Dashboard / Repos / Mizanos

Mizanos

D 54 completed
Web App
monorepo / typescript · medium
750
Files
74,021
LOC
7
Frameworks
10
Languages
OverviewFiles & MetricsGit ActivityCall GraphSecurityReports

Pipeline State

completed
Run ID
#304119
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
90.00
Framework unique
—
Isolation
—
Last stage change
2026-05-10 03:35:34
Deduplication group #48070
Member of a group with 2 similar repo(s) — canonical #14544 view group →
Top concepts (12)
Middleware/PipelineProject DescriptionRepositoryWeb BackendapiinfrastructureObserver/Event EmitterLayered ArchitectureFactoryConfigurationDatabaseFile Management
All rows above produced by Repobility · https://repobility.com

AI Prompt

I want to build a product lifecycle management (PLM) platform called Mizan Flow. This system should allow companies to streamline their entire product development and management process. The frontend should be built using React and Next.js, styled with Tailwind CSS. For the backend, please use FastAPI, and integrate SQLAlchemy for database interactions. I also need to include testing capabilities using pytest and Vitest, and handle data serialization using JSON. Since this is a complex platform, please structure it as a monorepo.
typescript python fastapi react next.js tailwind sqlalchemy pytest vitest monorepo plm product-management
Generated by gemma4:latest

Catalog Information

Mizan Flow is a product lifecycle management platform designed for companies to streamline their product development and management processes.

Description

Mizan Flow is an end-to-end product lifecycle management platform that enables companies to manage their products from concept to launch. It provides features such as project planning, resource allocation, and tracking of product progress. The platform also includes tools for collaboration, communication, and data analysis. With Mizan Flow, businesses can improve their product development efficiency, reduce costs, and increase customer satisfaction.

الوصف

هو منصة إدارة دورة حياة المنتجات التي توفر للمشروعات إدارة منتجاتها من الفكرة إلى الإطلاق. تضم الميزان فلو ميزات مثل تخطيط المشاريع، وتخصيص الموارد، ومراقبة تقدم المنتج. كما تشمل المنصة أدوات للتعاون والتواصل وأنظمة تحليل البيانات. يمكن للمشروعات باستخدام الميزان فلو تحسين كفاءة إنتاجها، وتقليل التكاليف، وزيادة رضا العملاء.

Novelty

7/10

Tags

product-lifecycle-management project-planning resource-allocation collaboration-tool communication-platform data-analysis product-development-efficiency cost-reduction

Technologies

alembic anthropic aws-sdk fastapi openai pydantic sqlalchemy uvicorn

Claude Models

claude-opus-4.6

Quality Score

D
53.8/100
Structure
50
Code Quality
86
Documentation
23
Testing
40
Practices
60
Security
40
Dependencies
90

Strengths

  • Code linting configured (ruff (possible))
  • Containerized deployment (Docker)

Weaknesses

  • Missing README file \u2014 critical for project understanding
  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 10 files with critical complexity need refactoring
  • Potential hardcoded secrets in 4 files
  • 6259 duplicate lines detected \u2014 consider DRY refactoring
  • 1 'god files' with >500 LOC need decomposition

Recommendations

  • Add a comprehensive README.md explaining purpose, setup, usage, and architecture
  • Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
  • Add a LICENSE file (MIT recommended for open source)
  • Move hardcoded secrets to environment variables or a secrets manager

Security & Health

84.6h
Tech Debt (C)
Medium
DORA Rating
A
OWASP (100%)
PASS
Quality Gate
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
A
Risk (3)
Unknown
License
3.2%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
59.6%
python
23.4%
json
12.1%
markdown
3.2%
shell
1.3%
yaml
0.2%
css
0.1%
toml
0.1%
ini
0.0%
javascript
0.0%

Frameworks

FastAPI React Next.js pytest Vitest Tailwind CSS SQLAlchemy

Symbols

variable3,691
function1,355
method692
interface475
class397
constant320
type_alias64
property6

API Endpoints (275)

