TVL

What problem does it solve?

This Skill helps you implement and operate the Tool Virtualization Layer (TVL), which converts many MCP tool schemas into 7 stable virtual actions so an LLM can call tools without context bloat.

Core Features & Use Cases

• 7 virtual actions interface: send, fetch, store, schedule, search, transform, monitor to keep LLM tool usage stable across servers.
• TLB + MMU resolution pipeline: fast repeated-call translation with a cache (TLB) and deterministic/LLM-assisted resolution (MMU).
• Tool registry + embeddings: register MCP servers, index tool schemas, and match capabilities using embedding search with schema validation.
• Auth-aware routing: credential scoring and OAuth/API-key flows, ensuring only authorized tools are selected.
• Chain compilation & execution: detect repeated call sequences and compile them into atomic chains for efficiency.

Quick Start

Give the system the goal “Send an email to [email protected] with the message ‘Hello’ using TVL with one local MCP server,” then ask it to register the server if needed and execute the corresponding virtual action end-to-end.