{"id":73503,"date":"2026-02-07T19:41:31","date_gmt":"2026-02-07T11:41:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/73503.html"},"modified":"2026-02-07T19:41:31","modified_gmt":"2026-02-07T11:41:31","slug":"%e3%80%90ai%e3%80%91%e6%88%91%e7%9a%84-openspec-%e5%85%a5%e9%97%a8%e4%b9%8b%e6%97%85%ef%bc%9a%e4%bb%8e%e9%9b%b6%e5%88%b0%e7%90%86%e8%a7%a3-ai-%e5%8e%9f%e7%94%9f%e5%bc%80%e5%8f%91%e5%b7%a5%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/73503.html","title":{"rendered":"\u3010AI\u3011\u6211\u7684 OpenSpec \u5165\u95e8\u4e4b\u65c5\uff1a\u4ece\u96f6\u5230\u7406\u89e3 AI \u539f\u751f\u5f00\u53d1\u5de5\u4f5c\u6d41"},"content":{"rendered":"<h2>\u6211\u7684 OpenSpec \u5165\u95e8\u4e4b\u65c5&#xff1a;\u4ece\u96f6\u5230\u7406\u89e3 AI \u539f\u751f\u5f00\u53d1\u5de5\u4f5c\u6d41<\/h2>\n<p>\u8fd9\u7bc7\u535a\u5ba2\u8bb0\u5f55\u4e86\u6211\u5728 Cursor IDE \u4e2d\u7b2c\u4e00\u6b21\u4f7f\u7528 OpenSpec \u7684\u5b8c\u6574\u4f53\u9a8c\u3002\u4ece\u4e00\u65e0\u6240\u77e5\u5230\u5b8c\u6210\u7b2c\u4e00\u4e2a\u53d8\u66f4\u5468\u671f&#xff0c;\u518d\u5230\u6df1\u5165\u7406\u89e3\u5176\u8bbe\u8ba1\u54f2\u5b66&#xff0c;\u6240\u6709\u7684\u95ee\u9898\u548c\u7b54\u6848\u90fd\u5728\u8fd9\u91cc\u3002<\/p>\n<hr \/>\n<h3>\u4e00\u3001\u521d\u4f53\u9a8c&#xff1a;\u5b8c\u6210\u7b2c\u4e00\u4e2a OpenSpec \u5468\u671f<\/h3>\n<h4>1.1 \u8d77\u6b65&#xff1a;\u9009\u4e00\u4e2a\u4efb\u52a1<\/h4>\n<p>\u6211\u7684\u9879\u76ee\u662f\u4e00\u4e2a\u7a7a\u76ee\u5f55&#xff0c;\u8fde src\/ \u90fd\u6ca1\u6709\u3002\u4e8e\u662f\u6211\u9009\u62e9\u4e86\u4e00\u4e2a\u6700\u57fa\u7840\u7684\u4efb\u52a1\u2014\u2014\u521d\u59cb\u5316\u4e00\u4e2a 3D \u70b9\u4e91\u5bf9\u6bd4\u9879\u76ee\u7684\u9aa8\u67b6\u3002<\/p>\n<p>OpenSpec \u7684\u5165\u95e8\u547d\u4ee4 \/opsx-onboard \u50cf\u4e00\u4e2a\u5f15\u5bfc\u6559\u7a0b&#xff0c;\u5e26\u6211\u8d70\u5b8c\u4e86\u6574\u4e2a\u6d41\u7a0b\u3002<\/p>\n<h4>1.2 \u521b\u5efa\u53d8\u66f4 (Change)<\/h4>\n<p>\u7b2c\u4e00\u6b65\u662f\u5728\u7ec8\u7aef\u6267\u884c&#xff1a;<\/p>\n<p>openspec new change <span class=\"token string\">&#034;init-point-cloud-project&#034;<\/span><\/p>\n<p>\u8fd9\u4f1a\u5728 openspec\/changes\/ \u4e0b\u521b\u5efa\u4e00\u4e2a\u4ee5\u4efb\u52a1\u547d\u540d\u7684\u6587\u4ef6\u5939&#xff0c;\u91cc\u9762\u81ea\u5e26\u56db\u4e2a\u7a7a\u6587\u4ef6\/\u76ee\u5f55&#xff1a;<\/p>\n<p>openspec\/changes\/init-point-cloud-project\/<br \/>\n\u251c\u2500\u2500 proposal.md    \u2190 \u4e3a\u4ec0\u4e48\u8981\u505a\u8fd9\u4ef6\u4e8b<br \/>\n\u251c\u2500\u2500 design.md      \u2190 \u600e\u4e48\u505a<br \/>\n\u251c\u2500\u2500 specs\/         \u2190 \u5177\u4f53\u7684\u3001\u53ef\u6d4b\u8bd5\u7684\u9700\u6c42<br \/>\n\u2514\u2500\u2500 tasks.md       \u2190 \u6267\u884c\u6b65\u9aa4\u6e05\u5355<\/p>\n<h4>1.3 \u9010\u6b65\u586b\u5199\u5de5\u4ef6 (Artifacts)<\/h4>\n<p>AI \u5f15\u5bfc\u6211\u4f9d\u6b21\u5b8c\u6210\u4e86\u56db\u4e2a\u5de5\u4ef6&#xff1a;<\/p>\n<p>Proposal (\u63d0\u6848)&#xff1a;\u6355\u6349\u610f\u56fe\u3002<\/p>\n<p>\u201c\u6211\u4eec\u9700\u8981\u521d\u59cb\u5316 3D \u70b9\u4e91\u5bf9\u6bd4\u9879\u76ee\u7684\u9aa8\u67b6&#xff0c;\u4ee5\u4fbf\u56e2\u961f\u53ef\u4ee5\u5f00\u59cb\u5f00\u53d1\u70b9\u4e91\u52a0\u8f7d\u3001\u53ef\u89c6\u5316\u548c\u5bf9\u6bd4\u529f\u80fd\u3002\u201d<\/p>\n<p>Specs (\u89c4\u683c)&#xff1a;\u7528 WHEN\/THEN\/AND \u683c\u5f0f\u5b9a\u4e49\u53ef\u6d4b\u8bd5\u7684\u9700\u6c42\u3002<\/p>\n<ul>\n<li>WHEN the project is initialized<\/li>\n<li>THEN the src\/ directory exists<\/li>\n<li>AND the data\/ directory exists<\/li>\n<\/ul>\n<p>Design (\u8bbe\u8ba1)&#xff1a;\u8bb0\u5f55\u6280\u672f\u9009\u578b\u548c\u6743\u8861\u3002<\/p>\n<p>\u6211\u4eec\u9009\u62e9 Open3D \u4f5c\u4e3a\u4e3b\u8981\u7684\u70b9\u4e91\u5904\u7406\u5e93&#xff0c;\u56e0\u4e3a\u5b83\u6613\u4e8e\u4f7f\u7528\u3001\u6587\u6863\u4e30\u5bcc\u4e14\u6027\u80fd\u826f\u597d\u3002<br \/>\nAlternative: PCL&#xff08;\u529f\u80fd\u5f3a\u5927\u4f46 Python \u7ed1\u5b9a\u8f83\u590d\u6742&#xff09;\u3002<\/p>\n<p>Tasks (\u4efb\u52a1)&#xff1a;\u5206\u89e3\u4e3a\u53ef\u6267\u884c\u7684 CheckList\u3002<\/p>\n<ul>\n<li class=\"task-list-item\"> 1.1 Create directory structure (src, data, tests)<\/li>\n<li class=\"task-list-item\"> 1.2 Create README.md with project description<\/li>\n<li class=\"task-list-item\"> 2.1 Create requirements.txt with Open3D and Numpy<\/li>\n<li class=\"task-list-item\"> 3.1 Create src\/main.py with basic entry point logic<\/li>\n<\/ul>\n<h4>1.4 \u5b9e\u65bd\u4e0e\u5f52\u6863<\/h4>\n<p>AI \u6309\u7167 tasks.md \u9010\u4e00\u5b9e\u73b0&#xff0c;\u6bcf\u5b8c\u6210\u4e00\u9879\u5c31\u52fe\u9009\u3002\u6700\u540e\u6267\u884c\u5f52\u6863&#xff1a;<\/p>\n<p>openspec archive <span class=\"token string\">&#034;init-point-cloud-project&#034;<\/span><\/p>\n<p>\u5f52\u6863\u505a\u4e86\u4e24\u4ef6\u4e8b&#xff1a;<\/p>\n<li>\u5c06 changes\/init-point-cloud-project\/ \u79fb\u5165 changes\/archive\/2026-02-07-init-point-cloud-project\/\u3002<\/li>\n<li>\u5c06\u53d8\u66f4\u4e2d\u7684 Specs \u5408\u5e76\u5230\u4e86\u4e3b\u76ee\u5f55 openspec\/specs\/project-skeleton\/spec.md\u3002<\/li>\n<p>\u7b2c\u4e00\u4e2a\u5b8c\u6574\u5468\u671f\u5c31\u6b64\u5b8c\u6210\u3002<\/p>\n<hr \/>\n<h3>\u4e8c\u3001\u6df1\u5165\u7406\u89e3&#xff1a;\u76ee\u5f55\u7ed3\u6784\u5168\u89e3<\/h3>\n<p>\u5b8c\u6210\u7b2c\u4e00\u4e2a\u5468\u671f\u540e&#xff0c;\u6211\u7684\u7b2c\u4e00\u4e2a\u95ee\u9898\u662f&#xff1a;\u8fd9\u4e9b\u6587\u4ef6\u5939\u5230\u5e95\u662f\u5e72\u4ec0\u4e48\u7684&#xff1f;<\/p>\n<h4>2.1 \u4e09\u5927\u533a\u57df<\/h4>\n<p>OpenSpec \u7684\u6587\u4ef6\u5939\u7ed3\u6784\u5c06&#034;\u65bd\u5de5\u73b0\u573a&#034;\u3001&#034;\u7cfb\u7edf\u73b0\u72b6&#034;\u548c&#034;\u5386\u53f2\u8bb0\u5f55&#034;\u5b8c\u7f8e\u5206\u79bb&#xff1a;<\/p>\n<p>openspec\/<br \/>\n\u251c\u2500\u2500 changes\/                  \u2190 \u3010\u65bd\u5de5\u73b0\u573a\u3011\u6b63\u5728\u8fdb\u884c\u7684\u5de5\u4f5c<br \/>\n\u2502   \u2514\u2500\u2500 &lt;change-name&gt;\/        \u2190 \u4e00\u4e2a\u5177\u4f53\u7684\u53d8\u66f4\u4efb\u52a1\u5bb9\u5668<br \/>\n\u2502       \u251c\u2500\u2500 proposal.md       \u2190 \u63d0\u6848 (Why &amp; What)<br \/>\n\u2502       \u251c\u2500\u2500 design.md         \u2190 \u8bbe\u8ba1 (How)<br \/>\n\u2502       \u251c\u2500\u2500 tasks.md          \u2190 \u4efb\u52a1\u6e05\u5355 (Action Plan)<br \/>\n\u2502       \u2514\u2500\u2500 specs\/            \u2190 \u53d8\u66f4\u89c4\u683c (Delta Specs)<br \/>\n\u2502<br \/>\n\u251c\u2500\u2500 specs\/                    \u2190 \u3010\u771f\u7406\u4e4b\u6e90\u3011\u7cfb\u7edf\u7684\u5f53\u524d\u72b6\u6001<br \/>\n\u2502   \u2514\u2500\u2500 &lt;capability&gt;\/         \u2190 \u6309\u529f\u80fd\u6a21\u5757\u5206\u7c7b\u7684\u89c4\u683c<br \/>\n\u2502       \u2514\u2500\u2500 spec.md           \u2190 \u5177\u4f53\u7684\u89c4\u683c\u6587\u4ef6<br \/>\n\u2502<br \/>\n\u2514\u2500\u2500 changes\/archive\/          \u2190 \u3010\u5386\u53f2\u6863\u6848\u9986\u3011\u5df2\u5b8c\u6210\u5de5\u4f5c\u7684\u8bb0\u5f55<br \/>\n    \u2514\u2500\u2500 YYYY-MM-DD-&lt;name&gt;\/    \u2190 \u5f52\u6863\u7684\u53d8\u66f4\u5feb\u7167<\/p>\n<ul>\n<li>changes\/&#xff1a;\u6240\u6709\u65b0\u5de5\u4f5c\u4ece\u8fd9\u91cc\u5f00\u59cb&#xff0c;\u505a\u5b8c\u4e86\u5c31\u6e05\u8d70\u3002<\/li>\n<li>specs\/&#xff1a;\u7cfb\u7edf\u5f53\u524d\u5177\u5907\u7684\u6240\u6709\u80fd\u529b\u7684&#034;\u6d3b\u6587\u6863&#034;\u3002\u65b0\u6210\u5458&#xff08;\u6216\u65b0\u7684 AI \u4f1a\u8bdd&#xff09;\u53ea\u9700\u770b\u8fd9\u91cc&#xff0c;\u5c31\u80fd\u4e86\u89e3\u7cfb\u7edf\u5168\u8c8c\u3002<\/li>\n<li>archive\/&#xff1a;\u51b3\u7b56\u5386\u53f2\u3002\u201c\u4e3a\u4ec0\u4e48\u6211\u4eec\u5f53\u521d\u9009\u4e86 Open3D&#xff1f;\u201d\u2014\u2014\u53bb\u7ffb archive\/ \u91cc\u7684 design.md \u5c31\u77e5\u9053\u4e86\u3002<\/li>\n<\/ul>\n<h4>2.2 Delta Specs vs. Main Specs&#xff1a;\u6700\u7cbe\u5999\u7684\u8bbe\u8ba1<\/h4>\n<p>\u6211\u6ce8\u610f\u5230 spec.md \u5728\u4e24\u4e2a\u5730\u65b9\u51fa\u73b0\u4e86&#xff1a;changes\/&#8230;\/specs\/ \u548c openspec\/specs\/\u3002\u5b83\u4eec\u6709\u4ec0\u4e48\u4e0d\u540c&#xff1f;<\/p>\n<table>\n<tr>\u7279\u6027Delta Specs (changes\/ \u4e0b)Main Specs (specs\/ \u4e0b)<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\u72b6\u6001<\/td>\n<td align=\"left\">Draft&#xff08;\u8349\u7a3f\/\u62df\u8bae\u4e2d&#xff09;<\/td>\n<td align=\"left\">Live&#xff08;\u751f\u6548\u4e2d\/\u5df2\u53d1\u5e03&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u542b\u4e49<\/td>\n<td align=\"left\">\u201c\u6211\u5e0c\u671b\u7cfb\u7edf\u53d8\u6210\u4ec0\u4e48\u6837\u201d<\/td>\n<td