Repository
oxbshw/watch-skill agent skills
- skills
- 10
- GitHub stars
- 460
GitHub description: “Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped evidence and proves work with deterministic contracts, not model opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.”
- Stars
- 460 (65 forks)
- Licence
- MIT
- Last push
- Sep 2026
- Created
- Jul 2026
- Homepage
- pypi.org/project/watch-skill
- ai-agents
- computer-vision
- mcp
- multimodal
- ocr
- video-understanding
- python
- speech-to-text
- video-analysis
- agent-observability
- agentic-ai
- audio-understanding
- deepseek
- deepseek-harness
- local-first
- typescript
Install all skills
npx skills add oxbshw/watch-skillAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in oxbshw/watch-skill, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error code appears", "what happens at 2:30", "does the video show Y". | oxbshw/ | 460 | 1 repo | ~550 | Automated safety check: Notes | MIT | 24 days ago |
| 2 | The user wants to connect an LLM or vision provider, already has an API key, asks "can I use OpenAI/Anthropic/Gemini/OpenRouter", wants local Ollama, or needs different cheap and strong models. | oxbshw/ | 460 | — | ~509 | Automated safety check: Notes | MIT | 24 days ago |
| 3 | 3.The Loop The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or asks "why does my UI look wrong", "check that the fix actually worked", "does… | oxbshw/ | 460 | — | ~622 | Automated safety check: Notes | MIT | 24 days ago |
| 4 | The user asks about videos watched in the past or across sessions — "have we watched anything about X", "which video showed that error", "what did that meeting decide", "search my videos", or a… | oxbshw/ | 460 | — | ~569 | Automated safety check: Notes | MIT | 24 days ago |
| 5 | The user wants to share or hand off what was found in a video — "send this analysis to my team", "make a page I can share", "export the findings", "give me something I can attach to the ticket". | oxbshw/ | 460 | 1 repo | ~408 | Automated safety check: Notes | MIT | 24 days ago |
| 6 | The user shared a video URL, a YouTube/TikTok/stream link, a local video file, a screen recording, a meeting recording, or a playlist/folder of videos — "watch this", "summarize this video", "what's… | oxbshw/ | 460 | — | ~599 | Automated safety check: Notes | MIT | 24 days ago |
| 7 | The user wants structure pulled out of a watched video — "make chapters for this video", "where does the bug appear in this recording", "turn this screen recording into a bug report", "how strong is… | oxbshw/ | 460 | — | ~490 | Automated safety check: Notes | MIT | 24 days ago |
| 8 | The user corrected an answer about a video — "no, it actually says X", "that's the wrong timestamp", "you misread the error code" — or asks why a video answer was wrong. | oxbshw/ | 460 | — | ~380 | Automated safety check: Notes | MIT | 24 days ago |
| 9 | 9.Watch Watch any video (URL, stream, or local path) via Watch Skill. | oxbshw/ | 460 | 1 repo | ~1.3k | Automated safety check: Notes | MIT | 24 days ago |
| 10 | A Watch Skill command failed, video download broke, ffmpeg or yt-dlp is missing, a provider returned an error, local vision stopped, or the user asks "why can't it watch this" or "repair my setup". | oxbshw/ | 460 | — | ~455 | Automated safety check: Notes | MIT | 24 days ago |
Questions, answered from the data.
What is the best skill in oxbshw/watch-skill?
Asking With Evidence from oxbshw/watch-skill ranks first of the 10 skills in oxbshw/watch-skill listed here, with the highest score: its repository has 460 GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 550 tokens and it has informational notes only in the automated safety check. Next come Configuring Vision and The Loop.
Are the skills in oxbshw/watch-skill official?
None yet. All 10 skills in oxbshw/watch-skill 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 oxbshw/watch-skill?
Run npx skills add oxbshw/watch-skill 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.