About

Imported from organvm-iv-taxis/a-i--skills (skills/tools/agent-development-pack/SKILL.md). Install upstream with npx skills add organvm-iv-taxis/a-i--skills --skill agent-development-pack. Copyright stays with the author (MIT).

Agent Development Pack

Name: agent-development-pack
Author: organvm-iv-taxis

A curated bundle for building, testing, and coordinating AI agent systems with proper handoff and tool integration.

What's Included

agent-swarm-orchestrator — Design multi-agent systems with coordinated swarms and task distribution
agent-testing-patterns — Test agent tool use, non-deterministic outputs, and multi-turn conversations
cross-agent-handoff — Transfer context between agent sessions with structured handoff protocols
mcp-builder — Build MCP (Model Context Protocol) servers for extending agent capabilities
prompt-engineering-patterns — Design effective prompts with structured formats and chain-of-thought

Getting Started

Install this bundle when building AI agent systems. The recommended workflow:

Design: Use prompt-engineering-patterns to architect system prompts and tool definitions
Build: Use mcp-builder for custom tool servers and agent-swarm-orchestrator for multi-agent coordination
Test: Use agent-testing-patterns for unit, integration, and E2E agent testing
Coordinate: Use cross-agent-handoff for reliable session continuity

This pack is the foundation for ORGAN-IV (orchestration) agent development.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/organvm-iv-taxis-a-i-skills-agent-development-pack/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

organvm-iv-taxis-a-i-skills-agent-development-pack.ocm.jsonjson

{
  "ocm": "1",
  "id": "organvm-iv-taxis-a-i-skills-agent-development-pack",
  "kind": "skill",
  "name": "agent-development-pack",
  "description": "Curated bundle for building, testing, and coordinating AI agent systems. Includes multi-agent orchestration, agent testing, cross-agent handoff, MCP server building, and prompt engineering. Use when developing AI agent workflows or multi-agent systems.",
  "publisher": "organvm-iv-taxis",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "bundle",
      "agents",
      "multi-agent",
      "testing",
      "orchestration",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Curated bundle for building, testing, and coordinating AI agent systems. Includes multi-agent orchestration, agent testing, cross-agent handoff, MCP server building, and prompt engineering. Use when developing AI agent workflows or multi-agent systems."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/organvm-iv-taxis/a-i--skills",
      "path": "skills/tools/agent-development-pack/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/organvm-iv-taxis/a-i--skills/blob/HEAD/skills/tools/agent-development-pack/SKILL.md",
      "key": "organvm-iv-taxis/a-i--skills/skills/tools/agent-development-pack/SKILL.md"
    },
    "license": "MIT"
  },
  "instructions": "# Agent Development Pack\n\nA curated bundle for building, testing, and coordinating AI agent systems with proper handoff and tool integration.\n\n## What's Included\n\n- **agent-swarm-orchestrator** — Design multi-agent systems with coordinated swarms and task distribution\n- **agent-testing-patterns** — Test agent tool use, non-deterministic outputs, and multi-turn conversations\n- **cross-agent-handoff** — Transfer context between agent sessions with structured handoff protocols\n- **mcp-builder** — Build MCP (Model Context Protocol) servers for extending agent capabilities\n- **prompt-engineering-pa",
  "cost": {
    "context_tokens": 306
  }
}

Fetch it by URL: GET /api/v1/registry/organvm-iv-taxis-a-i-skills-agent-development-pack/manifest?version=1.0.0

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