What problem does it solve? It prevents context bloat and misconfiguration by loading integration schemas and domain skill guidance on demand through the Executor CLI instead of preloading every MCP tool into the agent's startup prompt. ## Core Features & Use Cases - On-demand skill loading: Search, describe, and read installed skills (agmsg, ctx, Cloudflare, MotherDuck, GPUI, web-performance) through the local-skills integration before starting domain work. - Service tool discovery: Find and call Cloudflare, MotherDuck, context7, Chrome DevTools, and Apple Pro apps integrations via executor tools search/describe/call with schema-valid paths. - Cross-agent messaging and history: Route agmsg messaging and ctx session-history searches through Executor with explicit project, team, and agent identity verification. - Use Case: When asked to deploy a Cloudflare Worker, you first search the cloudflare-docs integration for guidance, read the relevant skill, then discover and call the cloudflare-api tools with least-privilege OAuth scopes. ## Quick Start Ask the agent to search Executor for the Cloudflare documentation tools and use them to look up how to configure a Workers KV binding.