skills.rest
organvm-i-theoria
organvm-i-theoriaOFFICIAL
Explore all skills by this author →
GitHub

agent-development-pack

Bundles five skills for building, testing, and coordinating multi-agent AI systems.

Updated May 16, 2026
Search Tags:#prompt engineering#multi-agent#orchestration#handoff#mcp server#agent testing#bundle
One-click install
npx skills add https://github.com/organvm-i-theoria/_agent-ontology --skill agent-development-pack-organvm-i-theoria
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-development-pack
Source: https://github.com/organvm-i-theoria/_agent-ontology/tree/main/.agents/skills/agent-development-pack
Command: npx skills add https://github.com/organvm-i-theoria/_agent-ontology --skill agent-development-pack-organvm-i-theoria

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Developing AI agent systems requires juggling orchestration design, testing of non-deterministic outputs, session handoffs, MCP server construction, and prompt engineering, and this bundle groups those capabilities into one installable pack. ## Core Features & Use Cases - Multi-Agent Orchestration: Design coordinated agent swarms with task distribution using agent-swarm-orchestrator. - Agent Testing: Test tool use, non-deterministic outputs, and multi-turn conversations with agent-testing-patterns. - MCP Server Building: Create Model Context Protocol servers to extend agent capabilities via mcp-builder. - Use Case: When building a multi-agent workflow, design prompts with prompt-engineering-patterns, build tool servers with mcp-builder, coordinate agents with agent-swarm-orchestrator, then validate behavior with agent-testing-patterns and maintain continuity via cross-agent-handoff. ## Quick Start Install the agent-development-pack bundle and ask the agent to design a multi-agent system with coordinated swarms and structured handoff protocols.

Frequently Asked Questions about agent-development-pack

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

FAQPage Schema
How do I build a multi-agent system with coordinated swarms?▼

Use the agent-swarm-orchestrator skill included in this pack to design multi-agent systems with task distribution. Combine it with cross-agent-handoff to transfer context between agent sessions using structured handoff protocols.

How to test AI agents with non-deterministic outputs?▼

The agent-testing-patterns skill covers testing agent tool use, non-deterministic outputs, and multi-turn conversations. It supports unit, integration, and end-to-end testing approaches for agent workflows.

What skills are included in the agent-development-pack?▼

The pack includes five skills: agent-swarm-orchestrator, agent-testing-patterns, cross-agent-handoff, mcp-builder, and prompt-engineering-patterns. Together they cover design, build, test, and coordination phases of agent development.

Can I build MCP servers with this skill bundle?▼

Yes, the mcp-builder skill included in the pack guides building Model Context Protocol servers for extending agent capabilities. It fits the build phase of the recommended design-build-test-coordinate workflow.

When should I not use a bundled skill pack?▼

If you only need one capability, such as prompt engineering alone, installing the individual skill avoids loading unused bundle components. The pack is intended for full agent development workflows spanning design through coordination.

Related Skills

Explore More Software Engineering Skills→
kyldvskyldvs

create-subagents

Create and orchestrate Claude Code subagents with XML prompts and Task tool workflows.

Community
Advanced
OmniNode-aiOmniNode-ai
3

check-agent-performance

Analyze agent routing times, confidence scores, and transformation success rates.

Official
Intermediate
lygavlygav

otel-observability

Instrument federated squad agents with OpenTelemetry to collect traces, metrics, and logs.

Community
Advanced
korchard333korchard333
46

power-platform-team

Orchestrate six specialized AI agents to plan and deliver Power Platform solutions.

Community
Advanced