pcircle-memesh

MeMesh Plugin

Your AI coding sessions deserve memory.

MeMesh Plugin gives Claude Code persistent, searchable memory — so every session builds on the last.

npm install -g @pcircle/memesh

Get Started · How It Works · Commands · Docs

繁體中文 · 简体中文 · 日本語 · 한국어 · Français · Deutsch · Español · Tiếng Việt · ภาษาไทย · Bahasa Indonesia

Note: This project was originally called "Claude Code Buddy" and has been renamed to MeMesh Plugin to avoid potential trademark issues.

The Problem

You're deep into a project with Claude Code. You made important decisions three sessions ago — which auth library, why you chose that database schema, what patterns to follow. But Claude doesn't remember. You repeat yourself. You lose context. You waste time.

MeMesh Plugin fixes this. It gives Claude a persistent, searchable memory that grows with your project.

How It Works

Session 1: "Use JWT for auth"
Session 2: "Why did we pick JWT again?"
Session 3: "Wait, what auth library are we using?"

Session 1: "Use JWT for auth" → saved
Session 2: buddy-remember "auth" → instant recall
Session 3: Context auto-loaded on start

What You Get

Searchable Project Memory — Ask "what did we decide about auth?" and get an instant, semantically-matched answer. Not keyword search — meaning search, powered by local ONNX embeddings.

Smart Task Analysis — buddy-do "add user auth" doesn't just execute. It pulls relevant context from past sessions, checks what patterns you've established, and builds an enriched plan before writing a single line.

Proactive Recall — MeMesh automatically surfaces relevant memories when you start a session, hit a test failure, or encounter an error. No manual searching needed.

Workflow Automation — Session recaps on startup. File change tracking. Code review reminders before commits. All running silently in the background.

Mistake Learning — Record errors and fixes to build a knowledge base. The same mistake doesn't happen twice.

Get Started

Prerequisites: Claude Code + Node.js 20+

npm install -g @pcircle/memesh

Restart Claude Code. That's it.

Verify — type in Claude Code:

buddy-help

You should see a list of available commands.

git clone https://github.com/PCIRCLE-AI/claude-code-buddy.git
cd claude-code-buddy
npm install && npm run build

Commands

Real examples:

# Get oriented in a new-to-you codebase
buddy-do "explain this codebase"

# Build features with context from past work
buddy-do "add user authentication"

# Recall why decisions were made
buddy-remember "API design decisions"
buddy-remember "why we chose PostgreSQL"

All data stays on your machine with automatic 90-day retention.

How is this different from CLAUDE.md?

They work together. CLAUDE.md tells Claude how to work. MeMesh Plugin remembers what you've built.

Platform Support