Internal Tooling

D 58 completed
Cli Tool
containerized / python · small
106
Files
18,872
LOC
1
Frameworks
8
Languages

Pipeline State

completed
Run ID
#305640
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
63.33
Framework unique
Isolation
Last stage change
2026-05-10 03:35:31
Deduplication group #52608
Member of a group with 14 similar repo(s) — canonical #29032 view group →
Top concepts (1)
Testing
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AI Prompt

I want to build an internal tooling system using Python. It needs to be containerized, so please include a Dockerfile. The system should have components for analytics, scheduling, and data processing, as suggested by the existing structure. Key functionalities include running scheduled tasks, handling ETL processes, and providing a dashboard view. Please structure it to be testable using pytest and include setup scripts for deployment.
python containerization internal-tooling pytest automation etl scheduling docker
Generated by gemma4:latest

Catalog Information

This project is an internal tooling system for a company, providing various functionalities to streamline operations.

Description

The jphoughton__internal-tooling project is an internal tooling system designed to simplify tasks and improve efficiency within an organization. It leverages Python and Bash scripting languages, along with libraries such as NumPy and Pandas for data manipulation, Playwright for automation, Plotly for data visualization, and Streamlit for building interactive web applications. The system utilizes PostgreSQL databases for storing and managing data. This tool aims to automate repetitive tasks, provide real-time insights, and enhance overall productivity.

الوصف

هذا المشروع هو نظام أدوات داخلية مصمم لتبسيط المهام وتحسين الكفاءة داخل المنظمة. يستخدم هذا النظام لغة بايثون و shell لكتابة السكريبتات، بالإضافة إلى مكتبات مثل NumPy و Pandas للتعامل مع البيانات، Playwright للتحكم في التطبيقات الويب، Plotly للرسم البياني، و Streamlit لبناء تطبيقات ويب تفاعلية. يستخدم هذا النظام قواعد البيانات PostgreSQL لstorage و management للبيانات. يهدف هذا الأداة إلى automation المهام المتكررة وتقديم نظرة عامة في الوقت الحقيقي وتحسين الإنتاجية بشكل عام.

Novelty

5/10

Tags

data-visualization task-management automation productivity-tool internal-tooling

Technologies

numpy pandas playwright plotly streamlit

Claude Models

claude-sonnet-4.6 claude-opus-4.6

Quality Score

D
57.6/100
Structure
54
Code Quality
49
Documentation
68
Testing
50
Practices
62
Security
75
Dependencies
90

Strengths

  • Consistent naming conventions (snake_case)
  • Containerized deployment (Docker)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 3 files with critical complexity need refactoring
  • 1138 duplicate lines detected \u2014 consider DRY refactoring
  • 8 '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)

Security & Health

14.6h
Tech Debt (B)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Same scanner, your repo: https://repobility.com — Repobility
A
Risk (2)
Unknown
License
7.9%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
84.0%
json
9.1%
markdown
5.0%
shell
1.7%
text
0.1%
toml
0.0%
javascript
0.0%
ini
0.0%

Frameworks

pytest

Symbols

function282
constant108
variable32
method25
class8
property4

Concepts (1)

Findings produced by Repobility · scan your repo at https://repobility.com/scan/
CategoryNameDescriptionConfidence
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
auto_categoryTestingtesting70%

Quality Timeline

1 quality score recorded.

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BinComp Dependency Hardening

All packages →
4 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Nrequests2.33.1 · 0 gadgets · risk 3687.0Fnumpy2.4.4 · 6,596 gadgets · risk 0.0Fpandas3.0.2 · 6,381 gadgets · risk 0.0Nplotly6.7.0 · 0 gadgets · risk 0.0