nexus-design-abdullah
π‘ Summary
Nexus is an AI-driven project management tool that retains context across sessions to enhance productivity.
π― Target Audience
π€ AI Roast: βPowerful, but the setup might scare off the impatient.β
Risk: Medium. Review: shell/CLI command execution; outbound network access (SSRF, data egress). Run with least privilege and audit before enabling in production.
Nexus
Quick Start: Use this template β Clone your repo β Open in VS Code β Start Claude Code β Say "hi"
The Problem You Have Right Now
Every time you start a new Claude session:
- You re-explain who you are and what you do
- You re-describe your project and where you left off
- You rebuild the same workflows from scratch
- You lose context, insights, and momentum
What if Claude remembered everything?
See It Work (2 minutes)
First Time:
You: "hi"
AI: Shows Nexus menu with:
π§ MEMORY - Not configured βΈ 'setup goals'
π¦ PROJECTS - None yet βΈ 'create project'
π§ SKILLS - 26 available
π‘ SUGGESTED: 'setup goals' to teach Nexus about you
You: "create project for launching v2.0 dashboard"
AI: [Creates project structure, guides planning]
β
Project created: 01-dashboard-launch
Next Session:
You: "hi"
AI: Shows your context:
π§ MEMORY - Role: PM at SaaS | Goal: Launch v2.0
π¦ PROJECTS - β’ dashboard-launch | IN_PROGRESS | 42%
π‘ SUGGESTED: 'continue dashboard-launch' - resume at 42%
You: "continue dashboard-launch"
AI: [Loads all context, shows exactly where you left off]
"You're on Phase 2: Design. Next task: Review wireframes."
That's the magic. No re-explaining. Ever.
What Makes This Possible
Nexus gives you three things:
1. Memory That Persists
Your role, goals, and learnings are saved in files. Every session, Claude loads them automatically. You never start from zero.
2. Projects With Structure
Work happens in Projects β with planning documents, task lists, and progress tracking. Everything auto-saves.
3. Skills You Can Reuse
Capture workflows you repeat. Say "create skill" after doing something useful, and it becomes a one-command action forever.
Quick Start
Prerequisites
- [ ] Claude Code Account β Sign up here
- [ ] Visual Studio Code β Download
- [ ] Claude Code VS Code Extension β Install from VS Code marketplace
- [ ] Python 3.x β Download
Step 1: Create Your Nexus
- Click Use this template
- Name your repo (e.g.,
my-nexus), click Create repository - Clone and open:
git clone https://github.com/YOUR-USERNAME/my-nexus.git cd my-nexus code .
Step 2: Start Claude Code
- Open Claude Chat via the Claude Code extension (click the Claude icon in sidebar)
- Say:
hi
The system activates automatically and shows the menu.
Step 3: Start Working
You can start working immediately β no setup required!
| You Say | What Happens |
|---------|--------------|
| "create project" | Start a new project with guided planning |
| "setup goals" | Personalize Nexus with your role & goals |
| "setup workspace" | Organize your file folders |
| "done" | Save progress, end session |
Optional: Learn the System
When you're ready, 6 optional learning skills teach you everything:
| Skill | Trigger | Time | |-------|---------|------| | setup-goals | "setup goals" | 8-10 min | | setup-workspace | "setup workspace" | 5-8 min | | learn-integrations | "learn integrations" | 10-12 min | | learn-projects | "learn projects" | 8-10 min | | learn-skills | "learn skills" | 10-12 min | | learn-nexus | "learn nexus" | 15-18 min |
The Three Core Concepts
Memory β Your Persistent Context
The 01-memory/ folder stores who you are (auto-created on first run):
01-memory/
βββ goals.md β YOUR role, objectives, success metrics
βββ user-config.yaml β Language & preferences
βββ core-learnings.md β Patterns that grow over time
βββ session-reports/ β Auto-generated session history
Every session, Claude loads these files first. It knows your context before you say anything.
Projects β Structured Work
Projects have a beginning, middle, and end:
02-projects/01-dashboard-launch/
βββ 01-planning/ β overview.md, plan.md, steps.md
βββ 02-resources/ β Reference materials
βββ 03-working/ β Work in progress
βββ 04-outputs/ β Final deliverables
Skills β Reusable Workflows
Skills capture actions you repeat:
You: "generate status report"
AI: [Loads skill β Follows exact steps β Produces report]
Create your own with "create skill" after doing something useful.
