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Zouroboros

Bootstrap the Zouroboros agent ecosystem on a Zo Computer.

23|4|Updated Mar 27, 2026
Search Tags:#sqlite#installer#bun#ollama#swarm-orchestration#zouroboros
One-click install
npx skills add https://github.com/marlandoj/zouroboros --skill zouroboros
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Zouroboros
Source: https://github.com/marlandoj/zouroboros/tree/main/Skills/zouroboros
Command: npx skills add https://github.com/marlandoj/zouroboros --skill zouroboros

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @modelcontextprotocol/sdk, and includes scripts (resource) and assets (resource) components.

What problem does it solve?

Installs and initializes a complete, local Zouroboros agent ecosystem to remove manual, error-prone setup of multi-agent orchestration, persistent hybrid memory, and self-healing pipelines on a Zo Computer.

Core Features & Use Cases

  • One-command installer: automated Bun runtime checks, MCP SDK dependency installation, SQLite memory DB creation, Ollama model pulls, and symlink management for sub-skill scripts.
  • Health and validation: integrated doctor script runs runtime, database, model, and sub-skill checks with optional auto-fix capability.
  • Sub-skill deployment: bootstraps standalone Bun scripts for memory, swarm orchestration, self-healing, and workflow automation so agents can run without a full monorepo build.
  • Use Case: Quickly provision a local Zo Computer for development or production testing of the Zouroboros swarm, run introspection, generate prescriptions, and execute evolution playbooks.

Quick Start

Run the one-command installer to bootstrap the full Zouroboros stack on your Zo Computer by executing the install script in the skill directory.

Frequently Asked Questions about Zouroboros

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

FAQPage Schema
How do I bootstrap a multi-agent orchestration stack with Bun and Ollama locally?▼

Bootstrapping a multi-agent orchestration stack locally requires running a one-command installer that automatically provisions the Bun runtime, pulls Ollama models, initializes a SQLite memory database, and installs MCP SDK dependencies.

What is the easiest way to set up persistent hybrid memory for local AI agents?▼

Persistent hybrid memory for local AI agents is established by initializing a SQLite database during the automated setup process, allowing agents to retain context and state across self-healing pipelines and workflow automation tasks.

Do I need to manually install the MCP SDK before running local swarm orchestration scripts?▼

No, you do not need to manually install the MCP SDK. The automated bootstrap installer handles MCP SDK dependency installation, alongside Bun runtime checks and SQLite memory database creation, ensuring the environment is fully configured.

Can I use a single command to deploy and validate self-healing pipelines on my local machine?▼

Yes, you can deploy and validate self-healing pipelines using a single command. The installer bootstraps standalone Bun scripts and includes a doctor script that runs runtime, database, model, and sub-skill checks with optional automatic fixes.

Why does my local agent ecosystem setup fail during Ollama model pulls and database initialization?▼

Local agent ecosystem setup might fail due to missing Bun runtime prerequisites or incomplete Ollama installations. The included health and validation doctor script identifies these failures across runtime, database, and model components, offering optional auto-fix capabilities.

Are there limitations to running idempotent setup scripts for multi-agent workflows?▼

Limitations of idempotent setup scripts for multi-agent workflows generally relate to environment-specific conflicts during Ollama model pulls or symlink management, though the integrated doctor script provides basic automatic fixes to resolve common deployment issues.

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