align=\"left\">\u201c\u7cfb\u7edf\u73b0\u5728\u662f\u4ec0\u4e48\u6837\u201d<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u751f\u547d\u5468\u671f<\/td>\n<td align=\"left\">\u968f\u53d8\u66f4\u521b\u5efa&#xff0c;\u5f52\u6863\u65f6\u5408\u5e76\u540e\u6d88\u5931<\/td>\n<td align=\"left\">\u6c38\u4e45\u5b58\u5728&#xff0c;\u968f\u9879\u76ee\u6f14\u8fdb<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">Git \u7c7b\u6bd4<\/td>\n<td align=\"left\">Feature Branch&#xff08;\u529f\u80fd\u5206\u652f&#xff09;<\/td>\n<td align=\"left\">Main Branch&#xff08;\u4e3b\u5206\u652f&#xff09;<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u4f5c\u7528<\/td>\n<td align=\"left\">\u6307\u5bfc AI \u5b8c\u6210\u672c\u6b21\u4efb\u52a1<\/td>\n<td align=\"left\">\u6307\u5bfc AI \u7406\u89e3\u73b0\u6709\u7cfb\u7edf\u5168\u8c8c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6570\u636e\u6d41\u5411&#xff1a;\u5f00\u53d1\u65f6\u5199\u5728 changes\/ \u2192 \u5f52\u6863\u65f6 CLI \u81ea\u52a8\u5408\u5e76\u5230 specs\/ \u2192 changes\/ \u6587\u4ef6\u5939\u79fb\u5165 archive\/\u3002<\/p>\n<h4>2.3 \u4e3a\u4ec0\u4e48 Main Specs \u53ea\u4fdd\u7559 spec.md&#xff1f;<\/h4>\n<p>\u4f60\u53ef\u80fd\u4f1a\u597d\u5947&#xff1a;changes\/ \u91cc\u6709\u56db\u4e2a\u6587\u4ef6&#xff08;proposal\u3001specs\u3001design\u3001tasks&#xff09;&#xff0c;\u4e3a\u4ec0\u4e48\u5f52\u6863\u540e openspec\/specs\/ \u91cc\u53ea\u7559\u4e0b\u4e86 spec.md \u8fd9\u4e00\u4e2a&#xff1f;<\/p>\n<p>\u56e0\u4e3a\u8fd9\u56db\u4e2a\u5de5\u4ef6\u672c\u8d28\u4e0a\u5206\u5c5e\u4e24\u7c7b&#xff1a;<\/p>\n<p>A \u7c7b&#xff1a;\u63cf\u8ff0&#034;\u8fc7\u7a0b&#034;&#xff08;\u4e34\u65f6\u7684&#xff0c;\u505a\u5b8c\u5c31\u6ca1\u7528\u4e86&#xff09;<\/p>\n<table>\n<tr>\u6587\u4ef6\u56de\u7b54\u7684\u95ee\u9898\u505a\u5b8c\u4e4b\u540e\u2026<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">proposal.md<\/td>\n<td align=\"left\">\u4e3a\u4ec0\u4e48\u8981\u505a\u8fd9\u4ef6\u4e8b&#xff1f;<\/td>\n<td align=\"left\">\u52a8\u673a\u5df2\u7ecf\u5b9e\u73b0\u4e86&#xff0c;\u4e0d\u9700\u8981\u53cd\u590d\u770b<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">design.md<\/td>\n<td align=\"left\">\u600e\u4e48\u505a&#xff1f;\u6280\u672f\u65b9\u6848\u662f\u4ec0\u4e48&#xff1f;<\/td>\n<td align=\"left\">\u4ee3\u7801\u672c\u8eab\u5c31\u662f&#034;\u600e\u4e48\u505a&#034;\u7684\u7b54\u6848<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">tasks.md<\/td>\n<td align=\"left\">\u6b65\u9aa4\u662f\u4ec0\u4e48&#xff1f;\u505a\u5230\u54ea\u4e86&#xff1f;<\/td>\n<td align=\"left\">\u5168\u90e8\u52fe\u5b8c\u4e86&#xff0c;\u6e05\u5355\u5c31\u5e9f\u4e86<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>B \u7c7b&#xff1a;\u63cf\u8ff0&#034;\u7cfb\u7edf&#034;&#xff08;\u6c38\u4e45\u7684&#xff0c;\u5fc5\u987b\u4e00\u76f4\u7ef4\u62a4&#xff09;<\/p>\n<table>\n<tr>\u6587\u4ef6\u56de\u7b54\u7684\u95ee\u9898\u505a\u5b8c\u4e4b\u540e\u2026<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">specs\/spec.md<\/td>\n<td align=\"left\">\u7cfb\u7edf\u80fd\u505a\u4ec0\u4e48&#xff1f;\u884c\u4e3a\u6807\u51c6\u662f\u4ec0\u4e48&#xff1f;<\/td>\n<td align=\"left\">\u8fd9\u4e2a\u80fd\u529b\u6c38\u8fdc\u5b58\u5728&#xff0c;\u5fc5\u987b\u6301\u7eed\u8bb0\u5f55<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6253\u4e2a\u6bd4\u65b9&#xff1a;\u60f3\u8c61\u4f60\u5728\u88c5\u4fee\u623f\u5b50\u2014\u2014<\/p>\n<ul>\n<li>Proposal&#xff1a;\u201c\u6211\u8981\u628a\u5ba2\u5385\u5237\u6210\u767d\u8272&#xff0c;\u56e0\u4e3a\u73b0\u5728\u7684\u9ec4\u8272\u592a\u6697\u4e86\u3002\u201d \u2014\u2014 \u88c5\u5b8c\u540e&#xff0c;\u4f60\u4e0d\u9700\u8981\u5728\u5899\u4e0a\u8d34&#034;\u6211\u4e3a\u4ec0\u4e48\u5237\u767d\u8272&#034;\u3002<\/li>\n<li>Design&#xff1a;\u201c\u7528\u7acb\u90a6\u6f06&#xff0c;\u5237\u4e24\u904d\u5e95\u6f06\u4e00\u904d\u9762\u6f06\u3002\u201d \u2014\u2014 \u88c5\u5b8c\u540e&#xff0c;\u4f60\u4e0d\u9700\u8981\u5728\u5899\u4e0a\u8d34&#034;\u6211\u7528\u4e86\u4ec0\u4e48\u6f06&#034;\u3002<\/li>\n<li>Tasks&#xff1a;\u201c\u7b2c\u4e00\u6b65\u94f2\u5899\u76ae&#xff0c;\u7b2c\u4e8c\u6b65\u5237\u5e95\u6f06\u2026\u201d \u2014\u2014 \u88c5\u5b8c\u540e&#xff0c;\u6e05\u5355\u6254\u6389\u3002<\/li>\n<li>Spec&#xff1a;\u201c\u5ba2\u5385\u5899\u9762\u989c\u8272&#xff1a;\u767d\u8272\u3002\u201d \u2014\u2014 \u8fd9\u4e2a\u5fc5\u987b\u6c38\u8fdc\u8bb0\u7740&#xff01; \u56e0\u4e3a\u4e0b\u6b21\u88c5\u4fee\u65f6&#xff0c;\u5de5\u4eba\u9700\u8981\u77e5\u9053\u73b0\u5728\u662f\u4ec0\u4e48\u989c\u8272&#xff0c;\u624d\u80fd\u51b3\u5b9a\u4e0b\u4e00\u6b65\u600e\u4e48\u6539\u3002<\/li>\n<\/ul>\n<p>\u6240\u4ee5\u5f52\u6863\u65f6&#xff1a;<\/p>\n<ul>\n<li>proposal.md\u3001design.md\u3001tasks.md \u2192 \u5168\u90e8\u8fdb\u5165 archive\/&#xff08;\u5386\u53f2\u8bb0\u5f55&#xff0c;\u53ea\u7528\u6765\u8ffd\u6eaf&#034;\u5f53\u65f6\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u505a&#034;&#xff09;\u3002<\/li>\n<li>specs\/spec.md \u2192 \u5408\u5e76\u8fdb openspec\/specs\/&#xff08;\u6d3b\u6587\u6863&#xff0c;\u7528\u6765\u544a\u8bc9\u6240\u6709\u4eba&#034;\u7cfb\u7edf\u73b0\u5728\u80fd\u505a\u4ec0\u4e48&#034;&#xff09;\u3002<\/li>\n<\/ul>\n<p>Main Specs \u5c31\u50cf\u4ea7\u54c1\u7684&#034;\u529f\u80fd\u8bf4\u660e\u4e66&#034;\u2014\u2014\u4f60\u4e70\u4e00\u53f0\u6d17\u8863\u673a&#xff0c;\u8bf4\u660e\u4e66\u53ea\u544a\u8bc9\u4f60&#034;\u5b83\u80fd\u6d17\u4ec0\u4e48\u3001\u600e\u4e48\u64cd\u4f5c&#034;&#xff0c;\u4e0d\u4f1a\u544a\u8bc9\u4f60&#034;\u5de5\u7a0b\u5e08\u5f53\u65f6\u4e3a\u4ec0\u4e48\u9009\u4e86\u8fd9\u4e2a\u7535\u673a&#034;\u3002\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48 specs\/ \u91cc\u53ea\u9700\u8981 spec.md&#xff0c;\u56e0\u4e3a\u5b83\u662f\u552f\u4e00\u5177\u6709\u6301\u4e45\u4ef7\u503c\u7684\u5de5\u4ef6\u3002<\/p>\n<hr \/>\n<h3>\u4e09\u3001CLI \u4e0e Agent&#xff1a;\u4e24\u79cd\u547d\u4ee4\u7684\u5e95\u5c42\u5173\u7cfb<\/h3>\n<h4>3.1 \u89d2\u8272\u5206\u5de5<\/h4>\n<ul>\n<li>CLI (openspec &#8230;)&#xff1a;\u5e95\u5c42\u7684\u547d\u4ee4\u884c\u5de5\u5177&#xff0c;\u53ea\u61c2\u6587\u4ef6\u64cd\u4f5c\u3002\u7c7b\u4f3c git\u3002<\/li>\n<li>Agent (\/opsx:&#8230;)&#xff1a;Cursor \u7684 AI \u4ee3\u7406\u811a\u672c&#xff0c;\u62e5\u6709\u667a\u80fd\u3002\u5b83\u662f CLI \u7684&#034;\u9a7e\u9a76\u5458&#034;\u3002<\/li>\n<\/ul>\n<h4>3.2 \u8c03\u7528\u94fe\u8def<\/h4>\n<p>\u5f53\u4f60\u5728\u5bf9\u8bdd\u6846\u8f93\u5165 \/opsx:new &#034;login&#034; \u65f6&#xff0c;\u80cc\u540e\u53d1\u751f\u4e86\u4ec0\u4e48&#xff1a;<\/p>\n<p>\u4f60&#xff08;\u7528\u6237&#xff09;<br \/>\n  \u2193  \u8f93\u5165 \/opsx:new &#034;login&#034;<br \/>\nAgent&#xff08;AI \u5927\u8111&#xff09;<br \/>\n  \u2193  \u601d\u8003\u610f\u56fe&#xff0c;\u51b3\u5b9a\u521b\u5efa\u53d8\u66f4<br \/>\n  \u2193  \u6267\u884c\u7ec8\u7aef\u547d\u4ee4&#xff1a;openspec new change &#034;login&#034;<br \/>\nCLI&#xff08;\u673a\u68b0\u81c2&#xff09;<br \/>\n  \u2193  \u5728\u786c\u76d8\u4e0a\u521b\u5efa\u76ee\u5f55\u7ed3\u6784<br \/>\nAgent&#xff08;AI \u5927\u8111&#xff09;<br \/>\n  \u2193  \u770b\u5230\u76ee\u5f55\u521b\u5efa\u597d\u4e86<br \/>\n  \u2193  \u5f00\u59cb\u5f15\u5bfc\u4f60\u5199 Proposal\u3001Specs\u3001Design\u3001Tasks<\/p>\n<p>\u7ed3\u8bba&#xff1a;\u4f60 \u2192 \u6307\u6325 Agent \u2192 Agent \u6307\u6325 CLI\u3002\u65e5\u5e38\u5f00\u53d1\u4e2d 90% \u7684\u65f6\u95f4\u7528 Agent \u547d\u4ee4&#xff0c;10% \u7684\u65f6\u95f4\u7528 CLI \u547d\u4ee4&#xff08;\u67e5\u770b\u72b6\u6001\u6216\u624b\u52a8\u4fee\u6b63&#xff09;\u3002<\/p>\n<hr \/>\n<h3>\u56db\u3001\u547d\u4ee4\u901f\u67e5\u4e0e\u4f7f\u7528\u573a\u666f<\/h3>\n<h4>4.1 \u5b8c\u6574\u547d\u4ee4\u5bf9\u7167\u8868<\/h4>\n<table>\n<tr>Agent \u547d\u4ee4\u5bf9\u5e94\u7684 CLI \u64cd\u4f5c\u4f7f\u7528\u573a\u666f<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\/opsx:explore<\/td>\n<td align=\"left\">\u65e0&#xff08;\u7eaf AI \u601d\u8003&#xff09;<\/td>\n<td align=\"left\">\u60f3\u6cd5\u6a21\u7cca&#xff0c;\u9700\u8981\u5206\u6790\u4ee3\u7801\u3001\u8ba8\u8bba\u65b9\u6848<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:new &#034;name&#034;<\/td>\n<td align=\"left\">openspec new change &#034;name&#034; &#043; AI \u5f15\u5bfc\u5199\u6587\u6863<\/td>\n<td align=\"left\">\u65b0\u624b\u6216\u590d\u6742\u4efb\u52a1&#xff0c;\u9700\u8981\u4e00\u6b65\u6b65\u63a8\u6572<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:ff &#034;name&#034;<\/td>\n<td align=\"left\">openspec new change &#034;name&#034; &#043; AI \u4e00\u6b21\u6027\u751f\u6210\u6240\u6709\u6587\u6863<\/td>\n<td