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Skills Engineering

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From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer Oct 7, 2026 · 18:31 Learn how to build a self-improving company by turning agent failures into reusable skills. We discuss using MCP as the distribution layer and creating an organizational flywheel that captures hard-won knowledge.

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From 36% to 100%: How Self-Improving Agents Write Their Own Skills — Rafal Wilinski, Runlayer

Learn how to build a self-improving company by turning agent failures into reusable skills. We discuss using MCP as the distribution layer and creating an organizational flywheel that captures hard-won knowledge.

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