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The post provides the first concrete, public implementation of the "design loops, not prompts" pattern that Steinberger and Cherny described but never demonstrated, giving practitioners actual configs and skills to study or reuse.
The post illustrates that MCP tool-catalog bloat can silently degrade Claude Code's tool selection accuracy, and that scoping servers to the project level and using a ranked-catalog gateway are concrete mitigations for the problem.
Teams using multiple coding agents (Claude Code, Cursor, Copilot, etc.) can generate one reusable API skill and share it across all of them, eliminating per-session doc re-reading and manual endpoint wrangling for every developer.