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memories-dev

Guide developers through the memories.sh monorepo structure and workflows.

35|4|Updated Jan 30, 2026
Search Tags:#architecture#contribution#cli#mcp#monorepo#developer guide#memories.sh
One-click install
npx skills add https://github.com/webrenew/memories --skill memories-dev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: memories-dev
Source: https://github.com/webrenew/memories/tree/main/skills/memories-dev
Command: npx skills add https://github.com/webrenew/memories --skill memories-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a comprehensive guide for developers looking to understand, contribute to, and extend the memories.sh codebase, streamlining the development process.

Core Features & Use Cases

  • Architecture Overview: Detailed breakdown of the project structure, dependency graph, and key library files.
  • Development Workflow: Guidance on adding new CLI commands, MCP tools, generation targets, and handling build/test processes.
  • Tech Stack: Clear documentation of the technologies used across different layers of the project.
  • Use Case: A new developer joins the memories.sh project and needs to quickly understand how to add a new feature, such as a new CLI command or integrate with a new AI tool. This Skill provides all the necessary context and steps.

Quick Start

Refer to the Project Structure section in the memories-dev skill to understand the monorepo layout.

Frequently Asked Questions about memories-dev

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

FAQPage Schema
How do I contribute to the memories.sh monorepo as a new developer?▼

To contribute to the memories.sh monorepo, use this developer guide to understand the project structure, dependency graph, and development workflows before adding new features like CLI commands or MCP tools.

How does the architecture of a monorepo support adding new CLI commands and MCP tools?▼

The architecture uses a structured dependency graph and key library files to support extending the monorepo, allowing developers to follow specific workflow patterns for adding new CLI commands and MCP tools.

Can I use this developer guide to understand the database schema and lifecycle model?▼

Yes, the developer guide outlines the tech stack including the database schema and lifecycle model, providing the necessary context to understand local embeddings, cloud sync, and authentication mechanisms.

What is the best way to add generation targets and handle build processes in this monorepo?▼

The best way to add generation targets and handle build processes is by following the documented development workflow, which details the necessary steps and testing patterns for extending the codebase.

Does the memories.sh codebase include documentation on local embeddings and authentication mechanisms?▼

Yes, the codebase documentation explicitly covers local embeddings, cloud sync, and authentication mechanisms, detailing the technologies used across different layers of the project.

What testing patterns are required when adding new features to the memories.sh project?▼

The developer guide outlines specific testing patterns required for adding new features, ensuring that contributions to the monorepo maintain the project's established build and test processes.

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