delegation-core

Delegate to external LLMs like Gemini or Qwen when facing token-heavy workloads, multi-model routing needs, or bulk processing where local reasoning is insufficient. Task delegation optimizes cost, latency, and respects context limits by offloading suitable work to specialized services.

Task assessment evaluates suitability before handoff by checking quota availability, authentication credentials, service registry routing options, and cost estimation. Delegation-core produces a validated plan that determines whether local or external processing best fits your constraints.

Multi-model routing uses the service registry to direct tasks across external LLM providers. Delegation-core integrates quota management, authentication patterns, and error handling to execute and log standardized commands, ensuring auditable handoffs with cost tracking.

Delegation-core applies quota checks, usage logging, error patterns, and authentication-patterns governance. Standardized command construction and structured templates produce auditable results with cost estimation and error handling for compliance and cost control.

Yes. Delegation-core is designed for token-heavy workloads and bulk processing scenarios where local context limits or reasoning capacity is insufficient. It handles task assessment, handoff planning, and execution integration across Gemini, Qwen, and other external services with full quota and usage tracking.

Delegation requires leyline infrastructure: quota-management, usage-logging, service-registry, error-patterns, and authentication-patterns. These handle prerequisite checks, registry lookup, credential validation, and governance before task handoff to external LLMs.