Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component...
npx skills add ngxtm/devkit --skill "agent-memory-mcp"
Install specific skill from multi-skill repository
# Description
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
# SKILL.md
name: agent-memory-mcp
author: Amit Rathiesh
description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Agent Memory Skill
This skill provides a persistent, searchable memory bank that automatically syncs with project documentation. It runs as an MCP server to allow reading/writing/searching of long-term memories.
Prerequisites
- Node.js (v18+)
Setup
- Clone the Repository:
Clone theagentMemoryproject into your agent's workspace or a parallel directory:
bash
git clone https://github.com/webzler/agentMemory.git .agent/skills/agent-memory
- Install Dependencies:
bash
cd .agent/skills/agent-memory
npm install
npm run compile
- Start the MCP Server:
Use the helper script to activate the memory bank for your current project:
bash
npm run start-server <project_id> <absolute_path_to_target_workspace>
Example for current directory:
bash
npm run start-server my-project $(pwd)
Capabilities (MCP Tools)
memory_search
Search for memories by query, type, or tags.
- Args:
query(string),type?(string),tags?(string[]) - Usage: "Find all authentication patterns" ->
memory_search({ query: "authentication", type: "pattern" })
memory_write
Record new knowledge or decisions.
- Args:
key(string),type(string),content(string),tags?(string[]) - Usage: "Save this architecture decision" ->
memory_write({ key: "auth-v1", type: "decision", content: "..." })
memory_read
Retrieve specific memory content by key.
- Args:
key(string) - Usage: "Get the auth design" ->
memory_read({ key: "auth-v1" })
memory_stats
View analytics on memory usage.
- Usage: "Show memory statistics" ->
memory_stats({})
Dashboard
This skill includes a standalone dashboard to visualize memory usage.
npm run start-dashboard <absolute_path_to_target_workspace>
Access at: http://localhost:3333
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.