/reolink/) · [`tapo`](skills/camera-providers/tapo/) | Direct camera integrations via RTSP | 📐 Planned |
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| **Streaming** | [`go2rtc-cameras`](skills/streaming/go2rtc-cameras/) | RTSP → WebRTC live view | 📐 Planned |
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| **Channels** | [`matrix`](skills/channels/matrix/) · [`line`](skills/channels/line/) · [`signal`](skills/channels/signal/) | Messaging channels for Clawdbot agent | 📐 Planned |
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| **Automation** | [`mqtt`](skills/automation/mqtt/) · [`webhook`](skills/automation/webhook/) · [`ha-trigger`](skills/automation/ha-trigger/) | Event-driven automation triggers | 📐 Planned |
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| **Integrations** | [`homeassistant-bridge`](skills/integrations/homeassistant-bridge/) | HA cameras in ↔ detection results out | 📐 Planned |
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> **Registry:** All skills are indexed in [`skills.json`](skills.json) for programmatic discovery.
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