code-pattern-discovery

Discover and load coding pattern documentation from YAML frontmatter metadata.

Updated Feb 12, 2026
One-click install
npx skills add https://github.com/edgeandnode/ampup --skill code-pattern-discovery
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-pattern-discovery
Source: https://github.com/edgeandnode/ampup/tree/main/.agents/skills/code-pattern-discovery
Command: npx skills add https://github.com/edgeandnode/ampup --skill code-pattern-discovery

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Dynamically surface coding pattern guidance from a centralized documentation set based on user questions and project context to speed up coding decisions.

Core Features & Use Cases

  • Lazy-loads pattern metadata via YAML frontmatter to expose just-in-time guidance.
  • Matches user queries against pattern names, descriptions, types, and scopes to surface relevant patterns.
  • Reads full pattern docs on demand to guide implementation, code reviews, and architectural decisions.

Quick Start

Ask for pattern guidance relevant to your current task.

Frequently Asked Questions about code-pattern-discovery

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

FAQPage Schema
How do I dynamically discover coding patterns for my current project context?

Coding patterns are dynamically discovered by lazily loading pattern metadata via YAML frontmatter and matching user queries against pattern names, descriptions, types, and scopes to surface relevant guidance.

What's the best way to find documentation for coding standards before implementing code?

Finding documentation for coding standards relies on a central discovery command that reads full pattern docs on demand to guide implementation, code reviews, and architectural decisions.

How does lazy-loading pattern documentation work with YAML frontmatter?

YAML frontmatter enables lazy-loading by exposing just-in-time pattern metadata, allowing the system to query and retrieve specific coding pattern docs only when a user asks for relevant guidance.

Can I use pattern discovery to select error handling and logging patterns?

Yes, you can use pattern discovery to select error handling and logging patterns by asking for guidance relevant to your current task, which matches queries against documented pattern scopes.

Does pattern discovery require any external dependencies to surface coding standards?

No external dependencies are required to surface coding standards; the system operates autonomously by relying on YAML frontmatter metadata embedded within your centralized pattern documentation set.