Abacus

C 68 completed
Library
monorepo / json · small
120
Files
16,723
LOC
1
Frameworks
6
Languages

Pipeline State

completed
Run ID
#361558
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
61.33
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #53958
Member of a group with 10 similar repo(s) — canonical #26765 view group →
Top concepts (1)
Testing
Repobility — the code-quality scanner for AI-generated software · https://repobility.com

AI Prompt

Create a lightweight library, named Abacus, that allows developers to define data schemas and perform CRUD operations entirely in memory. The core logic should be implemented using Go and TypeScript. Since this is a monorepo structure, please ensure the project includes necessary build tooling, perhaps utilizing Vitest for testing. I'm looking for a robust setup that handles schema definition and in-memory data manipulation across these languages.
go typescript json monorepo library schema crud in-memory vitest
Generated by gemma4:latest

Catalog Information

A lightweight library that lets developers define data schemas and perform CRUD operations in memory using Go and TypeScript.

Description

Abacus is a library that provides an in‑memory data modeling layer built on top of the Ent framework. It allows developers to define schemas, relationships, and validation rules in a concise way, then perform create, read, update, and delete operations without the need for a persistent database. The library exposes a clean API for both Go and TypeScript, making it ideal for rapid prototyping, unit testing, and educational projects. It supports schema migrations, basic indexing, and transaction‑like batch operations, all while keeping the runtime footprint minimal. The target audience includes backend developers, full‑stack engineers, and students who want to experiment with data models without setting up a database server.

الوصف

تُقدِّم مكتبة أباقوس طبقة نمذجة بيانات تعمل في الذاكرة مبنية على إطار عمل إنت. تتيح للمطورين تعريف المخططات والعلاقات وقواعد التحقق بطريقة مختصرة، ثم تنفيذ عمليات الإنشاء والقراءة والتحديث والحذف دون الحاجة إلى قاعدة بيانات دائمة. تُوفر المكتبة واجهة برمجة تطبيقات نظيفة لكل من Go وTypeScript، ما يجعلها مثالية للنمذجة السريعة، والاختبار الوحدوي، والمشاريع التعليمية. تدعم عمليات ترحيل المخططات، والفهرسة الأساسية، والعمليات الدفعة التي تشبه المعاملات، مع الحفاظ على حجم تشغيل منخفض. تستهدف المطورين الخلفيين، ومهندسي البرمجيات الكاملة، والطلاب الذين يرغبون في تجربة نماذج البيانات دون إعداد خادم قاعدة بيانات.

Novelty

5/10

Tags

in-memory-data-modeling schema-definition crud-operations rapid-prototyping unit-testing

Technologies

ent

Claude Models

claude-opus-4.6

Quality Score

C
67.6/100
Structure
57
Code Quality
79
Documentation
46
Testing
70
Practices
72
Security
84
Dependencies
60

Strengths

  • Good test coverage (61% test-to-source ratio)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected

Weaknesses

  • No LICENSE file \u2014 legal ambiguity for contributors
  • No CI/CD configuration \u2014 manual testing and deployment
  • 629 duplicate lines detected \u2014 consider DRY refactoring

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

8.3h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (1)
Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data.
Unknown
License
22.0%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

json
45.3%
go
34.8%
typescript
14.0%
shell
5.1%
markdown
0.8%
yaml
0.0%

Frameworks

Vitest

Concepts (1)

Source-of-truth: Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Repobility (the analyzer behind this table) · https://repobility.com
auto_categoryTestingtesting70%

Quality Timeline

1 quality score recorded.

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