How Sessions Work
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β START: "hi" β
β β System loads your Memory β
β β Shows your active Projects and Skills β
β β Suggests next steps based on your state β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β WORK: "continue [project]" or "[skill trigger]" β
β β Loads relevant context β
β β Executes systematically β
β β Tracks progress β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
β END: "done" β
β β Saves all progress β
β β Updates Memory with learnings β
β β Creates session report β
β β Ready to resume next time β
βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ
Integrations
Connect your tools with natural language:
| Integration | Trigger | What It Does | |-------------|---------|--------------| | Notion | "connect notion" | Query databases, create pages, manage content | | Airtable | "connect airtable" | Query bases, manage records, batch operations | | Beam AI | "connect beam" | Manage agents, create tasks, view analytics | | Any REST API | "add integration" | Auto-discovers endpoints, creates implementation plan |
Guided setup walks you through API keys and configuration.
Workspace Map
Your 04-workspace/ folder is documented in workspace-map.md β a living map of your file structure.
Why it matters:
- Nexus reads this to understand where your files are
- It can find and organize things without asking
- New files and folders are automatically understood
Keep it in sync:
You: "update workspace map"
AI: [Scans 04-workspace/, updates documentation]
β
Workspace map updated. Found 3 new folders.
Run this occasionally after reorganizing your files.
Requirements
Required:
- Claude Code Account (sign up)
- Visual Studio Code (download)
- Claude Code VS Code Extension (install from marketplace)
- Python 3.x (download)
Optional:
- MCP servers for integrations (Notion, Airtable, Linear)
- Git for version control
Learn More
- Product Overview β The problems Nexus solves
- Framework Overview β Technical deep dive
Getting Nexus
Option 1: Use as Template (Recommended)
- Go to the Nexus GitHub repository
- Click "Use this template" β "Create a new repository"
- Name your repo, set visibility, click "Create repository"
- Clone your new repo:
git clone https://github.com/YOUR-USERNAME/YOUR-REPO-NAME.git cd YOUR-REPO-NAME code .
This gives you your own copy where you can commit personal data (goals, projects, skills).
Option 2: Direct Clone (For Trying It Out)
git clone https://github.com/DorianSchlede/nexus-template.git cd nexus-template code .
Note: With direct clone, you can't push changes to the original repo.
Getting Updates
Nexus receives regular system updates (new skills, improvements, fixes). Your personal data is never touched during updates.
What Gets Updated
| Updated (from upstream) | Protected (your data) |
|------------------------|----------------------|
| 00-system/ | 01-memory/ |
| CLAUDE.md | 02-projects/ |
| README.md | 03-skills/ |
| | 04-workspace/ |
| | .env, .claude/ |
Automatic Update Checks
Updates are checked automatically on startup. When available, you'll see:
β‘ UPDATE AVAILABLE: v0.9.0 β v0.10.0
Say 'update nexus' to get latest improvements
How to Update
Just say:
You: "update nexus"
AI: UPDATE AVAILABLE: v0.9.0 β v0.10.0
12 files will be updated
Proceed? (yes/no)
You: "yes"
AI: β
Updated! Backup at: .sync-backup/2024-01-15/
Technical Reference
The sections below are for users who want deeper understanding.
Folder Structure
Nexus/
β
βββ CLAUDE.md # Entry point - loads on startup
β
βββ 00-system/ # FRAMEWORK (don't modify)
β βββ core/ # Engine scripts
β β βββ orchestrator.md # AI decision logic
β β βββ nexus-loader.py # Context loader + state machine
β βββ skills/ # Built-in system skills (26+)
β β βββ learning/ # Onboarding skills
β β βββ projects/ # Project management
β β βββ skill-dev/ # Skill creation
β β βββ system/ # System utilities
β β βββ notion/ # Notion integration
β β βββ airtable/ # Airtable integration
β β βββ tools/ # Mental models, generators
β βββ documentation/ # Framew
Pros
- Retains context across sessions
- Structured project management
- Reusable workflows
- Easy integration with tools
Cons
- Requires setup of external accounts
- Dependent on Claude AI
- Learning curve for new users
- Limited to specific integrations
Related Skills
building-secure-contracts
AβPowerful, but the setup might scare off the impatient.β
deno-debug-skill
AβPowerful, but the setup might scare off the impatient.β
Disclaimer: This content is sourced from GitHub open source projects for display and rating purposes only.
Copyright belongs to the original author abdullahbeam.
