{"id":34721,"date":"2025-08-02T06:03:52","date_gmt":"2025-08-01T22:03:52","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=34721"},"modified":"2025-08-02T06:03:52","modified_gmt":"2025-08-01T22:03:52","slug":"crush","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/crush\/","title":{"rendered":"Crush\uff1a\u7ec8\u7aefAI\u7f16\u7a0b\u52a9\u624b\uff0c\u96c6\u6210LSP\u4e0e\u591a\u6a21\u578b\u5207\u6362"},"content":{"rendered":"<p>Crush \u662f\u4e00\u4e2a\u8fd0\u884c\u5728\u7ec8\u7aef\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u7531 Charmbracelet \u56e2\u961f\u5f00\u53d1\u3002\u5b83\u901a\u8fc7\u96c6\u6210\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u7ec8\u7aef\u4e2d\u9ad8\u6548\u5b8c\u6210\u4ee3\u7801\u7f16\u5199\u3001\u8c03\u8bd5\u548c\u9879\u76ee\u7ba1\u7406\u3002Crush \u652f\u6301\u591a\u79cd\u6a21\u578b\uff0c\u5141\u8bb8\u7528\u6237\u7075\u6d3b\u5207\u6362\uff0c\u652f\u6301\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae\uff08LSP\uff09\u4ee5\u83b7\u53d6\u4ee3\u7801\u4e0a\u4e0b\u6587\uff0c\u8fd8\u63d0\u4f9b\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff09\u6269\u5c55\u529f\u80fd\u3002\u5b83\u517c\u5bb9\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5305\u62ec macOS\u3001Linux \u548c Windows\uff0c\u9002\u5408\u559c\u6b22\u7ec8\u7aef\u64cd\u4f5c\u7684\u5f00\u53d1\u8005\u3002Crush \u8bbe\u8ba1\u7b80\u6d01\uff0c\u6ce8\u91cd\u5b9e\u7528\u6027\u548c\u6027\u80fd\uff0c\u65e8\u5728\u63d0\u5347\u7f16\u7801\u6548\u7387\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/08\/76718542bc500ee.png\" alt=\"\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u79cd\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u5982 OpenAI\u3001Anthropic \u6216\u672c\u5730\u6a21\u578b\uff08\u5982 Ollama\uff09\uff0c\u53ef\u4e2d\u9014\u5207\u6362\u6a21\u578b\u3002<\/li>\n<li>\u96c6\u6210\u8bed\u8a00\u670d\u52a1\u5668\u534f\u8bae\uff08LSP\uff09\uff0c\u63d0\u4f9b\u4ee3\u7801\u8865\u5168\u3001\u8bed\u6cd5\u68c0\u67e5\u7b49\u529f\u80fd\u3002<\/li>\n<li>\u652f\u6301\u6a21\u578b\u4e0a\u4e0b\u6587\u534f\u8bae\uff08MCP\uff09\uff0c\u901a\u8fc7 HTTP\u3001stdio \u6216 SSE \u6269\u5c55\u529f\u80fd\u3002<\/li>\n<li>\u63d0\u4f9b\u591a\u4f1a\u8bdd\u7ba1\u7406\uff0c\u5141\u8bb8\u5728\u4e0d\u540c\u9879\u76ee\u95f4\u5207\u6362\u5e76\u4fdd\u7559\u4e0a\u4e0b\u6587\u3002<\/li>\n<li>\u652f\u6301\u5168\u5e73\u53f0\u8fd0\u884c\uff0c\u5305\u62ec macOS\u3001Linux\u3001Windows\uff08PowerShell \u548c WSL\uff09\u3001FreeBSD \u7b49\u3002<\/li>\n<li>\u63d0\u4f9b\u7075\u6d3b\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u652f\u6301\u9879\u76ee\u7ea7\u6216\u5168\u5c40\u914d\u7f6e\u3002<\/li>\n<li>\u793e\u533a\u652f\u6301\u7684\u6a21\u578b\u5217\u8868\uff08Catwalk\uff09\uff0c\u4fbf\u4e8e\u7528\u6237\u6dfb\u52a0\u6216\u66f4\u65b0\u6a21\u578b\u3002<\/li>\n<li>\u63d0\u4f9b\u4ee3\u7801\u751f\u6210\u548c\u8c03\u8bd5\u529f\u80fd\uff0c\u4f18\u5316\u7ec8\u7aef\u5de5\u4f5c\u6d41\u3002<\/li>\n<\/ul>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Crush \u652f\u6301\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u548c\u5305\u7ba1\u7406\u5668\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<h4>\u901a\u8fc7 Homebrew \u5b89\u88c5\uff08macOS\/Linux\uff09<\/h4>\n<ol>\n<li>\u6253\u5f00\u7ec8\u7aef\uff0c\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a\n<pre><code>brew install charmbracelet\/tap\/crush\r\n<\/code><\/pre>\n<\/li>\n<li>\u7b49\u5f85\u5b89\u88c5\u5b8c\u6210\uff0c\u8f93\u5165\u00a0<code>crush --version<\/code>\u00a0\u9a8c\u8bc1\u5b89\u88c5\u6210\u529f\u3002<\/li>\n<\/ol>\n<h4>\u901a\u8fc7 NPM \u5b89\u88c5\uff08\u8de8\u5e73\u53f0\uff09<\/h4>\n<ol>\n<li>\u786e\u4fdd\u5df2\u5b89\u88c5 Node.js\u3002<\/li>\n<li>\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a\n<pre><code>npm install -g @charmland\/crush\r\n<\/code><\/pre>\n<\/li>\n<li>\u68c0\u67e5\u7248\u672c\uff1a<code>crush --version<\/code>\u3002<\/li>\n<\/ol>\n<h4>\u901a\u8fc7 Arch Linux \u5b89\u88c5<\/h4>\n<ol>\n<li>\u4f7f\u7528 Yay \u5305\u7ba1\u7406\u5668\uff1a\n<pre><code>yay -S crush-bin\r\n<\/code><\/pre>\n<\/li>\n<li>\u9a8c\u8bc1\u5b89\u88c5\uff1a<code>crush --version<\/code>\u3002<\/li>\n<\/ol>\n<h4>\u901a\u8fc7 Nix \u5b89\u88c5<\/h4>\n<ol>\n<li>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a\n<pre><code>nix run github:numtide\/nix-ai-tools#crush\r\n<\/code><\/pre>\n<\/li>\n<li>\u6216\u901a\u8fc7 NUR \u5b89\u88c5\uff1a\n<pre><code>nix-channel --add https:\/\/github.com\/nix-community\/NUR\/archive\/main.tar.gz nur\r\nnix-channel --update\r\nnix-shell -p '(import &lt;nur&gt; { pkgs = import &lt;nixpkgs&gt; {}; }).repos.charmbracelet.crush'\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u901a\u8fc7 Debian\/Ubuntu \u5b89\u88c5<\/h4>\n<ol>\n<li>\u6dfb\u52a0 Charm \u8f6f\u4ef6\u6e90\uff1a\n<pre><code>sudo mkdir -p \/etc\/apt\/keyrings\r\ncurl -fsSL https:\/\/repo.charm.sh\/apt\/gpg.key | sudo gpg --dearmor -o \/etc\/apt\/keyrings\/charm.gpg\r\necho \"deb [signed-by=\/etc\/apt\/keyrings\/charm.gpg] https:\/\/repo.charm.sh\/apt\/ * *\" | sudo tee \/etc\/apt\/sources.list.d\/charm.list\r\n<\/code><\/pre>\n<\/li>\n<li>\u66f4\u65b0\u5e76\u5b89\u88c5\uff1a\n<pre><code>sudo apt update &amp;&amp; sudo apt install crush\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u901a\u8fc7 Fedora\/RHEL \u5b89\u88c5<\/h4>\n<ol>\n<li>\u6dfb\u52a0 Yum \u8f6f\u4ef6\u6e90\uff1a\n<pre><code>echo '[charm] name=Charm baseurl=https:\/\/repo.charm.sh\/yum\/ enabled=1 gpgcheck=1 gpgkey=https:\/\/repo.charm.sh\/yum\/gpg.key' | sudo tee \/etc\/yum.repos.d\/charm.repo\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5 