https://blog.baifan.site/en/tags/large-language-models/Recent content in Large Language Models on ByF (BaiFan) · Daily Deep ThinkHugo -- gohugo.ioenblog@baifan.site (ByF (BaiFan))blog@baifan.site (ByF (BaiFan))CC BY-NC 4.0Fri, 26 Dec 2025 14:00:00 +0800https://blog.baifan.site/en/mcp-claude-skills-progressive-disclosure/Fri, 26 Dec 2025 14:00:00 +0800blog@baifan.site (ByF (BaiFan))https://blog.baifan.site/en/mcp-claude-skills-progressive-disclosure/<figure> <img class="my-0 rounded-md" loading="lazy" decoding="async" fetchpriority="auto" alt="Claude Code Skill in Anywhere" width="2560" height="1440" src="https://blog.baifan.site/pictures/note/claudecodeskills_hu_3030e75c3d7e5ea7.png" srcset="https://blog.baifan.site/pictures/note/claudecodeskills_hu_3030e75c3d7e5ea7.png 800w,/pictures/note/claudecodeskills_hu_48299efe0d2363fe.png 1280w" sizes="(min-width: 768px) 50vw, 65vw" data-zoom-src="https://blog.baifan.site/pictures/note/claudecodeskills.png" /> <figcaption>Claude Code Skill in Anywhere</figcaption> </figure> <h1 class="relative group">Implementing Claude Skills&rsquo; Progressive Disclosure via MCP: Reusing Claude Code Skills Anywhere <div id="implementing-claude-skills-progressive-disclosure-via-mcp-reusing-claude-code-skills-anywhere" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#implementing-claude-skills-progressive-disclosure-via-mcp-reusing-claude-code-skills-anywhere" aria-label="Anchor">#</a> </span> </h1> <h3 class="relative group">— A feasible approach to capability encapsulation and dynamic context extension (technical proposal and verification) <div id="-a-feasible-approach-to-capability-encapsulation-and-dynamic-context-extension-technical-proposal-and-verification" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#-a-feasible-approach-to-capability-encapsulation-and-dynamic-context-extension-technical-proposal-and-verification" aria-label="Anchor">#</a> </span> </h3> <h2 class="relative group">Preface <div id="preface" class="anchor"></div> <span class="absolute top-0 w-6 transition-opacity opacity-0 -start-6 not-prose group-hover:opacity-100 select-none"> <a class="text-primary-300 dark:text-neutral-700 !no-underline" href="#preface" aria-label="Anchor">#</a> </span> </h2> <p>Claude Skills introduced a remarkably advanced concept: <strong>encapsulating professional knowledge, process standards, and task methods into &ldquo;skill packages&rdquo; that load dynamically, only when a task actually needs them.</strong></p>