align=\"left\">\u8001\u624b\u6216\u7b80\u5355\u4efb\u52a1&#xff0c;\u8ffd\u6c42\u901f\u5ea6<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:continue &#034;name&#034;<\/td>\n<td align=\"left\">\u65e0&#xff08;AI \u8bfb\u53d6\u73b0\u6709\u6587\u4ef6\u7ee7\u7eed\u5de5\u4f5c&#xff09;<\/td>\n<td align=\"left\">\u6628\u5929\u505a\u4e86\u4e00\u534a&#xff0c;\u4eca\u5929\u7ee7\u7eed<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:apply &#034;name&#034;<\/td>\n<td align=\"left\">\u65e0&#xff08;AI \u8bfb\u53d6 tasks.md \u5e76\u4fee\u6539\u4ee3\u7801&#xff09;<\/td>\n<td align=\"left\">\u6587\u6863\u5199\u597d\u4e86&#xff0c;\u5f00\u59cb\u5199\u4ee3\u7801<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:verify &#034;name&#034;<\/td>\n<td align=\"left\">openspec validate &#034;name&#034; &#043; AI \u68c0\u67e5\u4ee3\u7801<\/td>\n<td align=\"left\">\u5199\u5b8c\u4ee3\u7801&#xff0c;\u9a8c\u8bc1\u662f\u5426\u7b26\u5408 Spec<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\/opsx:archive &#034;name&#034;<\/td>\n<td align=\"left\">openspec archive &#034;name&#034;<\/td>\n<td align=\"left\">\u4efb\u52a1\u5b8c\u6210&#xff0c;\u5f52\u6863\u5e76\u5408\u5e76 Specs<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>4.2 \u5de5\u4f5c\u6d41\u7a0b\u56fe<\/h4>\n<p>  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n  \u2502  \u6a21\u7cca\u7684\u60f3\u6cd5   \u2502<br \/>\n  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n         \u2193<br \/>\n  \/opsx:explore  \u2190 \u601d\u8003\u9636\u6bb5&#xff08;\u53ef\u9009&#xff09;<br \/>\n         \u2193<br \/>\n  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n  \u2502  \u660e\u786e\u8981\u505a\u4ec0\u4e48  \u2502<br \/>\n  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n         \u2193<br \/>\n  \/opsx:new \u6216 \/opsx:ff  \u2190 \u5b9a\u4e49\u9636\u6bb5<br \/>\n         \u2193<br \/>\n  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n  \u2502 Proposal \u2192 Specs \u2192   \u2502<br \/>\n  \u2502 Design \u2192 Tasks       \u2502<br \/>\n  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n         \u2193<br \/>\n  \/opsx:apply  \u2190 \u6267\u884c\u9636\u6bb5<br \/>\n         \u2193<br \/>\n  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2534\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n  \u2502  \u4ee3\u7801\u5199\u5b8c\u4e86   \u2502<br \/>\n  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u252c\u2500\u2500\u2500\u2500\u2500\u2500\u2518<br \/>\n         \u2193<br \/>\n  \/opsx:verify  \u2190 \u9a8c\u8bc1\u9636\u6bb5&#xff08;\u53ef\u9009&#xff09;<br \/>\n         \u2193<br \/>\n  \/opsx:archive  \u2190 \u5b8c\u6210\u9636\u6bb5<br \/>\n         \u2193<br \/>\n  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510<br \/>\n  \u2502 Delta Specs \u2192 Main Specs \u2502<br \/>\n  \u2502 Changes \u2192 Archive        \u2502<br \/>\n  