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nishilbhave
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codeprobe-framework

Detect framework-specific anti-patterns and idiom misuse across PHP/Laravel, React/Next.js, and Python/Django/FastAPI codebases.

4|2|Updated Mar 28, 2026
Search Tags:#anti-patterns#react#fastapi#framework#laravel#code-quality#django
One-click install
npx skills add https://github.com/nishilbhave/codeprobe --skill codeprobe-framework
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: codeprobe-framework
Source: https://github.com/nishilbhave/codeprobe/tree/main/skills/codeprobe-framework
Command: npx skills add https://github.com/nishilbhave/codeprobe --skill codeprobe-framework

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Detects framework-specific anti-patterns, convention violations, and idiom misuse across PHP/Laravel, React/Next.js, and Python/Django/FastAPI codebases. Loads framework-specific reference guides and checks against framework conventions. Generates severity-scored findings with copy-pasteable fix prompts.

Core Features & Use Cases

  • Framework-specific idiom checks across Laravel, Next.js, and Django/FastAPI to surface anti-patterns and convention violations.
  • Loads framework references and produces severity-scored findings with actionable fix prompts.
  • Standalone-mode compatibility: can run audits by loading shared preambles and repository references for isolated analysis.

Quick Start

Run a framework audit on your codebase to surface framework-idiom violations across PHP/Laravel, React/Next.js, and Python/Django/FastAPI projects.

Frequently Asked Questions about codeprobe-framework

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect framework anti-patterns in a Laravel and React codebase?▼

Framework anti-pattern detection in Laravel and React codebases is performed by loading framework-specific reference guides and checking against conventions to produce severity-scored findings with copy-pasteable fixes.

What is the best way to check for idiom misuse across Python Django and FastAPI projects?▼

Checking for idiom misuse across Django and FastAPI projects involves loading framework references from the repository's path to surface convention violations and generate actionable, severity-scored fix prompts.

Can I run a standalone framework audit without integrating into an existing pipeline?▼

Standalone framework audits are supported by loading shared preambles and repository references, enabling isolated analysis and a default full audit across detected frameworks without requiring an external pipeline.

Does this code quality tool automatically detect which frameworks are in my repository?▼

Framework detection occurs automatically by reading YAML frontmatter and loading references from the repository's path based on the detected frameworks to apply the correct idiom checks.

What format do the code quality findings take when auditing React and Next.js conventions?▼

Auditing React and Next.js conventions produces severity-scored findings that include copy-pasteable fix prompts and usage guidance to help correct detected idiom misuse and convention violations.

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