Tally

D 57 completed
Cli Tool
unknown / json · small
67
Files
18,146
LOC
1
Frameworks
9
Languages

Pipeline State

completed
Run ID
#366486
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
62.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #48194
Member of a group with 15 similar repo(s) — canonical #75139 view group →
Top concepts (2)
Project DescriptionWeb Backend
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)

AI Prompt

Create a self-serve portal scraper, similar to Tally, for British Columbia residents. I need a full-stack application built with Express. It should have a public landing page, a secure login flow using BCEID credentials, and a dashboard at `/app` that displays pulled data like payment amounts, unread message counts, and benefit summaries. Key features must include using Puppeteer for scraping, implementing per-user caching in Vercel Blobs, and handling session management with encrypted cookies. Please structure the API endpoints for login, data retrieval, and data uploads.
javascript express scraper web-app bceid puppeteer security dashboard api
Generated by gemma4:latest

Catalog Information

The Tally project is a self-serve portal scraper designed for users in British Columbia to automate the retrieval of various types of information.

Description

Tally is an automated scraping tool that extracts notifications, messages, payment info, and service requests from BC's self-serve portals. This project aims to simplify the process of accessing this information by automating the scraping process. The tool uses a combination of JavaScript, Bash, Python, and Redis to achieve its functionality.

الوصف

تالي هي أداة استخراج تلقائية للمعلومات من مواقع الخدمات الذاتية في كولومبيا البريطانية. تستخدم الأداة لاستخراج الإشعارات، الرسائل، معلومات الدفع، وطلبات الخدمة من هذه المواقع. يهدف المشروع إلى سهولة الوصول إلى هذه المعلومات عن طريق تلقيم عملية الاستخراج.

Novelty

7/10

Tags

portal-scraper notification-extraction payment-info-retrieval service-request-scraping automated-data-extraction

Technologies

express

Claude Models

claude-sonnet-4.5 claude-opus-4.6 claude-sonnet-4.6

Quality Score

D
57.2/100
Structure
56
Code Quality
79
Documentation
57
Testing
15
Practices
50
Security
80
Dependencies
50

Strengths

  • CI/CD pipeline configured (github_actions)
  • Properly licensed project

Weaknesses

  • No tests found \u2014 high risk of regressions
  • 4 bare except/catch blocks swallowing errors
  • Potential hardcoded secrets in 2 files
  • 283 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
  • Add a linter configuration to enforce code style consistency
  • Replace bare except/catch blocks with specific exception types
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

5.8h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Repobility · severity-and-effort ranking · https://repobility.com
MIT
License
4.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
39.5%
html
29.3%
javascript
17.4%
markdown
8.4%
css
2.1%
python
1.5%
text
1.4%
shell
0.2%
yaml
0.1%

Frameworks

Express

Concepts (2)

All metrics by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
auto_descriptionProject DescriptionTrack BC Self-Serve benefits with a secure login, per-user cache, and fast dashboard reads.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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