Credpositivo Ai

F 43 completed

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containerized / javascript · small

114

Files

28,318

LOC

Frameworks

Languages

Overview Files & Metrics Git Activity Call Graph Security Reports

Pipeline State

completed

Run ID

#303636

Phase

done

Progress

Started

Finished

2026-04-13 01:31:02

LLM tokens

Pipeline Metadata

Stage

Cataloged

Decision

proceed

Novelty

80.00

Framework unique

—

Isolation

—

Last stage change

2026-05-10 03:35:41

Deduplication group #57337

Member of a group with 1 similar repo(s) — this repo is canonical view group →

Top concepts (12)

Project DescriptionRepositoryObserver/Event Emitterapidata_accessinfrastructureWeb BackendLoggingPayment ProcessingSearchTestingUser Management

Repobility · open methodology · https://repobility.com/research/

AI Prompt

I want to build a containerized WhatsApp customer support agent using AI. The system should be built around an Express backend and handle automated customer support interactions. It needs to interact with WhatsApp, suggesting the use of specific handlers like `call_handler_patch.js` and managing database initialization via scripts like `init-db.sh`. Please structure it so it can be easily deployed using Docker Compose, and ensure it handles payment-related routes and conversation resets.

javascript express whatsapp ai docker customer-support backend automation

Generated by gemma4:latest

Catalog Information

The CredPositivo AI WhatsApp Agent is a project that utilizes artificial intelligence to provide automated customer support via WhatsApp.

Description

This project leverages the power of AI to create an intelligent WhatsApp agent for customer support. It integrates with various databases, including MySQL and PostgreSQL, to retrieve relevant information. The tech stack includes Express.js and OpenAI's API, which enables the agent to understand and respond to user queries in a conversational manner.

الوصف

هذا المشروع يستخدم قوة الذكاء الاصطناعي لإنشاء وكيل وايبوتق مصمم للتعامل مع العملاء. يدمج مع مجموعة من قواعد البيانات، بما في ذلك MySQL و PostgreSQL، لاسترجاع المعلومات ذات الصلة. يتضمن المكونات التقنية Express.js و API OpenAI، مما يسمح للوكيل بالتفهم والرد على أسئلة المستخدمين بطريقة محادثية.

Novelty

7/10

Technologies

anthropic express openai

Claude Models

claude-opus-4.6

Quality Score

42.9/100

Structure

Code Quality

Documentation

Testing

Practices

Security

Dependencies

Strengths

CI/CD pipeline configured (github_actions)
Containerized deployment (Docker)

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
Potential hardcoded secrets in 2 files
2174 duplicate lines detected \u2014 consider DRY refactoring
6 'god files' with >500 LOC need decomposition

Recommendations

Add a comprehensive README.md explaining purpose, setup, usage, and architecture
Add a test suite \u2014 start with critical path integration tests
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
Address 29 TODO/FIXME items \u2014 consider tracking them as issues

Security & Health

11.8h

Tech Debt (A)

Medium

DORA Rating

OWASP (100%)

FAIL

Quality Gate

Source: Repobility analyzer · https://repobility.com

Risk (13)

Unknown

License

5.5%

Duplication

Full Security Report AI Fix Prompts SARIF SBOM

Languages

javascript

51.8%

json

27.6%

html

18.2%

sql

1.6%

yaml

0.9%

shell

0.0%

Frameworks

Express

Symbols

variable1,730

function405

constant117

API Endpoints (125)

