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    Multi-Agent Handoff & State Protocol Engine

    1

    Framework-agnostic multi-agent handoff orchestrator and state protocol engine. Enforces Feudal HRL state serialization and prevents context amnesia across agent swarms.

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    About this skill

    The Multi-Agent Handoff & State Protocol Engine is an architectural standard and runtime state synchronization framework designed to eliminate context loss, task duplication, and conversation window bloat across multi-agent workflows (LangGraph, CrewAI, AutoGen, OpenAI Swarm, Claude Code subagents).

    When autonomous agents pass tasks to downstream agents using raw conversational histories, downstream agents lose critical context, repeat completed steps, or hallucinate task boundaries. This protocol establishes immutable, schema-validated state transition packets ($s_t \rightarrow s_{t+1}$).

    Rather than forwarding 50 turns of conversational history, the Manager agent serializes task state into an atomic, typed payload:

    Downstream worker agents operate in an isolated sub-context:

    1. Fresh Context Window: The worker starts with a 100% clean context window, receiving only its specific task packet and system prompt.
    2. Deterministic Return Contract: When work is completed, the worker emits an evidence payload with verified output artifacts and status flags.
    3. Manager State Folding: The Manager folds the worker's concise completion card into global state without absorbing intermediate verbose scratchpads.

    Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Skills for Agents & Orchestration.

    How to use

    1. 1

      Connect your agent to the Agensi MCP

      Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup

    2. 2

      Sign in to Agensi

      Your agent shows a sign-in link. Sign in and click Allow.

    3. 3

      Ask for what you need

      Your agent loads this skill and uses it on your task. It always asks before buying a skill.

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    Operates strictly via local static analysis. Zero external network access.

    Listed8 days ago

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    Frequently Asked Questions

    Framework-agnostic multi-agent handoff orchestrator and state protocol engine. Enforces Feudal HRL state serialization and prevents context amnesia across agent swarms.

    This skill uses the open SKILL.md standard. Use it through an MCP-compatible agent connected to Agensi, and check the compatibility information on this page for confirmed agents and required capabilities.

    Connect your AI agent to Agensi through MCP, then ask it to use Multi-Agent Handoff & State Protocol Engine on your task. Your agent loads the latest approved version each time. Paid skills require a purchase or active subscription. Skill files are not available for download; your licence does not allow you to save, copy or export any part of a skill.

    New in Agents & Orchestration