smallkeyboy-task-orchestratorTask Orchestrator - 双脑调度核心 + 数据总线 + 仲裁中心。作为系统唯一的调度与决策中心,负责任务入口判断、Skill调用决策、上下文传递、冲突仲裁、错误处理和最终输出。触发场景:(1) 复杂任务需要多Skill协作;(2) 需要双脑机制(Executor + Critic)进行决策审查;(...
Install via ClawdBot CLI:
clawdbot install smallkeyboy/smallkeyboy-task-orchestratorGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Oct 6, 2026
A media company orchestrates multiple AI skills (research, drafting, fact-checking) to produce articles. The task-orchestrator manages the flow, acts as a data bus to pass context between skills, and uses dual-brain arbitration when a fact-checking critic disagrees with the drafting executor. It ensures no content is published without review.
A fintech platform coordinates skills for portfolio analysis, risk assessment, and report generation. The orchestrator handles retries when market data is missing, arbitrates between optimistic and pessimistic risk models, and ensures fallback plans are reviewed by a critic before presenting to the user.
An e-commerce company uses multiple skills to answer complex customer queries, from order lookup to policy explanation. The orchestrator routes tasks, maintains context across turns, and manages conflicts between skills, such as when a refund policy skill contradicts a customer history analysis, using arbitration rules.
A pharmaceutical R&D team orchestrates AI skills for literature review, hypothesis generation, and experiment design. The orchestrator ensures that all outputs are passed through a critic for scientific rigor, handles missing data with retries, and applies fallback strategies when a skill fails, maintaining a closed-loop review.
A factory uses multiple AI skills for demand forecasting, inventory management, and production planning. The orchestrator acts as the central decision hub, arbitrating between conflicting schedules from different skills, managing retries for sensor data gaps, and ensuring fallback plans are validated by a critic before execution.
A cloud-based platform that allows businesses to integrate their own AI skills and use the task-orchestrator to manage complex workflows. Customers pay a subscription based on the number of tasks orchestrated or the volume of data processed.
A comprehensive software suite that includes the task-orchestrator along with pre-built skills for common business functions. Sold as an annual license with support and customization services.
A specialized offering for industries like finance and healthcare, where the dual-brain arbitration and fallback mechanisms are critical. The system is customized to meet regulatory requirements and integrates with existing systems.
💬 Integration Tip
Ensure your system strictly adheres to the global input protocol and always passes the full data_envelope to downstream skills to maintain context. Implement the dual-brain mechanism with clear arbitration rules to handle conflicts effectively.
Scored Oct 6, 2026
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