Data scored by Repobility · https://repobility.com
Method	Path	Handler	Framework
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
GET	`/admin/analytics`	app.get	Express/Koa
GET	`/admin/dashboard`	app.get	Express/Koa
GET	`/admin/performance`	app.get	Express/Koa
POST	`/api/admin/2fa/setup`	usersRouter.post	Express
POST	`/api/admin/2fa/verify`	usersRouter.post	Express
GET	`/api/admin/ab-tests`	abTestsRouter.get	Express
POST	`/api/admin/ab-tests`	abTestsRouter.post	Express
PUT	`/api/admin/ab-tests/:id`	abTestsRouter.put	Express
DELETE	`/api/admin/ab-tests/:id`	abTestsRouter.delete	Express
GET	`/api/admin/ab-tests/:id/results`	abTestsRouter.get	Express
GET	`/api/admin/analytics/ab-overview`	performanceRouter.get	Express
GET	`/api/admin/analytics/agent-performance`	performanceRouter.get	Express
GET	`/api/admin/analytics/calls`	analyticsRouter.get	Express
GET	`/api/admin/analytics/conversations`	analyticsRouter.get	Express
GET	`/api/admin/analytics/cooling-leads`	performanceRouter.get	Express
GET	`/api/admin/analytics/costs-daily`	analyticsRouter.get	Express
GET	`/api/admin/analytics/daily`	analyticsRouter.get	Express
GET	`/api/admin/analytics/engagement-by-type`	performanceRouter.get	Express
GET	`/api/admin/analytics/funnel`	analyticsRouter.get	Express
GET	`/api/admin/analytics/insights`	analyticsRouter.get	Express
GET	`/api/admin/analytics/lead-health`	performanceRouter.get	Express
GET	`/api/admin/analytics/overview`	analyticsRouter.get	Express
GET	`/api/admin/analytics/pipeline`	analyticsRouter.get	Express
GET	`/api/admin/analytics/products`	analyticsRouter.get	Express
POST	`/api/admin/analytics/reactivate`	performanceRouter.post	Express
GET	`/api/admin/analytics/response-heatmap`	performanceRouter.get	Express
GET	`/api/admin/analytics/sales-attribution`	analyticsRouter.get	Express
PUT	`/api/admin/change-password`	usersRouter.put	Express
GET	`/api/admin/costs`	app.get	Express/Koa
GET	`/api/admin/coupons`	couponRouter.get	Express
POST	`/api/admin/coupons`	couponRouter.post	Express
DELETE	`/api/admin/coupons/:id`	couponRouter.delete	Express
PUT	`/api/admin/coupons/:id`	couponRouter.put	Express
GET	`/api/admin/coupons/:id/uses`	couponRouter.get	Express
POST	`/api/admin/daily-report`	app.post	Express/Koa
GET	`/api/admin/devops-health`	app.get	Express/Koa
POST	`/api/admin/devops-report`	app.post	Express/Koa
GET	`/api/admin/diagnosticos/:id/pdf`	usersRouter.get	Express
GET	`/api/admin/diagnosticos/:orderId`	usersRouter.get	Express
POST	`/api/admin/diagnosticos/:orderId/upload`	usersRouter.post	Express
GET	`/api/admin/extrato`	usersRouter.get	Express
POST	`/api/admin/login`	usersRouter.post	Express
POST	`/api/admin/manager-report`	app.post	Express/Koa
GET	`/api/admin/manager-report`	app.get	Express/Koa
GET	`/api/admin/managers`	usersRouter.get	Express
POST	`/api/admin/managers`	usersRouter.post	Express
DELETE	`/api/admin/managers/:id`	usersRouter.delete	Express
PUT	`/api/admin/managers/:id`	usersRouter.put	Express
GET	`/api/admin/orders`	usersRouter.get	Express
POST	`/api/admin/orders`	usersRouter.post	Express

Showing 50 of 125

Concepts (17)

Same analyzer free for public repos: https://repobility.com
Category	Name	Description	Confidence
Citation: Repobility (2026). State of AI-Generated Code. https://repobility.com/research/
auto_description	Project Description	CredPositivo AI WhatsApp Agent - Augusto	80%
design_pattern	Repository	Found repository-named files	80%
design_pattern	Observer/Event Emitter	Found event emission/subscription patterns	70%
arch_layer	api	Detected api layer	70%
arch_layer	data_access	Detected data_access layer	70%
arch_layer	infrastructure	Detected infrastructure layer	70%
auto_category	Web Backend	web-backend	70%
business_logic	Logging	Detected from 3 related files	50%
business_logic	Payment Processing	Detected from 6 related files	50%
business_logic	Search	Detected from 3 related files	50%
business_logic	Testing	Detected from 3 related files	50%
business_logic	User Management	Detected from 2 related files	50%
arch_pattern	Containerized/Microservices	Multiple Dockerfiles found at package level	50%
business_logic	Analytics	Detected from 11 related files	50%
business_logic	Configuration	Detected from 2 related files	50%
business_logic	Database	Detected from 22 related files	50%
business_logic	File Management	Detected from 2 related files	50%

Quality Timeline

1 quality score recorded.

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

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BinComp Dependency Hardening

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1 of this repo's dependencies have been scanned for binary hardening. Grade reflects RELRO / stack canary / FORTIFY / PIE coverage.

Nopenai2.31.0 · 0 gadgets · risk 0.0

Credpositivo Ai

Pipeline State

Pipeline Metadata

AI Prompt

Catalog Information

Description

الوصف

Novelty

Tags

Technologies

Claude Models

Quality Score

Strengths

Weaknesses

Recommendations

Security & Health

Languages

Frameworks

Symbols

API Endpoints (125)

Concepts (17)

Quality Timeline

Embed Badge

BinComp Dependency Hardening