orchestrator-v5You are the master orchestrator with dynamic agent discovery. Use when: routing keywords → category, confidence scoring, agent selection output, fallback cha...
Install via ClawdBot CLI:
clawdbot install mtsatryan/orchestrator-v5Grade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated May 19, 2026
An entrepreneur wants to build a mobile app from scratch. The orchestrator routes design to UI/UX agents, backend to API architects, database to specialists, and testing to QA agents, coordinating them sequentially with human checkpoints.
A DevOps team faces a production outage. The orchestrator uses the incident category to engage /incident-responder, /monitoring-specialist, and /devops-engineer in parallel, then falls back to debugging agents if root cause is unclear.
An e-commerce company wants to improve site speed and checkout flow. The orchestrator selects performance engineers for latency analysis, API designers for payment optimization, and database specialists for query tuning.
A data science team needs to deploy a fine-tuned LLM. The orchestrator coordinates AI engineers for model export, DevOps for containerization, and ML engineers for monitoring, with auto-save checkpoints for reproducibility.
A health-tech startup needs a HIPAA-compliant patient portal. The orchestrator routes to healthcare developers for features, legal advisors for compliance, and security engineers for pentesting, ensuring data privacy at every step.
Offer the orchestrator as a subscription service where businesses pay per agent call or per task. Revenue comes from tiered usage plans including free tier for basic routing and premium for unlimited multi-agent workflows.
License the orchestrator to large organizations for automating internal development and operations. Revenue from annual contracts, customization, and dedicated support.
Create a marketplace where third-party developers can list new agents, and the orchestrator dynamically discovers them. Revenue from transaction fees on agent usage and premium listing fees.
💬 Integration Tip
Use the orchestrator's API to route tasks from your existing ticketing or CI/CD system; configure fallback chains to handle edge cases and ensure auto-save checkpoints are enabled for long-running workflows.
Scored May 19, 2026
Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem...
Stop waiting for prompts. Keep working.
Turn OpenClaw into a learning-loop agent with seeded workspace rules, skill promotion, reflective memory, and proactive maintenance.
Meta-agent skill for orchestrating complex tasks through autonomous sub-agents. Decomposes macro tasks into subtasks, spawns specialized sub-agents with dynamically generated SKILL.md files, coordinates file-based communication, consolidates results, and dissolves agents upon completion. MANDATORY TRIGGERS: orchestrate, multi-agent, decompose task, spawn agents, sub-agents, parallel agents, agent coordination, task breakdown, meta-agent, agent factory, delegate tasks
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Billions decentralized identity for agents. Link agents to human identities using Billions ERC-8004 and Attestation Registries. Verify and generate authentic...