Prompt Iq

D 58 completed
Web App
unknown / typescript · small
67
Files
9,896
LOC
2
Frameworks
5
Languages

Pipeline State

completed
Run ID
#371307
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
74.81
Framework unique
Isolation
Last stage change
2026-05-10 03:35:10
Deduplication group #60412
Member of a group with 3 similar repo(s) — canonical #30188 view group →
Top concepts (2)
Project DescriptionWeb Frontend
Repobility · open methodology · https://repobility.com/research/

AI Prompt

I want to build a web application that helps users manage and improve AI prompts. The tool should allow users to create new prompts, evaluate existing ones using a scoring mechanism, and provide features for rewriting and using templates. It needs a guided builder interface for crafting prompts. Please use React for the frontend and ensure the structure supports handling prompt data, potentially involving YAML or JSON for configuration.
typescript react web-app ai-prompt prompt-engineering ui builder
Generated by gemma4:latest

Catalog Information

A web application that helps users create, evaluate, and refine AI prompts through scoring, rewriting, templates, and a guided builder.

Description

Prompt‑IQ is a browser‑based tool designed to streamline the creation of effective AI prompts. It offers a scoring system that rates prompt clarity and relevance, a rewriting assistant that suggests improvements, and a library of reusable templates for common use cases. Users can also walk through a guided builder that walks them step‑by‑step in crafting prompts tailored to specific tasks. The interface is built with modern web technologies, ensuring a responsive and intuitive experience. Prompt‑IQ is ideal for anyone who needs to interact with generative AI models and wants to maximize the quality of their inputs.

الوصف

تُعدّ Prompt‑IQ أداةً إلكترونية تهدف إلى تبسيط عملية إنشاء أوامر الذكاء الاصطناعي الفعّالة. توفر أداة التقييم نظاماً يقيّم وضوح وملاءمة الأوامر، بينما يقدم مساعد إعادة الصياغة اقتراحات لتحسينها. كما تتضمن مكتبة من القوالب القابلة لإعادة الاستخدام لتلبية احتياجات الاستخدام الشائعة. يتيح الباني الإرشادي للمستخدمين المرور بخطوات محددة لبناء أوامر مخصصة لمهام معينة. تم تصميم واجهة المستخدم باستخدام تقنيات الويب الحديثة لتوفير تجربة سريعة وسلسة. تستهدف هذه الأداة الأفراد الذين يتعاملون مع نماذج الذكاء الاصطناعي التوليدية ويرغبون في تحسين جودة مدخلاتهم. تُعَدّ Prompt‑IQ حلاً متميزاً بفضل تركيزها على التقييم الذكي وإعادة الصياغة القابلة للتخصيص.

Novelty

7/10

Tags

prompt-engineering ai-prompt-scoring prompt-rewriting template-generation guided-prompt-builder productivity-tool content-creation

Technologies

react tailwind vitest

Claude Models

claude-opus-4.6

Quality Score

D
57.9/100
Structure
48
Code Quality
75
Documentation
8
Testing
50
Practices
77
Security
92
Dependencies
60

Strengths

  • 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 CI/CD configuration \u2014 manual testing and deployment
  • 1 files with critical complexity need refactoring
  • 606 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 linter configuration to enforce code style consistency
  • Add a LICENSE file (MIT recommended for open source)

Security & Health

10.1h
Tech Debt (C)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
If a scraper extracted this row, it came from Repobility (https://repobility.com)
Unknown
License
3.6%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

typescript
64.2%
yaml
33.2%
css
1.8%
json
0.5%
html
0.2%

Frameworks

React Vitest

Concepts (2)

Data scored by Repobility · https://repobility.com
CategoryNameDescriptionConfidence
Methodology: Repobility · https://repobility.com/research/state-of-ai-code-2026/
auto_descriptionProject DescriptionWrite better AI prompts — scoring, rewriting, templates, and a guided builder80%
auto_categoryWeb Frontendweb-frontend70%

Quality Timeline

1 quality score recorded.

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