Crush\uff1a\n<pre><code>sudo yum install crush\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u9a8c\u8bc1\u5b89\u88c5<\/h4>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u8fd0\u884c\u00a0<code>crush --version<\/code>\u00a0\u68c0\u67e5\u7248\u672c\u4fe1\u606f\u3002\u5982\u679c\u663e\u793a\u7248\u672c\u53f7\uff0c\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<h3>\u914d\u7f6e API \u5bc6\u94a5<\/h3>\n<p>Crush \u9700\u8981\u914d\u7f6e\u5927\u8bed\u8a00\u6a21\u578b\u7684 API \u5bc6\u94a5\u624d\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002\u4ee5\u4e0b\u662f\u914d\u7f6e\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li>\u83b7\u53d6 API \u5bc6\u94a5\uff1a\n<ul>\n<li>\u652f\u6301\u7684\u6a21\u578b\u63d0\u4f9b\u5546\u5305\u62ec OpenAI\u3001Anthropic\u3001Groq \u6216 OpenRouter\u3002<\/li>\n<li>\u8bbf\u95ee\u63d0\u4f9b\u5546\u5b98\u7f51\uff0c\u6ce8\u518c\u5e76\u83b7\u53d6 API \u5bc6\u94a5\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u914d\u7f6e\u5bc6\u94a5\uff1a\n<ul>\n<li>\u5728\u7ec8\u7aef\u8fd0\u884c\u00a0<code>crush config<\/code>\u00a0\u8fdb\u5165\u914d\u7f6e\u6a21\u5f0f\u3002<\/li>\n<li>\u8f93\u5165 API \u5bc6\u94a5\uff0c\u6309\u63d0\u793a\u4fdd\u5b58\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u672c\u5730\u6a21\u578b\u652f\u6301\uff1a\n<ul>\n<li>\u5982\u679c\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff08\u5982 Ollama\uff09\uff0c\u9700\u914d\u7f6e OpenAPI \u517c\u5bb9\u63a5\u53e3\u3002\u4f8b\u5982\uff1a\n<pre><code>{\r\n\"$schema\": \"https:\/\/charm.land\/crush.json\",\r\n\"providers\": {\r\n\"<a href=\"https:\/\/www.kdjingpai.com\/ollama\/\">ollama<\/a>\": {\r\n\"type\": \"openai\",\r\n\"base_url\": \"http:\/\/127.0.0.1:11434\/v1\",\r\n\"api_key\": \"ollama\",\r\n\"models\": [\r\n{\r\n\"id\": \"devstral\",\r\n\"name\": \"devstral\",\r\n\"context_window\": 131072\r\n}\r\n]\r\n}\r\n}\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>\u5c06\u914d\u7f6e\u6587\u4ef6\u4fdd\u5b58\u81f3\u9879\u76ee\u76ee\u5f55\u6216\u00a0<code>~\/.crush\/config.json<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4f7f\u7528 Crush \u7684\u4e3b\u8981\u529f\u80fd<\/h3>\n<h4>\u4ee3\u7801\u751f\u6210<\/h4>\n<ol>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\u00a0<code>crush code<\/code>\uff0c\u7136\u540e\u63cf\u8ff0\u9700\u6c42\uff0c\u5982\uff1a\n<pre><code>crush code \"\u7f16\u5199\u4e00\u4e2a Python \u51fd\u6570\uff0c\u8ba1\u7b97\u6590\u6ce2\u90a3\u5951\u6570\u5217\"\r\n<\/code><\/pre>\n<\/li>\n<li>Crush \u4f1a\u8c03\u7528\u914d\u7f6e\u7684 