Blm Financial Report Analysis

C 60 completed
Library
library / python · small
333
Files
169,406
LOC
1
Frameworks
7
Languages

Pipeline State

completed
Run ID
#363603
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
72.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:31
Deduplication group #50325
Member of a group with 1 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionWeb Backend
Repobility · severity-and-effort ranking · https://repobility.com

AI Prompt

Create a Python framework for telecom operator strategic analysis using the Business Leadership Model (BLM). I need it to implement the Five Looks analysis framework and generate comprehensive reports. Specifically, the system must be able to generate a Deep Analysis PPT (with 34 charts), a Full Analysis PDF, and a Full Analysis Markdown file. The architecture should handle data extraction from markdown modules, manage a SQLite database for KPIs, and utilize FastAPI for the API structure.
python fastapi library telecom strategic-analysis blm report-generation sqlite pdf ppt
Generated by gemma4:latest

Catalog Information

This project provides a Python framework for telecom operator strategic analysis using the Business Leadership Model (BLM) and its Five Looks analysis framework.

Description

The BLM-Financial-Report-Analysis project is a Python framework that implements the Business Leadership Model's Five Looks analysis framework. It generates automated PPT, PDF, and markdown output for telecom operator strategic analysis. The framework includes eight deep analysis modules covering the Five Looks: Capstone, Squeezed Middle dia, Look at Market Customer, Look at Self, Look at Competitors, Look at Trends, and Look at Opportunities.

الوصف

هذا المشروع يقدم إطارًا لبرمجة Python للتحليل الاستراتيجي للمشغلي الاتصالات باستخدام نموذج القيادة الأعمال (BLM) وفرقة التحليل الخمس. يولد الإطار النتائج التفاعلية في صورة تقارير PowerPoint، PDF، ومكتبات Markdown. يتضمن الإطار ثمانية موديول تحليل عميق تغطي الفرق الخمسة: القمة، الوسط المضغوط، نظرة على العميل، نظرة على النفس، نظرة على المنافسين، نظرة على الاتجاهات، وفرصة.

Novelty

7/10

Tags

telecom-operator-strategic-analysis business-leadership-model five-looks-analysis-framework automated-report-generation markdown-output pdf-output ppt-output

Technologies

fastapi matplotlib numpy

Claude Models

claude-opus-4.6

Quality Score

C
60.5/100
Structure
61
Code Quality
70
Documentation
76
Testing
50
Practices
44
Security
55
Dependencies
60

Strengths

  • Consistent naming conventions (snake_case)

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • Potential hardcoded secrets in 2 files
  • 6468 duplicate lines detected \u2014 consider DRY refactoring
  • 26 '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)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

28.1h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (0)
All rows above produced by Repobility · https://repobility.com
Unknown
License
4.8%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

python
36.0%
json
29.4%
markdown
28.1%
html
4.9%
text
1.2%
sql
0.4%
yaml
0.0%

Frameworks

FastAPI

Concepts (2)

Analysis by Repobility (https://repobility.com) · MCP-ready
CategoryNameDescriptionConfidence
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
auto_descriptionProject DescriptionA Python framework for telecom operator strategic analysis using the Business Leadership Model (业务领先模型 / BLM). Implements the Five Looks (五看) analysis framework with automated PPT, PDF, and markdown output generation.80%
auto_categoryWeb Backendweb-backend70%

Quality Timeline

1 quality score recorded.

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