Coder Memory Recall

Retrieve universal coding patterns from file-based memory stores.

3|Updated Oct 18, 2025
One-click install
npx skills add https://github.com/hungson175/deploy-memory-tools --skill coder-memory-recall
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Coder Memory Recall
Source: https://github.com/hungson175/deploy-memory-tools/tree/main/global/coder-memory-recall
Command: npx skills add https://github.com/hungson175/deploy-memory-tools --skill coder-memory-recall

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Developers often face similar technical challenges across different projects or forget universal solutions they've previously implemented. This Skill provides quick access to a curated knowledge base of broadly applicable coding patterns and strategies, saving you from reinventing the wheel.

Core Features & Use Cases

  • Universal Pattern Retrieval: Finds relevant coding patterns based on your current task or an explicit query, drawing from a global pool of knowledge.
  • Structured Knowledge Access: Navigates episodic (concrete events), procedural (workflows), and semantic (principles) memory types for universal insights.
  • Self-Refactoring: Automatically identifies and suggests reorganization of universal memory structure for improved recall, ensuring your knowledge base remains efficient.
  • Use Case: When starting a new project or encountering a complex, unfamiliar problem (e.g., designing a robust caching mechanism), use this Skill to quickly retrieve universal architectural guidance or debugging strategies, accelerating your problem-solving.

Quick Start

To recall universal coding patterns:

User: "Hey Claude, I'm facing a tricky concurrency issue.

Can you recall any universal patterns for handling it?"

Claude: (Invokes Coder Memory Recall Skill)

"Executing Coder Memory Recall for 'concurrency issue patterns'."

Frequently Asked Questions about Coder Memory Recall

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

FAQPage Schema
How do I quickly find coding patterns I've used before?

Coder Memory Recall retrieves universal coding patterns from your knowledge base to accelerate problem-solving. It searches episodic, procedural, and semantic memory types, returning relevant architectural guidance and debugging strategies based on your current task or explicit query.

When should I use universal pattern recall instead of solving from scratch?

Use universal pattern recall when starting new projects, encountering unfamiliar technical challenges like caching or concurrency, or facing recurring architectural decisions. The Skill accelerates complex tasks by surfacing proven solutions you've already discovered, avoiding reinvention across projects.

How does the Skill organize and maintain coding knowledge?

Coder Memory Recall stores universal patterns in structured memory files at ~/.claude/skills/coder-memory-store/ and uses phased vector and file-based search to index episodic events, procedural workflows, and semantic principles. It automatically suggests reorganization to keep your knowledge base efficient.

Can I retrieve project-specific patterns or only universal ones?

The Skill supports both universal and project-specific pattern recall depending on context. Invoke it explicitly with --coder-recall or --recall prompts, or it runs automatically before multi-step projects, sourcing data from your memory store to return actionable guidance tailored to your scope.

What's the difference between this and searching my own code history?

Coder Memory Recall curates broadly applicable patterns organized by knowledge type—not raw code snippets—and surfaces architectural principles and debugging strategies relevant to your current problem. It accelerates discovery compared to manual code history search by returning structured guidance from categorized memory.