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Prathmesh2000
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pattern-extractor

Extract recurring coding patterns and generate exact templates from a codebase.

1|Updated Mar 4, 2026
Search Tags:#testing#templates#codebase#models#controllers#services#pattern-extraction
One-click install
npx skills add https://github.com/Prathmesh2000/cursor_agent-orchestrator --skill pattern-extractor-prathmesh2000
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pattern-extractor
Source: https://github.com/Prathmesh2000/cursor_agent-orchestrator/tree/main/agent-system/skills/pattern-extractor
Command: npx skills add https://github.com/Prathmesh2000/cursor_agent-orchestrator --skill pattern-extractor-prathmesh2000

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deeply mine and codify coding patterns from an existing codebase to ensure all new code aligns with the project's conventions and architecture.

Core Features & Use Cases

  • Pattern mining: identify repeated patterns across backend, frontend, and tests.
  • Template generation: produce exact, copy-ready templates for controllers, services, models, and tests that mirror the codebase's conventions.
  • Consistency guidance: provide a clear blueprint to align new implementations with established patterns in the repository.

Quick Start

Run pattern-extractor on your codebase to generate exact templates that mirror existing patterns.

Frequently Asked Questions about pattern-extractor

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

FAQPage Schema
How do I extract coding patterns from an existing codebase to use as templates?▼

Pattern extraction for inconsistent codebases works by mining recurring structures across backend, frontend, and tests, then codifying them into exact templates with validation rules and frontmatter metadata to ensure new code aligns with established architecture.

Can I generate test templates that match my repository's existing conventions?▼

Yes, you can generate test templates that match your repository's conventions by mining the test layer for recurring patterns and codifying them into exact templates with validation rules and frontmatter metadata for consistent implementation.

What's the best way to analyze undocumented patterns across backend and frontend layers?▼

The best way to analyze undocumented patterns across backend and frontend layers is multi-layer pattern analysis, which mines recurring structures and codifies them into exact templates with validation rules to ensure architectural consistency.

Does the pattern extractor work without specific framework dependencies?▼

Yes, the pattern extractor operates with no specific framework dependencies, analyzing the codebase directly to extract multi-layer patterns and generate templates with safe defaults and validation rules regardless of the underlying stack.

Why are my generated code templates inconsistent with my codebase conventions?▼

Generated code templates are inconsistent with codebase conventions when they are not mined directly from the repository's existing patterns, which is why extracting exact recurring structures from backend, frontend, and tests ensures alignment.

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