https://en.1991421.cn/tag/ai-agent/AI AgentHugo Blox Builder (https://hugoblox.com)en-USTue, 26 May 2026 14:50:09 +0800https://en.1991421.cn/media/sharing.pnghttps://en.1991421.cn/tag/ai-agent/https://en.1991421.cn/2026/05/26/understand-multica/Tue, 26 May 2026 14:50:09 +0800https://en.1991421.cn/2026/05/26/understand-multica/<blockquote> <p>Recently, I&rsquo;ve become fascinated with Multica. I feel it&rsquo;s a very interesting tool, suitable for personal project management or company team project development. Of course, actual usage also requires some accumulation of AI knowledge and usage experience to better leverage Multica&rsquo;s capabilities. Here I&rsquo;ll mark down what I understand about it.</p> </blockquote> <h2 id="sonnetopus---function-call---mcp---claude-code---skills---multica"> <a class="heading-anchor-link" href="#sonnetopus---function-call---mcp---claude-code---skills---multica">Sonnet/Opus -&gt; Function Call -&gt; MCP -&gt; Claude Code -&gt; Skills -&gt; Multica</a> <button class="heading-anchor" type="button" data-anchor="sonnetopus---function-call---mcp---claude-code---skills---multica" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="what-is-multica"> <a class="heading-anchor-link" href="#what-is-multica">What is Multica</a> <button class="heading-anchor" type="button" data-anchor="what-is-multica" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><ol> <li>Multica is a platform that provides an environment for users to create and manage multimodal AI agents.</li> </ol> <h2 id="open-source"> <a class="heading-anchor-link" href="#open-source">Open Source?</a> <button class="heading-anchor" type="button" data-anchor="open-source" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="multicas-iteration-progress"> <a class="heading-anchor-link" href="#multicas-iteration-progress">Multica&rsquo;s Iteration Progress</a> <button class="heading-anchor" type="button" data-anchor="multicas-iteration-progress" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="current-forms-of-multica"> <a class="heading-anchor-link" href="#current-forms-of-multica">Current Forms of Multica</a> <button class="heading-anchor" type="button" data-anchor="current-forms-of-multica" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><ol> <li>PC Web</li> <li>iOS App <code>Not yet released</code></li> </ol> <h2 id="skills-needed-to-use-multica"> <a class="heading-anchor-link" href="#skills-needed-to-use-multica">Skills Needed to Use Multica</a> <button class="heading-anchor" type="button" data-anchor="skills-needed-to-use-multica" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="private-deployment"> <a class="heading-anchor-link" href="#private-deployment">Private Deployment</a> <button class="heading-anchor" type="button" data-anchor="private-deployment" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="final-thoughts"> <a class="heading-anchor-link" href="#final-thoughts">Final Thoughts</a> <button class="heading-anchor" type="button" data-anchor="final-thoughts" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2><h2 id="related-links"> <a class="heading-anchor-link" href="#related-links">Related Links</a> <button class="heading-anchor" type="button" data-anchor="related-links" aria-label="Copy anchor link" title="Copy anchor link" > <span class="heading-anchor-wrap" aria-hidden="true"> <svg class="heading-anchor-icon heading-anchor-icon-default" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 576 512" fill="currentColor"> <path d="M0 256C0 167.6 71.6 96 160 96h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C98.1 144 48 194.1 48 256s50.1 112 112 112h72c13.3 0 24 10.7 24 24s-10.7 24-24 24H160C71.6 416 0 344.4 0 256zm576 0c0 88.4-71.6 160-160 160H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c61.9 0 112-50.1 112-112s-50.1-112-112-112H344c-13.3 0-24-10.7-24-24s10.7-24 24-24h72c88.4 0 160 71.6 160 160zM184 232H392c13.3 0 24 10.7 24 24s-10.7 24-24 24H184c-13.3 0-24-10.7-24-24s10.7-24 24-24z"></path> </svg> <svg class="heading-anchor-icon heading-anchor-icon-copied" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512" fill="currentColor"> <path d="M256 48C141.1 48 48 141.1 48 256s93.1 208 208 208 208-93.1 208-208S370.9 48 256 48zm107.1 145.1L230.6 325.6c-6.2 6.2-16.4 6.2-22.6 0l-59-59c-6.2-6.2-6.2-16.4 0-22.6s16.4-6.2 22.6 0l47.7 47.7 121.1-121.1c6.2-6.2 16.4-6.2 22.6 0s6.3 16.4.1 22.5z"></path> </svg> </span> </button> </h2>