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oxbshw / watch-skill

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 opinion. DeepWatch is the agent workspace built on DeepSeek Harness. Python + npm, MCP, CLI, REST, Web.

Why this job: name: -skill; topics: agent-skills

Watch Skill: a pixel-art scene of the Watch Skill mascot watching a screen. A filmstrip above shows the four stages — watch a source, remember it as OCR and transcript, resolve timestamped evidence, then run THE LOOP to critique and fix. The screen shows a video library, an evidence list with timestamps, and a capture-critique-fix-verify cycle ending in VERIFIED.

What it does

  • Watch Skill. the engine
  • DeepWatch. the workspace

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 2 months ago
Stars
564
+14 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest tag
deepwatch-v0.1.4
Released 2 months ago
Built with
Python
40% of the code

Is it looked after?

Contributors
1
Last 90 days
Issues
100% closed
0 still open
Pull requests
17 merged
10 waiting
Releases
13
13 in the last year

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More: languages, topics and project record

Languages

  • Python 40%
  • JavaScript 30%
  • TypeScript 20%
  • HTML 10%

Topics

  • ai-agents
  • computer-vision
  • mcp
  • multimodal
  • ocr
  • video-understanding
  • python
  • speech-to-text
  • video-analysis
  • agent-observability
  • agentic-ai
  • audio-understanding

Project record

  • JobAgent skills
  • StatusListed
  • Commits550
  • Forks82
  • Watching4
  • Stars in 28 days+82
  • CreatedJul 5, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 10, 2026

Type to search.

Try