LLM\uff0c\u751f\u6210\u4ee3\u7801\u5e76\u663e\u793a\u3002<\/li>\n<li>\u5982\u679c\u4ee3\u7801\u672a\u6b63\u786e\u5305\u88f9\u4ee3\u7801\u5757\uff0c\u53ef\u5728\u00a0<code>CRUSH.md<\/code>\u00a0\u6587\u4ef6\u4e2d\u6dfb\u52a0\u89c4\u5219\uff1a\n<pre><code>```python\r\n# \u4ee3\u7801\u793a\u4f8b\r\n<\/code><\/pre>\n<pre><code>\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<h4>\u4ee3\u7801\u8c03\u8bd5<\/h4>\n<ol>\n<li>\u8f93\u5165\u00a0<code>crush debug<\/code>\uff0c\u7c98\u8d34\u6709\u95ee\u9898\u7684\u4ee3\u7801\u3002<\/li>\n<li>Crush \u4f1a\u5206\u6790\u4ee3\u7801\uff0c\u5efa\u8bae\u4fee\u590d\u65b9\u6848\u3002<\/li>\n<li>\u4f7f\u7528 LSP \u589e\u5f3a\u8c03\u8bd5\uff1a\n<ul>\n<li>\u914d\u7f6e LSP \u670d\u52a1\u5668\uff0c\u4f8b\u5982 Go \u7684\u00a0<code>gopls<\/code>\uff1a\n<pre><code>{\r\n\"$schema\": \"https:\/\/charm.land\/crush.json\",\r\n\"lsp\": {\r\n\"go\": { \"<a href=\"https:\/\/www.kdjingpai.com\/cohere\/\">command<\/a>\": \"gopls\" },\r\n\"typescript\": { \"command\": \"typescript-language-server\", \"args\": [\"--stdio\"] }\r\n}\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>Crush \u4f1a\u5229\u7528 LSP \u63d0\u4f9b\u8bed\u6cd5\u68c0\u67e5\u548c\u8865\u5168\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u4f1a\u8bdd\u7ba1\u7406<\/h4>\n<ol>\n<li>\u521b\u5efa\u65b0\u4f1a\u8bdd\uff1a<code>crush session new &lt;\u9879\u76ee\u540d&gt;<\/code>\u3002<\/li>\n<li>\u5207\u6362\u4f1a\u8bdd\uff1a<code>crush session switch &lt;\u9879\u76ee\u540d&gt;<\/code>\u3002<\/li>\n<li>\u67e5\u770b\u4f1a\u8bdd\u5217\u8868\uff1a<code>crush session list<\/code>\u3002<\/li>\n<li>\u4f1a\u8bdd\u4fdd\u7559\u4e0a\u4e0b\u6587\uff0c\u786e\u4fdd\u4e0d\u540c\u9879\u76ee\u7684\u5de5\u4f5c\u6d41\u4e0d\u51b2\u7a81\u3002<\/li>\n<\/ol>\n<h4>\u6269\u5c55\u529f\u80fd\uff08MCP\uff09<\/h4>\n<ol>\n<li>\u914d\u7f6e <a href=\"https:\/\/www.kdjingpai.com\/model-context-protocol\/\">MCP<\/a> \u670d\u52a1\u5668\uff1a\n<pre><code>{\r\n\"mcp\": {\r\n\"transport\": \"http\",\r\n\"endpoint\": \"http:\/\/example.com\/mcp\"\r\n}\r\n}\r\n<\/code><\/pre>\n<\/li>\n<li>Crush \u901a\u8fc7 MCP \u8bbf\u95ee\u5916\u90e8\u5de5\u5177\u6216\u670d\u52a1\uff0c\u6269\u5c55\u529f\u80fd\u3002<\/li>\n<\/ol>\n<h3>\u9a8c\u8bc1\u53d1\u5e03\u6587\u4ef6<\/h3>\n<p>Crush \u63d0\u4f9b\u7b7e\u540d\u9a8c\u8bc1\uff0c\u786e\u4fdd\u4e0b\u8f7d\u6587\u4ef6\u5b89\u5168\uff1a<\/p>\n<ol>\n<li>\u4e0b\u8f7d\u53d1\u5e03\u6587\u4ef6\u548c\u7b7e\u540d\u6587\u4ef6\uff08\u5982\u00a0<code>checksums.txt<\/code>\u3001<code>checksums.txt.sig<\/code>\uff09\u3002<\/li>\n<li>\u8fd0\u884c\u9a8c\u8bc1\u547d\u4ee4\uff1a\n<pre><code>cosign verify-blob \\\r\n--certificate-identity 'https:\/\/github.com\/charmbracelet\/meta\/.github\/workflows\/goreleaser.yml@refs\/heads\/main' \\\r\n--certificate-oidc-issuer 'https:\/\/token.actions.githubusercontent.com' \\\r\n--cert 'https:\/\/github.com\/charmbracelet\/crush\/releases\/download\/v0.1.11\/checksums.txt.pem' \\\r\n--signature 'https:\/\/github.com\/charmbracelet\/crush\/releases\/download\/v0.1.11\/checksums.txt.sig' \\\r\n.