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    lobster-coordinator

    by 王晓菲

    Production-grade 3-layer agent orchestration with dual-blind verification and automated model routing.

    Updated May 2026
    0 installs
    69 views

    Free

    One-time purchase

    ⚡ Also available via Agensi MCP — your AI agent can load this skill on demand via MCP. Learn more →

    Included in download

    • Downloadable skill package
    • Instant install

    See it in action

    [Coordinator] Decomposing task into 3 sub-units...
[Worker-1] Status: DONE | [Review-A] Spec: PASS | [Review-B] Quality: PASS
[Santa-Verify] Independent Reviewer C: PASS | Independent Reviewer D: PASS
[Coordinator] All checks passed. Merging 142 lines of verified code to main.

    About This Skill

    What it does

    The Lobster Coordinator is a high-fidelity orchestration framework reverse-engineered from production-grade agentic platforms like Claude Code. It moves beyond simple prompting by implementing a 3-layer architecture: AgentTool for task delegation, Swarm for team messaging, and Coordinator for global task decomposition and aggregation.

    Why use this skill

    Building reliable multi-agent systems is difficult. This skill provides a battle-tested blueprint that eliminates "agent loop" failures through secondary verification layers. It prevents hallucinations and technical debt by enforcing strict multi-stage reviews extracted from the Santa Method and Superpowers frameworks.

    • Two-Stage Review: Automated checks for Spec Compliance followed by Code Quality.
    • Santa Method: Dual-blind verification where two independent reviewers must approve code before merging.
    • Model Routing: Optimize costs by routing tasks to model tiers based on complexity (Cheap/Standard/Elite).
    • Status Handling: Robust state management for agents that are DONE, BLOCKED, or NEED_CONTEXT.

    Supported tools

    This skill is designed for advanced AI environments like OpenClaw, Claude Code, or Cursor, specifically utilizing capabilities like sessions_spawn for isolated sub-agent execution.

    📖 Learn more: Best Code Review Skills for Claude Code →

    Use Cases

    • Decompose complex software tasks into parallel sub-agent workflows.
    • Enforce dual-blind 'Santa Method' code reviews for production releases.
    • Optimize API costs by routing sub-tasks to smaller, cheaper models.
    • Isolate tool permissions across different specialized agent roles.

    Reviews

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    Security Scanned

    Passed automated security review

    Permissions

    Allowed Hosts

    github.com

    Tags

    agent
    orchestration
    coordinator
    review
    claude-code

    Creator

    王晓菲

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