Repository
SharpAI/DeepCamera agent skills
- skills
- 15
- GitHub stars
- 3.1k
GitHub description: “Open-Source AI Camera Skills Platform, AI NVR & CCTV Surveillance. Local VLM video analysis with Qwen, DeepSeek, SmolVLM, LLaVA, YOLO26. LLM-powered agentic security camera agent — watches, understands, remembers & guards your home via Telegram, Discord or Slack. Pluggable AI skills. OpenAI, Google, Anthropic or local AI. Runs on Mac Mini & AI PC.”
- Stars
- 3,086 (487 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Mar 2019
- Homepage
- sharpai.org
- ai
- deep-learning
- face-recognition
- object-detection
- video-surveillance
- machine-learning
- python
- home-assistant
- camera
- computer-vision
- raspberry-pi
- ai-camera
- cctv
- home-security
- llama-cpp
- llm
Install all skills
npx skills add SharpAI/DeepCameraAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in SharpAI/DeepCamera, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | AI-assisted dataset annotation with COCO export — bbox, SAM2, DINOv3 methods | SharpAI/ | 3.1k | — | ~705 | Automated safety check: Pass | MIT | 20 days ago |
| 2 | Real-time depth map privacy transforms using Depth Anything v2 (CoreML + PyTorch) | SharpAI/ | 3.1k | — | ~945 | Automated safety check: Pass | MIT | 20 days ago |
| 3 | Interactive click-to-segment using Segment Anything 2 — AI-assisted labeling for Annotation Studio | SharpAI/ | 3.1k | — | ~594 | Automated safety check: Pass | MIT | 20 days ago |
| 4 | YOLO 2026 — state-of-the-art real-time object detection. An agent skill from SharpAI/DeepCamera. | SharpAI/ | 3.1k | — | ~1.5k | Automated safety check: Pass | MIT | 20 days ago |
| 5 | Google Coral Edge TPU — real-time object detection natively (macOS / Linux) | SharpAI/ | 3.1k | — | ~1.2k | Automated safety check: Pass | MIT | 20 days ago |
| 6 | Google Coral Edge TPU — real-time object detection natively via Windows WSL | SharpAI/ | 3.1k | — | ~1.1k | Automated safety check: Pass | MIT | 20 days ago |
| 7 | OpenVINO — real-time object detection via Docker (NCS2, Intel GPU, CPU) | SharpAI/ | 3.1k | — | ~1.3k | Automated safety check: Pass | MIT | 20 days ago |
| 8 | Dataset annotation management — COCO labels, sequences, export, and Kaggle upload | SharpAI/ | 3.1k | — | ~495 | Automated safety check: Pass | MIT | 20 days ago |
| 9 | Multi-camera RTSP to WebRTC streaming via go2rtc. An agent skill from SharpAI/DeepCamera. | SharpAI/ | 3.1k | — | ~450 | Automated safety check: Pass | MIT | 20 days ago |
| 10 | Bidirectional Home Assistant integration — HA cameras in, detection results out | SharpAI/ | 3.1k | — | ~437 | Automated safety check: Pass | MIT | 20 days ago |
| 11 | Agent-driven YOLO fine-tuning — annotate, train, export, deploy | SharpAI/ | 3.1k | — | ~985 | Automated safety check: Pass | MIT | 20 days ago |
| 12 | Reolink camera integration — RTSP and HTTP API. An agent skill from SharpAI/DeepCamera. | SharpAI/ | 3.1k | — | ~329 | Automated safety check: Pass | MIT | 20 days ago |
| 13 | Fire Aegis detection events in Home Assistant. An agent skill from SharpAI/DeepCamera. | SharpAI/ | 3.1k | — | ~281 | Automated safety check: Pass | MIT | 20 days ago |
| 14 | Signal messaging channel for Clawdbot agent. An agent skill from SharpAI/DeepCamera. | SharpAI/ | 3.1k | — | ~222 | Automated safety check: Pass | MIT | 20 days ago |
| 15 | Publish Aegis events to MQTT broker | SharpAI/ | 3.1k | — | ~384 | Automated safety check: Pass | MIT | 20 days ago |
Questions, answered from the data.
What is the best skill in SharpAI/DeepCamera?
Dataset Annotation from SharpAI/DeepCamera ranks first of the 15 skills in SharpAI/DeepCamera listed here, with the highest score: its repository has 3.1k GitHub stars, its SKILL.md loads about 705 tokens and it passes the automated safety check with no findings. Next come Depth Estimation and Segmentation Sam2.
Are the skills in SharpAI/DeepCamera official?
None yet. All 15 skills in SharpAI/DeepCamera listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from SharpAI/DeepCamera?
Run npx skills add SharpAI/DeepCamera in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.