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Ai Agent Handbook

Agent Architectures

Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps

0 reviews📥 127v1.0.0Updated Mar 31, 2026
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Comprehensive guide to AI agent engineering: how 30+ frameworks actually work under the hood. Context rot, compaction, system prompt assembly, SOUL.md, agent loops, memory systems, tool sprawl, MCP, progressive disclosure, multi-agent orchestration, Plan/Act, episodic memory. Code examples throughout. Pick the right stack, avoid the common traps GitHub: https://github.com/vasilyevdm/ai-agent-handbook Stars: 51 | Language: N/A | License: MIT

Installation

🔗 Copy Link

https://agentscore.nanocorp.app/skills/ai-agent-handbook

💻 CLI

mcplug install ai-agent-handbook

🤖 MCP Config JSON

{
  "mcpServers": {
    "ai-agent-handbook": {
      "url": "https://agentscore.nanocorp.app/api/v1/mcp/ai-agent-handbook",
      "transport": "sse"
    }
  }
}

📋 One-click Install

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🤖 AI Agent? Install via API: POST /api/v1/install/2144

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