{"id":115820,"date":"2026-10-13T13:40:52","date_gmt":"2026-10-13T05:40:52","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/115820.html"},"modified":"2026-10-13T13:40:52","modified_gmt":"2026-10-13T05:40:52","slug":"kiln-%e5%ae%9e%e6%88%98%e6%8c%87%e5%8d%97%ef%bc%9a%e7%94%a8-playwright-cli-%e9%a9%b1%e5%8a%a8-ui%ef%bc%8c%e4%bb%8e%e6%b2%99%e7%ae%b1%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%88%b0-locator-%e9%99%b7%e9%98%b1","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/115820.html","title":{"rendered":"Kiln \u5b9e\u6218\u6307\u5357\uff1a\u7528 playwright-cli \u9a71\u52a8 UI\uff0c\u4ece\u6c99\u7bb1\u670d\u52a1\u5668\u5230 Locator \u9677\u9631\u6392\u67e5"},"content":{"rendered":"<ul class=\"gcb-tag-list\">\n<li><span class=\"gcb-tag\">\u4eba\u5de5\u667a\u80fd<\/span><\/li>\n<li><span class=\"gcb-tag\">AI \u5e94\u7528<\/span><\/li>\n<li><span class=\"gcb-tag\">AI \u8bc4\u6d4b<\/span><\/li>\n<li><span class=\"gcb-tag\">RAG<\/span><\/li>\n<li><span class=\"gcb-tag\">\u5fae\u8c03<\/span><\/li>\n<li><span class=\"gcb-tag\">\u63d0\u793a\u5de5\u7a0b<\/span><\/li>\n<li><span class=\"gcb-tag\">\u5f00\u53d1\u5de5\u5177<\/span><\/li>\n<li><span class=\"gcb-tag\">\u684c\u9762\u5e94\u7528<\/span><\/li>\n<\/ul>\n<h3 class=\"gcb-project-title\">\u3010\u514d\u8d39\u4e0b\u8f7d\u94fe\u63a5\u3011Kiln<\/h3>\n<p class=\"gcb-project-desc\">Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.<\/p>\n<p>    <span class=\"gcb-project-addr-label\">\u9879\u76ee\u5730\u5740&#xff1a;<\/span><br \/>\n    <span class=\"gcb-project-addr-link\">https:\/\/gitcode.com\/gh_mirrors\/ki\/Kiln<\/span> <\/p>\n<p>  <span class=\"gcb-project-btn\"> <span class=\"gcb-project-btn-main\">\u70b9\u51fb\u67e5\u770b<\/span> <span class=\"gcb-project-btn-sub\">\u514d\u8d39\u4e0b\u8f7d<\/span> <\/span> <\/p>\n<p>\u672c\u6587\u56f4\u7ed5 Kiln \u4ed3\u5e93\u4e2d\u7684 driving_the_ui.md \u5c55\u5f00&#xff0c;\u4ecb\u7ecd\u5982\u4f55\u7528 playwright-cli \u8fd9\u4e00&#034;\u628a\u6d4f\u89c8\u5668\u5f53 shell \u547d\u4ee4\u9a71\u52a8&#034;\u7684\u5de5\u5177\u6765\u9a8c\u8bc1\u81ea\u5df1\u7684 UI \u6539\u52a8&#xff1a;\u5305\u62ec\u5982\u4f55\u7528 playwright_server.sh \u8d77\u4e00\u4e2a\u4e0e e2e \u5957\u4ef6\u7aef\u53e3\u9694\u79bb\u7684\u6301\u4e45\u6c99\u7bb1\u670d\u52a1\u5668\u3001snapshot\/find\/click \u7684\u6838\u5fc3\u547d\u4ee4\u9762\u3001\u622a\u56fe\u524d\u5fc5\u987b\u7b49\u5f85\u9875\u9762&#034;\u7a33\u5b9a&#034;\u7684\u539f\u56e0&#xff0c;\u4ee5\u53ca