Repobility · code-quality intelligence · https://repobility.com
MethodPathHandlerFramework
Source: Repobility analyzer · https://repobility.com
GETlist_auditsFastAPI
POSTcreate_groupFastAPI
POSTtranscribe_audioFastAPI
GETlist_groupsFastAPI
POSTscrape_urlFastAPI
POSTcreate_specFastAPI
GETlist_system_documentsFastAPI
POSTcreate_productFastAPI
GETlist_qa_checksFastAPI
GETlist_productsFastAPI
GETlist_patsFastAPI
POSTcreate_taskFastAPI
POSTcreate_entryFastAPI
POSTcreate_patFastAPI
GETlist_tasksFastAPI
GETget_org_chartFastAPI
POSTcreate_qa_checkFastAPI
GETlist_notificationsFastAPI
POSTcreate_credentialFastAPI
GETlist_templatesFastAPI
GETlist_entriesFastAPI
POSTcreate_templateFastAPI
GETlist_specsFastAPI
GETlist_credentialsFastAPI
GETlist_jobsFastAPI
GETlist_documentsFastAPI
POSTcreate_documentFastAPI
GET/access-linkslist_access_linksFastAPI
POST/access-linkscreate_access_linkFastAPI
DELETE/access-links/{link_id}revoke_access_linkFastAPI
GETaccess_tokencookies.getExpress
POST/activateactivate_accountFastAPI
GET/activate/validatevalidate_activation_tokenFastAPI
GET/all-memberslist_all_product_membersFastAPI
GET/analysis/{product_id}get_analysisFastAPI
POST/analyzeanalyze_repoFastAPI
POST/analyzeanalyze_scraped_contentFastAPI
POST/applyapply_templatesFastAPI
POST/auth/confirm-resetclient.postExpress
POST/auth/forgot-passwordclient.postExpress
POST/auth/logoutclient.postExpress
POST/auto-populateauto_populateFastAPI
GET/availability/{profile_id}get_availabilityFastAPI
POST/brancheslist_branchesFastAPI
GET/browsebrowse_directoryFastAPI
POST/bulk-approvebulk_approve_tasksFastAPI
POST/bulk-assignbulk_assign_tasksFastAPI
POST/bulk-rejectbulk_reject_tasksFastAPI
POST/bulk-updatebulk_update_tasksFastAPI
GETcategorysearchParams.getExpress

Showing 50 of 275

Concepts (21)

Source-of-truth: Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
design_patternMiddleware/PipelineFound middleware-named files80%
auto_descriptionProject DescriptionMizan Flow - Product Lifecycle Management Platform80%
design_patternRepositoryFound repository-named files80%
auto_categoryWeb Backendweb-backend70%
arch_layerapiDetected api layer70%
arch_layerinfrastructureDetected infrastructure layer70%
design_patternObserver/Event EmitterFound event emission/subscription patterns70%
arch_patternLayered ArchitectureFound API/routes, service, and data layers70%
design_patternFactoryFound factory/create_ naming patterns60%
business_logicConfigurationDetected from 66 related files50%
business_logicDatabaseDetected from 94 related files50%
business_logicFile ManagementDetected from 14 related files50%
business_logicLoggingDetected from 59 related files50%
business_logicNotificationsDetected from 213 related files50%
business_logicSearchDetected from 14 related files50%
business_logicTestingDetected from 23 related files50%
business_logicUser ManagementDetected from 38 related files50%
business_logicCachingDetected from 2 related files50%
business_logicAuthenticationDetected from 22 related files50%
business_logicAnalyticsDetected from 15 related files50%
business_logicAPI GatewayDetected from 4 related files50%

Quality Timeline

1 quality score recorded.

View File Metrics
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/

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BinComp Dependency Hardening

All packages →
10 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.
Dcryptography46.0.7 · 2,147 gadgets · risk 7302.1Nstarlette1.0.0 · 0 gadgets · risk 1608.0Nalembic1.18.4 · 0 gadgets · risk 0.0Nasyncio4.0.0 · 0 gadgets · risk 0.0Nfastapi0.135.3 · 0 gadgets · risk 0.0Nhttpx0.28.1 · 0 gadgets · risk 0.0Nopenai2.31.0 · 0 gadgets · risk 0.0Nopenpyxl3.1.5 · 0 gadgets · risk 0.0Npydantic2.12.5 · 0 gadgets · risk 0.0Fsqlalchemy2.0.49 · 376 gadgets · risk 0.0