Scribe

D 60 completed
Other
web_app / json · small
62
Files
14,427
LOC
3
Frameworks
9
Languages

Pipeline State

completed
Run ID
#390800
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
59.47
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #49726
Member of a group with 7 similar repo(s) — canonical #108318 view group →
Top concepts (2)
Project DescriptionWeb Frontend
All rows above produced by Repobility · https://repobility.com

AI Prompt

Create a local-first meeting transcription and summarization application for macOS. I want it to capture both system and microphone audio using ScreenCaptureKit and CoreAudio. The core functionality should involve transcribing the audio locally using whisper.cpp, and then generating structured summaries—including action items, decisions, and follow-ups—using the Claude API. Please include features for viewing meeting history with full-text search, and ideally, an optional fallback summarization using Ollama. The tech stack should utilize Electron for the shell, React and TypeScript for the frontend, Vite for bundling, and use SQLite for local storage.
electron react typescript macos audio-capture transcription summarization whisper.cpp claude-api sqlite web-app
Generated by gemma4:latest

Catalog Information

Local-first meeting transcription and summarization for macOS.

Description

Local-first meeting transcription and summarization for macOS.

Novelty

3/10

Tags

electron react typescript macos audio-capture transcription summarization whisper.cpp claude-api sqlite web-app

Technologies

anthropic electron react tailwind vite

Claude Models

claude-opus-4-6

Quality Score

D
59.7/100
Structure
56
Code Quality
86
Documentation
37
Testing
0
Practices
77
Security
100
Dependencies
60

Strengths

  • Code linting configured (eslint)
  • Good security practices \u2014 no major issues detected
  • Properly licensed project

Weaknesses

  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 444 duplicate lines detected \u2014 consider DRY refactoring
  • 1 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment

Security & Health

8.8h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility analyzer · published findings · https://repobility.com
MIT
License
1.1%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
63.2%
typescript
30.2%
objective-cpp
4.1%
markdown
1.4%
swift
0.6%
javascript
0.1%
c
0.1%
css
0.1%
html
0.1%

Frameworks

React Electron Vite

Concepts (2)

Open methodology · Repobility · https://repobility.com/research/
CategoryNameDescriptionConfidence
Open data scored by Repobility · https://repobility.com
auto_descriptionProject DescriptionLocal-first meeting transcription and summarization for macOS.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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