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.