Cut Clean

C 66 completed
Other
desktop_app / json · small
142
Files
43,321
LOC
5
Frameworks
9
Languages

Pipeline State

completed
Run ID
#1542355
Phase
done
Progress
0%
Started
2026-04-16 21:22:42
Finished
2026-04-16 21:22:42
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
78.33
Framework unique
Isolation
Last stage change
2026-05-10 03:34:51
Deduplication group #1938197
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

AI Prompt

Create an AI-powered desktop video editor called CutClean. I need it to automatically remove filler words (like "um" and "uh") and silences longer than 0.5 seconds from videos using on-device ML. The application must feature a canvas-based timeline with waveform visualization, a full word-level transcript editor that allows click-to-seek, and non-destructive editing toggles. It should also support exporting in 1080p, 2K, or 4K quality, and must run cross-platform on macOS and Windows. Use React for the frontend and Rust for the backend logic.
typescript react tauri rust video-editor desktop-app ai frontend backend local-processing
Generated by gemma4:latest

Catalog Information

Create an AI-powered desktop video editor called CutClean. I need it to automatically remove filler words (like "um" and "uh") and silences longer than 0.5 seconds from videos using on-device ML. The application must feature a canvas-based timeline with waveform visualization, a full word-level transcript editor that allows click-to-seek, and non-destructive editing toggles. It should also support exporting in 1080p, 2K, or 4K quality, and must run cross-platform on macOS and Windows. Use React

Tags

typescript react tauri rust video-editor desktop-app ai frontend backend local-processing

Quality Score

C
66.2/100
Structure
48
Code Quality
88
Documentation
80
Testing
40
Practices
60
Security
75
Dependencies
90

Weaknesses

  • No LICENSE file — legal ambiguity for contributors
  • No CI/CD configuration — manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 2106 duplicate lines detected — consider DRY refactoring
  • 5 'god files' with >500 LOC need decomposition

Recommendations

  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Languages

json
62.8%
typescript
22.1%
rust
11.0%
markdown
2.1%
html
1.1%
css
0.7%
javascript
0.1%
toml
0.1%
xml
0.0%

Frameworks

React Tauri Jest Tailwind CSS Vite

Symbols

variable590
function445
interface139
struct54
constant39
extension15
type_alias9
enum5
class1

Quality Timeline

1 quality score recorded.

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