01Common async interface for three agent ecosystem adapters (Claude Code, Python, MCP).
02Integrated SQLite + FTS5 memory system for recalling past tasks, decisions, and outputs.
03Routes tasks across Claude Code subagents, Python frameworks, and MCP servers.
04AgentForge dynamically creates new specialist AI subagents for specific tasks.
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06LLM-based router intelligently selects primary and supporting agents with structured tool-use.