watch-skill
Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work. MCP, CLI, REST, local-first.
Transform videos and screen recordings into searchable evidence for AI agents, allowing them to learn and verify their work.
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Free · no card · unsubscribe anytimeVideo understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work. MCP, CLI, REST, local-first.
watch-skill has 321 stars on GitHub. It has been forked 50 times. watch-skill is written mainly in Python. It has been in active development since 2026. watch-skill is available under the MIT license. Its main topics are agent-tools, ai-agents, claude, claude-code.
What is watch-skill?
Video understanding and self-verification for AI agents. Turn videos, streams, and agent screen recordings into searchable, timestamped evidence—then use THE LOOP to inspect, fix, and verify the work. MCP, CLI, REST, local-first.
Is watch-skill open source?
watch-skill is an open-source project. It is released under the MIT license.
Is watch-skill free?
Yes. watch-skill is free and open source — you can use, modify and self-host it.
What license does watch-skill use?
watch-skill is available under the MIT license.
What language is watch-skill written in?
watch-skill is written mainly in Python.
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