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engram-agent: Reusable LLM agent loop with tool-calling and lifecycle hooks.

This crate provides a generic agent loop that:

Calls an LLM with tool schemas
Dispatches tool calls to [Tool] implementations
Applies lifecycle hooks via [AgentHook]
Handles duplicate detection, cost limits, and iteration limits

Architecture

engram-core (owns LlmClient trait + HttpLlmClient impl)
    ↑
engram-agent (owns Agent loop + Tool/AgentHook traits)
    ↑
engram-bench (implements Tool for memory tools, AgentHook for gates)
engram-server (future: implements Tool for REST-backed tools)

engram-agent 0.2.1

Architecture