xSwarm CLI - Command Parallel AI Development Teams


🚀 Website: xSwarm.ai
📦 NPM Package: npmjs.com/package/xswarm
🐙 GitHub: github.com/chadananda/xswarm

Quick Start

``bash


Try it immediately with npx (no installation required)

npx xswarm

Or install globally for repeated use

npm install -g xswarm
`

> ⚠️ Current Status: xSwarm CLI is in active development. Currently shows a placeholder while we build the full orchestration system. Full functionality coming Q2 2025.

What is xSwarm?

xSwarm is an experiment in fixing the frustrations we all face with AI development. You know the drill: explain your codebase again, wait for sequential responses, deal with integration surprises, and somehow you're still the one doing all the glue work.

We wondered: what if we stop treating AI like a junior developer and instead design workflows around what AI is actually good at? Things like parallel execution, never forgetting context, and following precise specifications.

The Problem: One AI assistant → Sequential tasks → Constant context rebuilding → Integration surprises

Our Approach: Orchestrated AI teams → Parallel execution → Shared function libraries → Guaranteed integration

How It Works: The Development Epoch

xSwarm organizes development into epochs—complete cycles that start with intensive planning and then run autonomously through multiple sprints. Think of it as front-loading all the thinking so AI teams can execute without constant hand-holding:

`
1. Expert Consultation → 40+ specialized AI agents analyze requirements
2. Interactive Prototyping → Live HTML demos, not static mockups
3. Intelligent Planning → 5-pass optimization to maximize parallelization
4. Automated Sprints → Multiple sprints run with parallel task execution
5. Complete Delivery → Code + Tests + Docs + Marketing assets
`

The key insight: one epoch contains many sprints, each sprint contains many parallel tasks. Human involvement ends after planning—the entire execution is autonomous.

Key Innovations

$3

- Pass 1: Extract pure functions (60%+ reuse target)
- Pass 2: Sprint-specific utilities
- Pass 3: Atomic task decomposition
- Pass 4: Container environments
- Pass 5: Content integration

$3

- Sandboxed task teams
- Zero coordination overhead
- Automatic integration
- No merge conflicts

$3

Every epoch ships:

- Production code
- Comprehensive tests
- Documentation
- Marketing assets
- Deployment config

From Solo Developer to Team Commander

Without xSwarm: You craft prompts for a single AI assistant

- Write prompt → Wait for code → Test it → Fix issues → Repeat
- Every session starts fresh
- Integration is your problem
- Documentation comes later

With xSwarm: You command specialized AI teams

- Define what you need → Expert teams plan → Parallel execution → Complete delivery
- Shared context and functions
- Integration built-in
- Documentation generated automatically

Installation

$3

- Node.js 18.0.0 or higher
- npm or yarn
- Git

$3

`bash
npm install -g xswarm
`

$3

`bash
npx xswarm
``

Coming Soon

$3

- Epoch planning engine
- Sandboxed execution
- Function registries
- Interactive prototypes

$3

- 40+ expert agents
- Parallel orchestration
- Kaiban dashboards
- Content pipeline

Learn More

For the full story of epochs, multi-pass planning, and AI-specific optimization:
👉 github.com/chadananda/xSwarm

Support

- 📧 Email: chadananda@gmail.com
- 🐛 Issues: GitHub Issues
- 💬 Discussions: GitHub Discussions
- 📚 Documentation: xSwarm.ai/docs

License

MIT License - see LICENSE file for details.

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xSwarm.ai - Command AI Teams. Ship Complete Features.