Kiln \u754c\u9762\u4e2d\u91cd\u540d\u6807\u7b7e\u3001\u6298\u53e0\u9762\u677f\u7b49\u51e0\u7c7b\u5178\u578b locator \u9677\u9631\u7684\u6392\u67e5\u65b9\u6cd5\u3002\u8bfb\u5b8c\u672c\u6587&#xff0c;\u4f60\u53ef\u4ee5\u72ec\u7acb\u64cd\u4f5c Kiln \u7684 Web UI \u5b8c\u6210&#034;\u6539\u4ee3\u7801 \u2192 \u8d77\u6c99\u7bb1 \u2192 \u9a71\u52a8\u6d4f\u89c8\u5668 \u2192 \u622a\u56fe\u9a8c\u8bc1&#034;\u7684\u5b8c\u6574\u95ed\u73af&#xff0c;\u5e76\u7406\u89e3\u4ed3\u5e93\u4e2d\u5bf9\u5e94\u7684\u7ec4\u4ef6\u6e90\u7801\u662f\u5982\u4f55\u9020\u6210\u8fd9\u4e9b\u9677\u9631\u7684\u3002<\/p>\n<h3>playwright-cli \u7684\u5b9a\u4f4d&#xff1a;\u6d4f\u89c8\u5668\u5373 shell \u547d\u4ee4<\/h3>\n<p>playwright-cli \u7684\u8bbe\u8ba1\u662f\u628a\u6d4f\u89c8\u5668\u4f5c\u4e3a\u4e00\u4e2a shell \u547d\u4ee4\u6765\u4f7f\u7528&#xff1a;\u4e00\u4e2a\u6301\u4e45\u4f1a\u8bdd&#xff0c;\u6bcf\u6761\u547d\u4ee4\u90fd\u4f5c\u7528\u5728\u8fd9\u4e2a\u4f1a\u8bdd\u4e0a\u3002Kiln \u56e2\u961f\u660e\u786e\u5b83\u7684\u7528\u9014\u8fb9\u754c\u2014\u2014\u7528\u5b83\u6765&#034;\u68c0\u67e5\u81ea\u5df1\u6b63\u5728\u6539\u7684 UI&#034;&#xff0c;\u800c\u4e0d\u662f\u5f53\u4f5c\u6d4b\u8bd5\u6846\u67b6\u3002\u771f\u6b63\u7684\u7aef\u5230\u7aef\u6d4b\u8bd5\u5957\u4ef6\u662f npm run tests:e2e&#xff08;\u4f4d\u4e8e app\/web_ui\/tests\/e2e&#xff09;&#xff0c;\u7531 playwright.config.ts \u81ea\u884c\u62c9\u8d77\u5e76\u7ba1\u7406\u56db\u4e2a\u670d\u52a1\u5668&#xff1b;playwright-cli \u9762\u5411\u7684\u662f\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u968f\u65f6\u60f3\u770b\u4e00\u773c\u771f\u5b9e\u754c\u9762\u7684\u573a\u666f\u3002\u4e24\u8005\u5171\u4eab\u540c\u4e00\u4efd\u6d4f\u89c8\u5668\u5b89\u88c5&#xff0c;\u4f46\u804c\u8d23\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n<p>\u5b8c\u6574\u547d\u4ee4\u5217\u8868\u53ef\u4ee5\u901a\u8fc7 playwright-cli &#8211;help \u83b7\u5f97&#xff08;Claude Code \u73af\u5883\u4e2d\u6709\u540c\u540d skill \u5185\u7f6e\u4e86\u8fd9\u4efd\u6e05\u5355&#xff09;\u3002<\/p>\n<h3>\u5148\u8d77\u670d\u52a1\u5668&#xff1a;playwright_server.sh \u6c99\u7bb1<\/h3>\n<p>playwright-cli \u9700\u8981\u4e00\u4e2a\u771f\u6b63\u5728\u8dd1\u7684 app \u6765\u6307\u5411&#xff0c;\u6240\u4ee5\u7b2c\u4e00\u6b65\u6c38\u8fdc\u662f\u8d77\u670d\u52a1\u5668&#xff1a;<\/p>\n<p>.agents\/scripts\/playwright_server.sh start     # \u6253\u5370 