watch-skill
PulseGate's liveness check found it on 8 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 8 Aug 2026. How this is checked
watch-skill is an open-source developer package that lets AI agents watch, index, query, and iterate on video. It provides MCP, CLI, REST, and Python interfaces with transcription, vision, FFmpeg, and yt-dlp support.
Inferred · not functionally tested
Overview
6 featuresPurpose: Giving AI agents a way to ingest, index, understand, and interact with video content.
Inferred · not functionally tested
Audience: AI developers building video-capable agents
Inferred · not functionally tested
Functions: data_extraction, agents
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, self_hosted, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
watch-skill sits in PulseGate's Frameworks & runtimes category. Inferred · not functionally tested: It focuses on giving AI agents a way to ingest, index, understand, and interact with video content. Inferred · not functionally tested: watch-skill is an open-source project aimed at AI developers building video-capable agents. Basis unknown · not verified: watch-skill is open source under the MIT license. Basis unknown · not verified: It runs on the command line and API, and it can be self-hosted.
Behind watch-skill is oxbshw, and it first shipped in 2026. The project is developed in the open on GitHub with 267 stars and 77 commits in the last 90 days. Inferred · not functionally tested: Among its 6 catalogued features are video input, video indexing, and Video Q&A. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Video input
- Video indexing
- Video Q&A
- Video iteration
- MCP server
- CLI access
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed8 Aug · 17:28 UTCwatch-skill seen via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about watch-skill
- What does watch-skill do?
- Inferred · not functionally tested: Watch-skill focuses on giving AI agents a way to ingest, index, understand, and interact with video content. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use watch-skill?
- Inferred · not functionally tested: watch-skill is an open-source project built for AI developers building video-capable agents.
- Does watch-skill have a free plan?
- Basis unknown · not verified: Yes — watch-skill is open source under the MIT license and free to use.
- What platforms does watch-skill run on?
- Basis unknown · not verified: watch-skill runs on the command line and API. It can also be self-hosted.
- Is watch-skill still maintained?
- PulseGate's liveness check found it on 8 Oct 2026. Its GitHub repository shows 77 commits in the last 90 days.
- Who develops watch-skill?
- watch-skill is developed by oxbshw.
- How long has watch-skill been around?
- watch-skill first shipped in 2026.
- Is watch-skill open source?
- Basis unknown · not verified: Yes — watch-skill is open source under the MIT license, developed on GitHub.
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