\/checksums.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u8f93\u51fa\u663e\u793a \u201cVerified OK\u201d \u8868\u793a\u6587\u4ef6\u5b89\u5168\u3002<\/li>\n<\/ol>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u7ec8\u7aef\u9ad8\u6548\u7f16\u7801<\/strong>\n<ul>\n<li>\u5f00\u53d1\u8005\u5728\u7ec8\u7aef\u4e2d\u7f16\u5199\u4ee3\u7801\u65f6\uff0cCrush \u53ef\u5feb\u901f\u751f\u6210\u4ee3\u7801\u7247\u6bb5\u3001\u63d0\u4f9b\u8c03\u8bd5\u5efa\u8bae\uff0c\u51cf\u5c11\u5207\u6362\u81f3\u6d4f\u89c8\u5668\u6216 IDE \u7684\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8de8\u9879\u76ee\u7ba1\u7406<\/strong>\n<ul>\n<li>\u5bf9\u4e8e\u7ba1\u7406\u591a\u4e2a\u9879\u76ee\u7684\u5f00\u53d1\u8005\uff0cCrush \u7684\u4f1a\u8bdd\u7ba1\u7406\u529f\u80fd\u53ef\u4fdd\u5b58\u4e0d\u540c\u9879\u76ee\u7684\u4e0a\u4e0b\u6587\uff0c\u5feb\u901f\u5207\u6362\u5de5\u4f5c\u73af\u5883\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u672c\u5730\u6a21\u578b\u5f00\u53d1<\/strong>\n<ul>\n<li>\u4f7f\u7528\u672c\u5730\u6a21\u578b\uff08\u5982 Ollama\uff09\u7684\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 Crush \u5728\u65e0\u7f51\u7edc\u73af\u5883\u4e0b\u5b8c\u6210\u4ee3\u7801\u751f\u6210\u548c\u8c03\u8bd5\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u56e2\u961f\u534f\u4f5c<\/strong>\n<ul>\n<li>\u56e2\u961f\u53ef\u901a\u8fc7\u5171\u4eab\u914d\u7f6e\u6587\u4ef6\u548c Catwalk \u6a21\u578b\u5e93\uff0c\u7edf\u4e00\u5f00\u53d1\u73af\u5883\uff0c\u63d0\u9ad8\u534f\u4f5c\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h2>QA<\/h2>\n<ol>\n<li><strong>Crush \u652f\u6301\u54ea\u4e9b\u64cd\u4f5c\u7cfb\u7edf\uff1f<\/strong>\n<ul>\n<li>Crush \u652f\u6301 macOS\u3001Linux\u3001Windows\uff08\u5305\u62ec PowerShell \u548c WSL\uff09\u3001FreeBSD\u3001OpenBSD \u548c NetBSD\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5982\u4f55\u5207\u6362\u4e0d\u540c\u7684 LLM\uff1f<\/strong>\n<ul>\n<li>\u5728\u4f1a\u8bdd\u4e2d\u8fd0\u884c\u00a0<code>crush model switch &lt;\u6a21\u578b\u540d&gt;<\/code>\uff0c\u6216\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>Crush \u662f\u5426\u652f\u6301\u79bb\u7ebf\u4f7f\u7528\uff1f<\/strong>\n<ul>\n<li>\u642d\u914d\u672c\u5730\u6a21\u578b\uff08\u5982 Ollama\uff09\u548c\u672c\u5730\u914d\u7f6e\uff0cCrush \u53ef\u5b8c\u5168\u79bb\u7ebf\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5982\u4f55\u89e3\u51b3\u4ee3\u7801\u5757\u6e32\u67d3\u95ee\u9898\uff1f<\/strong>\n<ul>\n<li>\u5728\u00a0<code>CRUSH.md<\/code>\u00a0\u6587\u4ef6\u4e2d\u6dfb\u52a0\u4ee3\u7801\u5757\u89c4\u5219\uff0c\u6216\u68c0\u67e5 LLM \u8f93\u51fa\u683c\u5f0f\u8bbe\u7f6e\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Crush 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