swarm-build

Builds, verifies, and deploys the SwarmAI backend binary via PyInstaller to the daemon with health checks.

36|4|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/xg-gh-25/SwarmAI --skill swarm-build
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swarm-build
Source: https://github.com/xg-gh-25/SwarmAI/tree/main/backend/skills/s_swarm-build
Command: npx skills add https://github.com/xg-gh-25/SwarmAI --skill swarm-build

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill streamlines the end-to-end process of building the SwarmAI backend binary, verifying its capabilities, deploying it to the daemon, and restarting it, replacing a manual, error-prone sequence with a guided workflow.

Core Features & Use Cases

  • Build with PyInstaller to generate the backend binary.
  • Verify capabilities via automated checks and health post-deploy.
  • Deploy to the daemon, manage versioning, and restart for smooth updates.
  • Useful in development and CI/CD workflows for production-grade deployment with stage-by-stage visibility.

Quick Start

Read INSTRUCTIONS.md and run the Swarm Build workflow to compile the backend, deploy it to the daemon, and verify health.

Frequently Asked Questions about swarm-build

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

FAQPage Schema
How do I build and deploy a PyInstaller backend binary to a daemon?

The SwarmAI build workflow streamlines PyInstaller backend deployment by compiling the binary, running automated checks, deploying to the daemon, and verifying health post-restart. It replaces manual sequences with a guided process for macOS desktop environments.

Can I automate SwarmAI backend versioning and health verification in CI/CD?

Yes, the SwarmAI build workflow automates backend versioning and health verification for CI/CD pipelines. It handles compile, check, deploy, and health verification stages end-to-end, ensuring smooth updates with stage-by-stage visibility.

Does the SwarmAI build workflow support macOS desktop deployment?

Yes, the SwarmAI build workflow explicitly supports macOS desktop deployment workflows. It handles PyInstaller compilation, automated checks, daemon deployment, versioning, and health verification for macOS environments.

Why does PyInstaller daemon deployment fail without health verification?

PyInstaller daemon deployment requires health verification to validate backend capabilities post-deploy. Automated checks ensure the restarted daemon operates correctly, preventing silent failures and error-prone manual updates in production environments.

What is the best way to restart a daemon after a PyInstaller build?

The best way to restart a daemon after a PyInstaller build is using a guided workflow that deploys the binary, manages versioning, and restarts the service. This approach verifies health post-deployment and replaces error-prone manual sequences.