context-assembler

The context-assembler skill is designed to assemble and prioritize relevant context packages for agent spawns, ensuring the agent has access to the necessary information while adhering to token budget constraints. This skill is essential in orchestration systems that require context-rich input for various types of agents. It helps streamline the process of preparing agents by dynamically selecting context packages that are most pertinent to the task at hand, allowing for more efficient and accurate agent performance.

This skill is equipped with several key features, such as ranking context packages based on relevance, enforcing token budgets with graduated zones, and capturing error patterns for learning. It is also highly configurable, allowing users to set specific retrieval limits per agent type. Additionally, the context-assembler skill can be invoked automatically based on agent types and session contexts, making it a highly adaptive tool for a variety of orchestration scenarios. Its primary functionality is ensuring that agents such as developers, QA experts, and tech leads receive the right information based on their role and the stage of the task.

Use cases for the context-assembler skill include preparing agents for developer or QA tasks, ensuring they have the context they need for their specific role, and facilitating the debugging and reasoning processes by providing full context to agents like investigators. It is ideal for environments where agents need tailored, context-specific information for their work, making it an indispensable tool in agent orchestration workflows.