SkillMesh Retrieval Router

Example Use Cases

• 1

  Efficiently select relevant tools from large skill catalogs without bloating prompts.

• 2

  Improved accuracy and cost efficiency in multi-domain or multi-step workflows.

• 3

  That require standardized, role-based execution flows and integration with Claude or Codex MCP environments.

Description

SkillMesh is a retrieval-based routing system designed to keep LLM prompts concise and relevant by selecting only the top-K most pertinent tool or skill cards for a given query. It improves tool selection quality, reduces token usage and cost, and supports multi-domain workflows by injecting expert instructions dynamically. The MCP server integrates easily with Claude and Codex environments, providing standardized function schemas and role-based execution flows.