How does lobster-coordinator improve upon standard multi-agent prompting?

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.

Which AI platforms or IDEs are compatible with this orchestration framework?

This skill is specifically designed for environments that support sub-agent execution, such as OpenClaw, Claude Code, and Cursor, as it relies on functions like sessions_spawn for isolated tasks.

How does the Model Routing feature help with production costs?

By routing simpler tasks to 'Cheap' model tiers and reserving 'Elite' models for complex decomposition and final verification, the framework significantly reduces API spend while maintaining high output quality.

What exactly is included in the lobster-coordinator package?

You receive the production-grade orchestration framework, the Santa Method verification logic, and complete documentation on implementing the 3-layer task decomposition system.

Does this skill handle situations where an agent gets stuck or needs more information?

The skill handles agent status through a robust state management system that tracks if agents are DONE, BLOCKED, or NEED_CONTEXT, ensuring the swarm never pauses without a clear resolution path.

lobster-coordinator

by PromptSpace

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

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.

Security scannedInstant install

Free

One-time purchase

Included in download

Downloadable skill package
Works with OpenClaw, Cursor
Instant install

PromptSpace

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Last updatedRecently
Tested onOpenClaw, Cursor, Claude Code
SecurityScanned — no malicious code detected
SupportCommunity support via contact page
LicenseFree to use, modify & redistribute

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.

lobster-coordinator

by PromptSpace

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

84 views

Free

One-time purchase

⚡ Skill ready to install in Claude Code, Gemini CLI, or any MCP-compatible client. Read the install guides →

Included in download

Downloadable skill package
Works with OpenClaw, Cursor
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.

84 views

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.

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.

How to Install

mkdir -p ~/.claude/skills/lobster-coordinator && curl -s -X POST 'https://api.promptspace.in/api/skills/lobster-coordinator/install' | python3 -c "import sys,json; sys.stdout.write(json.load(sys.stdin).get('installInstructions') or '')" > ~/.claude/skills/lobster-coordinator/SKILL.md

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Creator

PromptSpace

We build AI agent skill packages for content creators. Specializing in Chinese social media automation.

lobster-coordinator

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lobster-coordinator

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About This Skill

What it does

Why use this skill

Supported tools

Use Cases

How to Install

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