oxbshw/watch-skill
Give AI agents eyes and ears. Watch Skill turns video, audio and screen activity into timestamped, searchable evidence, and verifies what a tool actually did with a deterministic contract rather than a model's opinion. DeepWatch brings it into an agent workspace built on the DeepSeek Harness. MCP, CLI, REST and Web.
What does oxbshw/watch-skill do?
Give AI agents eyes and ears. Watch Skill turns video, audio and screen activity into timestamped, searchable evidence, and verifies what a tool actually did with a deterministic contract rather than a model's opinion. DeepWatch brings it into an agent workspace built on the DeepSeek Harness. MCP, CLI, REST and Web.
Adoption uses stars and forks; maintenance uses code activity; quality checks license and metadata; demand uses high-engagement open Issues; momentum uses star growth.
Editorial take
oxbshw/watch-skill stands out in creative automation because its launch connects a focused product promise with measurable community attention. It is most useful to evaluate as a workflow tool—not as a replacement for human judgment.
Best suited for
Designers, creative teams and content producers.
Main capabilities
- Give AI agents eyes and ears.
- Watch Skill turns video, audio and screen activity into timestamped, searchable evidence, and verifies what a tool actually did with a deterministic contract rather than a model's opinion.
- DeepWatch brings it into an agent workspace built on the DeepSeek Harness.
Practical use cases
oxbshw/watch-skill may be useful for turning briefs into visual concepts and accelerating creative production. The strongest fit depends on how well it integrates with a team’s existing tools, data and review process.
Open demand signals
No high-engagement open demand signal matched this project in the current scan. This does not mean demand is absent.
Potential advantages
- Focused on creative automation.
- Shows ★ 336 GitHub stars and 50 forks.
- Provides public source code and project history that can be independently verified.
Limits to consider
- The listing is based on public launch information rather than a hands-on product review.
- Features, pricing and availability may change; verify important details with the provider.
- Compare it with 3 related Radar listings before choosing a workflow.
Similar agents to compare
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What the evidence suggests
oxbshw/watch-skill ranks #127 among 167 tracked projects using public GitHub adoption, maintenance, quality, relevance, demand and momentum signals.
Automatically generated from public repository and Issue metadata. It is not a paid placement, endorsement, security audit or hands-on review.