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lobster-coordinator

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

skill install https://www.promptspace.in/skills/lobster-coordinator

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.

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.

Example

Prompt

Deploy a multi-agent swarm to refactor this library using the Santa Method for verification.

Output

[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.

Frequently asked questions

The lobster-coordinator uses a 3-layer architecture (AgentTool, Swarm, and Coordinator) that implements dual-blind verification levels to prevent agents from getting stuck in loops or hallucinating incorrect code.
lobster-coordinator — AI Agent Skill | PromptSpace