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beam
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Tool profile

oxbshw/watch-skill

stalling

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.

agent-toolsai-agentsclaudeclaude-codecomputer-visionffmpeglangchainlocal-ai
Velocity score
0.33/ 10
[STARS]
386
[FORKS]
56
[CONTRIBUTORS]
4
[LAST_COMMIT]
20d ago
OPEN_ON_GITHUB
Velocity class: stalling
Is oxbshw/watch-skill still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
545/ 1000
mcp · oxbshw/watch-skill
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
585
[INSTALL_VEL]
500
[ACTIVITY]
545
[COMMUNITY_SIGNAL]
409

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout