Individual skill
the-loop
The user built or changed something visual — a UI, an animation, a game, a generated video — and wants it verified, or asks "why does my UI look wrong", "check that the fix actually worked", "does the animation glitch". Use this to record the running thing, critique the recording against plain-language pass criteria, and iterate until it passes with before/after proof.
skills/the-loop/SKILL.md
Source commit f1317c8fe64744a606c31867b05fbbe3144268c6
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
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- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
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Repository context
- Repository stars (not skill ratings)
- 561
- Repository last updated
- Oct 26, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- computer-vision Repository topic
- mcp Repository topic
- multimodal Repository topic
- ocr Repository topic
- video-understanding Repository topic
- python Repository topic
- speech-to-text Repository topic
- video-analysis Repository topic
- agent-observability Repository topic
- design Derived category
- design-interface Derived category
Files and excerpt
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# THE LOOP
A screenshot shows a moment; it cannot show a flow. THE LOOP records the
actual running target, watches the recording, and judges it against pass
criteria you state in plain language. The loop only observes — YOU apply
the fixes, then iterate. On pass it renders a before/after MP4 + GIF as
proof.
## UI / web page / desktop window
```bash
watch-skill loop start "<url | screen: | window:<title> | file>" "<pass criteria>" [--script '<json steps>']
# ...apply the suggested fixes to the code...
watch-skill loop iterate <loop_id>