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518<\/p>\n<hr \/>\n<h3>\u4e94\u3001\u9ad8\u7ea7\u6280\u5de7<\/h3>\n<h4>5.1 \u591a\u53d8\u66f4\u5e76\u884c\u5f00\u53d1<\/h4>\n<p>openspec\/changes\/ \u4e0b\u53ef\u4ee5\u540c\u65f6\u5b58\u5728\u591a\u4e2a\u6587\u4ef6\u5939&#xff08;\u5982 feature-A \u548c fix-B&#xff09;\u3002\u4f46\u8981\u6ce8\u610f&#xff1a;<\/p>\n<ul>\n<li>\u4e0d\u51b2\u7a81\u65f6&#xff08;\u6539\u4e0d\u540c\u6587\u4ef6&#xff09;&#xff1a;\u76f4\u63a5\u5207\u6362\u5373\u53ef\u3002<\/li>\n<li>\u51b2\u7a81\u65f6&#xff08;\u6539\u540c\u4e00\u6587\u4ef6&#xff09;&#xff1a;\u5fc5\u987b\u914d\u5408 Git \u5206\u652f\u3002Branch A \u5bf9\u5e94 Change A&#xff0c;Branch B \u5bf9\u5e94 Change B\u3002<\/li>\n<\/ul>\n<h4>5.2 \u6682\u505c\u4e0e\u6062\u590d<\/h4>\n<p>OpenSpec \u7684&#034;\u6682\u505c&#034;\u4e0d\u662f\u4e00\u4e2a\u547d\u4ee4&#xff0c;\u800c\u662f\u4e00\u4e2a\u903b\u8f91\u6982\u5ff5\u2014\u2014\u56e0\u4e3a\u6240\u6709\u8fdb\u5ea6\u90fd\u4fdd\u5b58\u5728\u6587\u4ef6\u91cc&#xff0c;\u4f60\u53ea\u9700&#034;\u653e\u4e0b\u8fd9\u4e2a\u6587\u4ef6\u5939&#xff0c;\u62ff\u8d77\u90a3\u4e2a&#034;\u3002<\/p>\n<p>\u6807\u51c6\u64cd\u4f5c\u6d41&#xff1a;<\/p>\n<li>git stash&#xff08;\u4fdd\u62a4\u534a\u6210\u54c1\u4ee3\u7801&#xff09;<\/li>\n<li>\/opsx:ff &#034;hotfix-bug&#034;&#xff08;\u521b\u5efa\u7d27\u6025\u4fee\u590d&#xff09;<\/li>\n<li>\u4fee\u590d \u2192 \/opsx:archive &#034;hotfix-bug&#034;<\/li>\n<li>git stash pop&#xff08;\u6062\u590d\u73b0\u573a&#xff09;<\/li>\n<li>\/opsx:continue &#034;feature-A&#034;&#xff08;\u7ee7\u7eed\u4e4b\u524d\u7684\u4efb\u52a1&#xff09;<\/li>\n<h4>5.3 Cursor IDE vs. Claude Code CLI<\/h4>\n<table>\n<tr>\u573a\u666fCursor IDE (GUI)Claude Code (CLI)<\/tr>\n<tbody>\n<tr>\n<td align=\"left\">\u63a2\u7d22 &amp; \u89c4\u5212<\/td>\n<td align=\"left\">\u6587\u4ef6\u6811 &#043; \u5206\u5c4f&#xff0c;\u5168\u5c40\u89c6\u91ce\u5f3a<\/td>\n<td align=\"left\">\u7eaf\u6587\u672c&#xff0c;\u4f9d\u8d56\u8bb0\u5fc6<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u5ba1\u67e5\u6587\u6863<\/td>\n<td align=\"left\">\u53ef\u89c6\u5316 Diff&#xff0c;\u76f4\u89c2\u9ad8\u6548<\/td>\n<td align=\"left\">\u53ea\u80fd\u770b\u6587\u672c\u8f93\u51fa<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u81ea\u52a8\u7f16\u7801<\/td>\n<td align=\"left\">\u9700\u8981\u9891\u7e41\u786e\u8ba4<\/td>\n<td align=\"left\">\u53ef\u4ee5\u81ea\u4e3b\u5faa\u73af\u6267\u884c<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">\u9002\u5408\u9636\u6bb5<\/td>\n<td align=\"left\">\u5b9a\u4e49 &#043; \u5ba1\u67e5<\/td>\n<td align=\"left\">\u6279\u91cf\u6267\u884c<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u7ed3\u8bba&#xff1a;Cursor \u662f&#034;\u6307\u6325\u5854&#034;&#xff0c;Claude Code \u662f&#034;\u65e0\u60c5\u7684\u7f16\u7801\u673a\u5668&#034;\u3002OpenSpec 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