Companyconfluence

D 52 completed
Documentation
unknown / markdown · tiny
13
Files
893
LOC
0
Frameworks
3
Languages

Pipeline State

completed
Run ID
#370230
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Skipped
Decision
skip_scaffold_dup
Novelty
20.64
Framework unique
Isolation
Last stage change
2026-04-16 18:15:42
Deduplication group #47939
Member of a group with 2 similar repo(s) — canonical #30364 view group →
Top concepts (1)
Web Backend
Source: Repobility analyzer · https://repobility.com

AI Prompt

I want to build a company-wide knowledge management and collaboration tool. It should be structured using Python, as I see an `app.py` file. The project needs to handle company knowledge, so perhaps it should include a research section or directory structure. Please set up the basic file structure, including a `requirements.txt` and a `.env.example` for configuration.
python knowledge-management collaboration company-tool markdown backend
Generated by gemma4:latest

Catalog Information

The phuongsmart-stack__CompanyConfluence project is a tool for company-wide knowledge management and collaboration.

Description

This project aims to provide a centralized platform for companies to share knowledge, best practices, and team experiences. It leverages various technologies such as natural language processing and web scraping to facilitate information exchange. The platform can be used by teams of all sizes to improve communication, reduce knowledge silos, and enhance overall productivity.

الوصف

هذا المشروع يهدف إلى تقديم منصة مركزية للشركات لتبادل المعرفة والخبرات الفنية والممارسات الافضل. يستفيد هذا المشروع من تكنولوجيا معالجة اللغات الطبيعية وتحليل البيانات على شبكة الإنترنت لتعزيز تبادل المعلومات. يمكن استخدام هذه المنصة من قبل فرق العمل المختلفة لتيسير التواصل وتقليل الفجوات المعرفية وتحسين الإنتاجية بشكل عام.

Novelty

5/10

Tags

knowledge-management collaboration-platform company-internal-tool information-sharing team-productivity

Technologies

anthropic beautifulsoup chromadb huggingface langchain streamlit

Quality Score

D
52.1/100
Structure
39
Code Quality
86
Documentation
18
Testing
0
Practices
67
Security
100
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

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

4.6h
Tech Debt (E)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (10)
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
Unknown
License
0.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

markdown
62.0%
python
36.8%
text
1.3%

Frameworks

None detected

Concepts (1)

Repobility (https://repobility.com) — every score reproducible
CategoryNameDescriptionConfidence
Repobility (the analyzer behind this table) · https://repobility.com
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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