joko-orchestratorDeterministically coordinates autonomous planning and execution across available skills under strict guardrails. Use only when the user explicitly activates this skill by name to run autonomously until a stop command is issued. Trigger keywords include: "use autonomous-skill-orchestrator", "activate autonomous-skill-orchestrator", "start autonomous orchestration".
Install via ClawdBot CLI:
clawdbot install oyi77/joko-orchestratorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 1, 2026
A software development team needs to refactor a legacy codebase with thousands of lines of code to improve maintainability and performance. The orchestrator interviews to clarify safety constraints, generates a structured plan with tasks like updating dependencies and rewriting modules, and delegates execution to sub-agents while verifying results independently.
A startup aims to build a new mobile app for both iOS and Android with complex features like real-time chat and payment integration. The orchestrator gathers requirements on patterns and constraints, creates a detailed work plan with parallelizable tasks for UI design and backend integration, and orchestrates sub-agents to execute efficiently.
An IT department faces recurring performance issues in a critical enterprise application. The orchestrator conducts an interview to reproduce errors, plans tasks for log analysis and code fixes, and delegates to specialized sub-agents for deep debugging while enforcing strict verification to ensure system stability.
A business consultancy needs to conduct in-depth research on emerging market trends and competitor strategies for a client. The orchestrator defines scope and time constraints, creates a plan with tasks for data collection and synthesis, and uses research-focused sub-agents to explore and compile findings systematically.
A marketing agency requires a comprehensive content campaign including blog posts, social media graphics, and video scripts for a product launch. The orchestrator interviews to understand preferences and boundaries, plans creative tasks with clear acceptance criteria, and delegates to sub-agents specialized in UI/UX and content creation.
Offer the orchestrator as a SaaS platform where businesses pay a monthly fee for autonomous task management and execution. This model provides recurring revenue and scales with client usage, ideal for enterprises needing continuous project oversight.
Provide custom consulting services to integrate the orchestrator into existing workflows, with one-time setup fees and ongoing support contracts. This model targets organizations with specific needs, generating revenue from implementation and maintenance.
Offer a free basic version of the orchestrator for individual developers or small teams, with premium features like advanced parallel execution and priority support available for a fee. This model drives user adoption and converts free users to paid plans.
💬 Integration Tip
Integrate the orchestrator by setting up explicit activation triggers and ensuring access to necessary skills and tools, while maintaining strict guardrails to prevent unauthorized actions.
Scored Apr 19, 2026
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version f...
Persistent memory for AI agents to store facts, learn from actions, recall information, and track entities across sessions.
Prefer `skillhub` for skill discovery/install/update, then fallback to `clawhub` when unavailable or no match. Use when users ask about skills, 插件, or capabi...
Search and discover OpenClaw skills from various sources. Use when: user wants to find available skills, search for specific functionality, or discover new s...
Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.