get-pattern

Retrieve reusable application patterns from AgentDB via semantic search.

Updated Jul 2, 2025
One-click install
npx skills add https://github.com/dug-21/neural-data-platform --skill get-pattern
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: get-pattern
Source: https://github.com/dug-21/neural-data-platform/tree/main/.claude/skills/get-pattern
Command: npx skills add https://github.com/dug-21/neural-data-platform --skill get-pattern

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill retrieves established application patterns from AgentDB's semantic pattern search to guide implementation decisions and ensure consistency.

Core Features & Use Cases

  • Pattern search: query AgentDB for architecture, data-flow, deployment, and development patterns to guide design decisions.
  • Pattern statistics & reflexion: retrieve usage statistics and fallback reflexion when patterns are missing.
  • Use Case: before implementing a new feature, search for domain patterns to align with existing conventions and reduce rework.

Quick Start

Use this skill to locate a domain-adapter pattern for a new HTTP source, then review recommended patterns before coding.

Frequently Asked Questions about get-pattern

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

FAQPage Schema
How do I find reusable architecture patterns for my development workflows?

Reusable architecture patterns for development workflows are found using semantic pattern search via AgentDB. It retrieves established data-flow and deployment patterns to guide implementation decisions and ensure consistency across streams and adapters.

Can I retrieve pattern usage statistics from AgentDB?

Pattern usage statistics can be retrieved from AgentDB using the agentdb_pattern_stats function. This provides insights into how often specific architecture and development patterns are applied across different implementation contexts.

What happens if a semantic pattern search returns no matching results?

When semantic pattern search returns no matching results, the skill applies a reflexion fallback using the reflexion_retrieve function. This ensures development workflow guidance continues even when specific architecture patterns are missing from the database.

How do I locate a domain-adapter pattern for a new HTTP source?

To locate a domain-adapter pattern for a new HTTP source, query AgentDB's semantic pattern search before coding. Review the retrieved domain patterns to align with existing conventions, reducing rework during implementation.

When do I need to search for established application patterns before implementing a feature?

You need to search for established application patterns before implementing a new feature to align with existing conventions. Querying AgentDB for architecture and data-flow patterns guides design decisions and reduces rework across development workflows.

Does this pattern search approach work for architecture reviews and procedure guidance?

This pattern search approach works for architecture reviews, development workflows, and procedure guidance across streams and adapters. It retrieves established application patterns from AgentDB to support consistent implementation decisions.