watch-skill

About watch-skill

Watch Skill Give every AI agent eyes for video — and a way to check its own work. Install · Documentation · Examples · Comparison · Roadmap Watch Skill turns videos, live streams, meetings, and screen recordings into a searchable, timestamped index. An agent can ask what happened, get an answer that cites the exact moment behind it, and ask again tomorrow without processing the video a second time. When the video is the agent's own browser or desktop session, THE LOOP closes the circle: record the work, judge it again

agent-observability agent-skills agentic-ai ai-agents audio-understanding computer-vision deepseek deepseek-harness deepwatch llm

Quick Facts

Stars	485
Forks	68
Language	Python
Category	MCP Server
License	MIT
Quality Score	41.55/100
Open Issues	6
Last Updated	2026-10-14
Created	2026-07-05
Platforms	claude-code, cli, mcp, python
Est. Tokens	~305k

Compatible Skills

These tools work well together with watch-skill for enhanced workflows:

vox-director — semantic(0.39)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
video-recap-skills — semantic(0.34)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
super-video-maker-skill — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
Moonshine-Image — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
ai-powered-video-analyzer — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)

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Frequently Asked Questions

What is watch-skill?

watch-skill is 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 opin. It is categorized as a MCP Server with 485 GitHub stars.

What programming language is watch-skill written in?

watch-skill is primarily written in Python. It covers topics such as agent-observability, agent-skills, agentic-ai.

How do I install or use watch-skill?

You can find installation instructions and usage details in the watch-skill GitHub repository at github.com/oxbshw/watch-skill. The project has 485 stars and 68 forks, indicating an active community.

What license does watch-skill use?

watch-skill is released under the MIT license, making it free to use and modify according to the license terms.

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