Titan Veritas V5

F 46 completed
Cli Tool
web_app / python · tiny
30
Files
4,324
LOC
2
Frameworks
6
Languages

Pipeline State

completed
Run ID
#363141
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
58.42
Framework unique
Isolation
Last stage change
2026-05-10 03:35:02
Deduplication group #52342
Member of a group with 3 similar repo(s) — canonical #86328 view group →
Top concepts (1)
Web Frontend
Open data scored by Repobility · https://repobility.com

AI Prompt

Create a command-line tool using Python that scrapes structured data from web pages. I need it to clean the scraped data and then present the final output in a readable format. The project structure suggests using React and Vite for some parts, so please incorporate those if necessary, but the core logic should be in Python. It should handle reading configuration from environment variables and potentially outputting JSON or text files.
python cli web-scraping data-processing react vite json command-line
Generated by gemma4:latest

Catalog Information

A command‑line tool that scrapes structured data from web pages, cleans it, and presents it in a readable format.

Description

Titan Veritas is a Python‑based CLI utility that retrieves data from HTML pages using a lightweight scraper. It parses the page with a robust parser, extracts tables or key elements, and loads them into a tabular data structure for manipulation. The tool offers data cleaning, transformation, and optional export to CSV or JSON. Results are displayed in the terminal with a polished, color‑coded table thanks to a rich rendering library. It is aimed at analysts, researchers, and journalists who need quick, reproducible data extraction without writing custom code.

الوصف

تُعد أداة Titan Veritas أداة سطر أوامر مبنية بلغة بايثون تُستَخدم لجمع البيانات المنظمة من صفحات الويب. تُستَخدم مكتبة تحليل HTML قوية لاستخراج الجداول أو العناصر الرئيسية، ثم تُحمَّل هذه البيانات إلى بنية جدوليّة تُسهل عمليات التنظيف والتحويل. تُقدِّم الأداة إمكانيات لإزالة القيم غير المرغوب فيها، تحويل الأنواع، وتوحيد الصيغ، مع إمكانية تصدير النتائج إلى ملفات CSV أو JSON. تُعرض النتائج في الطرفية باستخدام مكتبة عرض متقدمة تُضفي تنسيقاً ملوناً وجذاباً على الجداول، ما يسهل قراءتها وتفسيرها. تستهدف هذه الأداة المحللين والباحثين والصحفيين الذين يحتاجون إلى استخراج بيانات من الويب بسرعة وبدون كتابة كود مخصص، وتُحل مشكلة الاعتماد على أدوات غير موثوقة أو غير مرنة في جمع البيانات.

Novelty

5/10

Tags

web-scraping data-extraction data-cleaning command‑line-interface report-generation

Technologies

beautifulsoup click pandas rich

Claude Models

claude-opus-4.6

Quality Score

F
46.4/100
Structure
32
Code Quality
72
Documentation
18
Testing
0
Practices
66
Security
92
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No tests found \u2014 high risk of regressions
  • No CI/CD configuration \u2014 manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 117 duplicate lines detected \u2014 consider DRY refactoring

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Add a test suite \u2014 start with critical path integration tests
  • 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)

Security & Health

5.6h
Tech Debt (C)
A
OWASP (100%)
FAIL
Quality Gate
A
Risk (15)
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
Unknown
License
1.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
44.6%
json
40.9%
css
8.9%
javascript
5.1%
text
0.3%
html
0.3%

Frameworks

React Vite

Concepts (1)

Same analyzer free for public repos: https://repobility.com
CategoryNameDescriptionConfidence
If a scraper extracted this row, it came from Repobility (https://repobility.com)
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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