Best Day Ai Training Helper Claude Update 2 23 26

D 54 completed
Other
web_app / json · small
68
Files
11,516
LOC
1
Frameworks
6
Languages

Pipeline State

completed
Run ID
#387773
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
39.60
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47530
Member of a group with 1 similar repo(s) — canonical #99213 view group →
Top concepts (2)
Project DescriptionWeb Frontend
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/

AI Prompt

Create a web application that functions as an AI Studio helper. I need the setup to run locally using Node.js, and it should utilize Vite for the build process. The project structure includes components, contexts, and services, and it seems to interact with Firebase, so please ensure the necessary Firebase configuration files are in place. The core functionality involves running the app and setting up the environment using an API key like Gemini's.
typescript javascript vite web-app firebase ai-studio node.js json react
Generated by gemma4:latest

Catalog Information

This contains everything you need to run your app locally.

Description

This contains everything you need to run your app locally.

Novelty

3/10

Tags

typescript javascript vite web-app firebase ai-studio node.js json react

Technologies

firebase react vite

Claude Models

claude-opus-4-6

Quality Score

D
53.5/100
Structure
35
Code Quality
87
Documentation
41
Testing
0
Practices
63
Security
92
Dependencies
60

Strengths

  • Good security practices \u2014 no major issues detected

Weaknesses

  • 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
  • 460 duplicate lines detected \u2014 consider DRY refactoring
  • 2 '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
  • Add a linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

9.3h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
Unknown
License
12.3%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
62.0%
typescript
32.6%
javascript
4.9%
html
0.5%
markdown
0.1%
css
0.0%

Frameworks

Vite

Concepts (2)

Scored by Repobility's multi-pass pipeline · https://repobility.com
CategoryNameDescriptionConfidence
Want fix-PRs on findings? Install Repobility's GitHub App · github.com/apps/repobility-bot
auto_descriptionProject DescriptionThis contains everything you need to run your app locally.80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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