http:\/\/localhost:6544<\/p>\n<p>\u8fd9\u4e2a\u811a\u672c\u652f\u6301 start \/ stop \/ status \/ reset \/ snapshot \u4e94\u4e2a\u5b50\u547d\u4ee4&#xff08;-h\/&#8211;help \u53ef\u6253\u5370\u5b8c\u6574\u8bf4\u660e&#xff09;\u3002\u7406\u89e3\u5b83\u7684\u51e0\u4e2a\u5173\u952e\u8bbe\u8ba1&#xff0c;\u80fd\u89e3\u91ca\u540e\u9762\u5f88\u591a\u884c\u4e3a&#xff1a;<\/p>\n<ul>\n<li>\u7aef\u53e3\u523b\u610f\u9519\u5f00 e2e \u5957\u4ef6\u3002\u6c99\u7bb1\u524d\u7aef\/\u540e\u7aef\u9ed8\u8ba4\u8dd1\u5728 6544\/6545 \u7aef\u53e3&#xff08;playwright_server.sh \u7b2c 27\u201328 \u884c&#xff09;&#xff0c;\u800c e2e \u5957\u4ef6\u5360\u7528 6534\u20136537&#xff08;\u89c1 ports.ts&#xff1a;6534 \u524d\u7aef\u30016535 \u540e\u7aef\u30016536 mock provider\u30016537 mock kiln server&#xff09;\u3002\u4e4b\u6240\u4ee5\u5206\u5f00&#xff0c;\u662f\u56e0\u4e3a\u5957\u4ef6\u8bbe\u7f6e\u4e86 reuseExistingServer: false&#xff08;playwright.config.ts \u4e2d\u591a\u5904\u51fa\u73b0&#xff09;&#xff0c;\u4e24\u5957\u670d\u52a1\u5668\u82e5\u62a2\u540c\u4e00\u7aef\u53e3&#xff0c;\u540e\u542f\u52a8\u7684\u4e00\u65b9\u4f1a\u76f4\u63a5\u5931\u8d25\u3002\u7aef\u53e3\u53ef\u901a\u8fc7 KILN_DEV_FRONTEND_PORT \/ KILN_DEV_BACKEND_PORT \u8986\u76d6\u3002<\/li>\n<li>\u6570\u636e\u9694\u79bb\u5728\u4e13\u7528\u6c99\u7bb1\u76ee\u5f55\u3002\u6c99\u7bb1\u6570\u636e\u9ed8\u8ba4\u5b58\u653e\u5728 app\/web_ui\/.agent_dev_home&#xff08;\u53ef\u7528 KILN_DEV_HOME \u8986\u76d6&#xff09;\u3002\u811a\u672c\u542f\u52a8\u540e\u7aef\u65f6\u901a\u8fc7 env HOME&#061;&#034;$RUN_DIR&#034; \u628a HOME \u6307\u8fc7\u53bb\u2014\u2014Kiln \u7684\u9879\u76ee\u6570\u636e\u8bfb\u5199\u90fd\u6302\u5728 $HOME \u4e0b&#xff0c;\u6240\u4ee5\u4e00\u4e2a\u9694\u79bb\u7684 HOME \u5c31\u80fd\u4fdd\u8bc1\u4f60\u5728\u6d4f\u89c8\u5668\u91cc\u70b9\u5230\u7684\u4efb\u4f55\u4e1c\u897f\u90fd\u4e0d\u4f1a\u78b0\u771f\u5b9e\u7684 Kiln \u9879\u76ee\u3002\u811a\u672c\u8fd8\u5185\u7f6e guard_not_real_home \u9632\u62a4&#xff1a;\u82e5 KILN_DEV_HOME \u89e3\u6790\u540e\u6070\u597d\u662f\u4f60\u7684\u771f\u5b9e home&#xff0c;\u4f1a\u76f4\u63a5\u62d2\u7edd&#xff0c;\u56e0\u4e3a reset \u4f1a\u5220\u6389\u6574\u4e2a\u76ee\u5f55\u3002<\/li>\n<li>\u9996\u6b21 start \u81ea\u52a8\u79cd\u5165 fixture \u9879\u76ee\u3002\u6c99\u7bb1\u9996\u6b21\u542f\u52a8\u65f6\u4f1a\u628a\u5df2\u63d0\u4ea4\u5230\u4ed3\u5e93\u7684 .agents\/playwright_project \u62f7\u8fdb\u6c99\u7bb1&#xff08;cp -R \u52a0 .playwright_seed \u6233\u6587\u4ef6\u4fdd\u8bc1\u53ea\u79cd\u4e00\u6b21&#xff09;&#xff0c;\u8fd9\u6837\u5404\u4e2a\u9875\u9762\u6709\u771f\u5b9e\u6570\u636e\u53ef\u6e32\u67d3&#xff0c;\u800c\u4e0d\u662f onboarding \u5411\u5bfc\u3002\u8fd9\u4e2a fixture \u662f\u4e00\u4e2a&#034;\u5ba2\u670d\u5de5\u5355\u5206\u8bca&#034;\u9879\u76ee&#xff0c;\u5305\u542b\u4e24\u4e2a\u4efb\u52a1\u300120 \u6761 runs\u3001eval\u3001skills\u3001Docs &amp; Search \u7b49\u6570\u636e\u2014\u2014\u8be6\u89c1 seeded_project.md\u3002\u79cd\u5b8c\u540e\u811a\u672c\u8fd8\u4f1a\u8c03\u7528\u540e\u7aef \/api\/projects \u65ad\u8a00\u9879\u76ee\u786e\u5b9e\u88ab\u52a0\u8f7d&#xff08;verify_seed_loaded&#xff0c;\u7b2c 394 \u884c\u8d77&#xff09;&#xff1a;\u5982\u679c\u52a0\u8f7d\u5931\u8d25&#xff0c;\u5e94\u7528\u4f1a\u96f6\u9879\u76ee\u8d77\u6b65\u5e76\u628a\u4f60\u91cd\u5b9a\u5411\u5230 \/setup&#xff0c;\u4e0e&#034;\u6ca1\u79cd\u8fc7\u79cd\u5b50&#034;\u5728\u89c6\u89c9\u4e0a\u5b8c\u5168\u4e00\u6837&#xff0c;\u662f\u6781\u96be\u4ece\u5916\u90e8\u8bca\u65ad\u7684\u95ee\u9898&#xff0c;\u6240\u4ee5\u811a\u672c\u5b81\u53ef\u6253\u5370\u660e\u786e\u8b66\u544a\u4e5f\u4e0d\u8ba9 hint \u9759\u9ed8\u51fa\u9519\u3002<\/li>\n<li>\u53ef\u9009\u63a5\u5165\u771f\u5b9e\u6a21\u578b provider\u3002\u5982\u679c\u73af\u5883\u53d8\u91cf OPENROUTER_QA_KEY \u5df2\u8bbe\u7f6e&#xff0c;\u79cd\u6c99\u7bb1\u65f6\u4f1a\u628a\u5b83\u5199\u8fdb\u6c99\u7bb1\u7684 settings.yaml&#xff0c;\u5e94\u7528\u542f\u52a8\u5373\u5e26\u6709\u5df2\u8fde\u63a5\u7684 OpenRouter&#xff0c;\u53ef\u4ee5\u53d1\u8d77\u771f\u5b9e\u6a21\u578b\u8c03\u7528&#xff1b;start \u4f1a\u5728\u5b58\u5728\u65f6\u660e\u786e\u62a5\u544a\u3002\u53d8\u91cf\u540d\u523b\u610f\u4e0d\u53eb OPENROUTER_API_KEY\u2014\u2014\u540e\u8005\u662f pytest &#8211;runpaid \u7b49\u4ed8\u8d39\u6d4b\u8bd5\u8bfb\u53d6\u7684\u53d8\u91cf&#xff0c;\u5171\u7528\u4e00\u4e2a\u540d\u5b57\u4f1a\u8ba9&#034;\u6ca1\u4eba\u5728\u573a&#034;\u7684\u811a\u672c\u4e5f\u5f00\u59cb\u82b1\u94b1\u3002<\/li>\n<li>reset \u4e0e snapshot \u6784\u6210 fixture \u7684\u66f4\u65b0\u56de\u8def\u3002reset \u505c\u6b62\u3001\u5220\u9664\u6c99\u7bb1\u3001\u91cd\u65b0\u79cd\u4e00\u4efd\u5e72\u51c0\u7684&#xff1b;snapshot \u5219\u628a\u5f53\u524d\u6c99\u7bb1\u91cc\u7684\u9879\u76ee\u53cd\u5411\u6355\u83b7\u56de .agents\/playwright_project&#xff0c;\u8ba9\u672a\u6765\u7684\u4f1a\u8bdd\u4ece\u4f60\u6784\u5efa\u597d\u7684\u521d\u59cb\u72b6\u6001\u8d77\u6b65\u3002snapshot \u53ea\u63a5\u53d7 Kiln Projects \u4e0b\u6070\u597d\u4e00\u4e2a\u9879\u76ee&#xff08;\u591a\u4e2a\u4f1a\u8981\u6c42\u4f60\u5148\u5220\u5230\u53ea\u5269\u4e00\u4e2a&#xff09;&#xff0c;\u5e76\u4f1a\u6e05\u9664 .git\/.DS_Store \u540e\u6253\u5370 git diff \u63d0\u793a\u4eba\u5de5\u590d\u6838\u3002<\/li>\n<\/ul>\n<p>\u542f\u52a8\u6210\u529f\u540e&#xff0c;\u811a\u672c\u4f1a\u76f4\u63a5\u6253\u5370\u63a5\u4e0b\u6765\u8981\u6267\u884c\u7684\u4e09\u6761\u547d\u4ee4&#xff08;\u542b\u5df2\u586b\u597d\u7684 seeded id&#xff09;&#xff0c;\u89c1\u4e0b\u4e00\u8282\u3002<\/p>\n<h3>\u843d\u5730\u5230\u5e26\u6570\u636e\u7684\u9875\u9762&#xff1a;ui_state \u4e09\u547d\u4ee4\u5e8f\u5217<\/h3>\n<p>Kiln \u7684\u5e03\u5c40\u5728\u6ca1\u6709 localStorage \u4e2d\u7684 ui_state \u65f6&#xff0c;\u65e0\u8bba\u4f60\u8981\u8bbf\u95ee\u4ec0\u4e48 URL \u90fd\u4f1a\u91cd\u5b9a\u5411\u5230\u4efb\u52a1\u9009\u62e9\u5668\u3002\u8fd9\u4e0d\u662f\u670d\u52a1\u5668\u6ca1\u8d77\u597d&#xff0c;\u800c\u662f\u6d4f\u89c8\u5668\u72b6\u6001\u7f3a\u5931\u3002\u6e90\u7801\u4e0a&#xff0c;ui_state \u662f\u4e00\u4e2a localStorage store&#xff0c;\u7ed3\u6784\u5b9a\u4e49\u5728 stores.ts&#xff1a;<\/p>\n<p>export type UIState &#061; {<br \/>\n  current_project_id: string | null<br \/>\n  current_task_id: string | null<br \/>\n  selected_model: string | null<br \/>\n}<\/p>\n<p>export const ui_state &#061; localStorageStore(&#034;ui_state&#034;, default_ui_state)<\/p>\n<p>start \u6253\u5370\u7684\u547d\u4ee4\u5e8f\u5217\u5c31\u662f\u4e3a\u7a7f\u8fc7\u8fd9\u9053\u95e8\u800c\u8bbe\u8ba1\u7684&#xff0c;\u4e09\u6761\u5fc5\u987b\u6309\u987a\u5e8f\u5168\u90e8\u6267\u884c&#xff1a;<\/p>\n<p>playwright-cli open http:\/\/localhost:6544<br \/>\nplaywright-cli localstorage-set ui_state \\\\<br \/>\n  &#039;{&#034;current_project_id&#034;:&#034;&lt;id&gt;&#034;,&#034;current_task_id&#034;:&#034;&lt;id&gt;&#034;,&#034;selected_model&#034;:null}&#039;<br \/>\nplaywright-cli goto http:\/\/localhost:6544<\/p>\n<p>\u987a\u5e8f\u4e4b\u6240\u4ee5\u6b7b\u677f&#xff0c;\u662f\u56e0\u4e3a localstorage-set \u5728\u6ca1\u6709\u6253\u5f00\u7684\u6d4f\u89c8\u5668\u65f6\u4f1a\u76f4\u63a5\u5931\u8d25&#xff0c;\u800c\u5bf9\u5df2\u6253\u5f00\u7684\u6d4f\u89c8\u5668\u518d\u8dd1\u4e00\u6b21 open \u4f1a\u5f00\u4e00\u4e2a\u5168\u65b0 context\u3001\u628a\u521a\u5199\u8fdb\u53bb\u7684 storage \u4e22\u6389\u3002\u6700\u540e\u4e00\u6b65\u8981\u7528 goto \u800c\u4e0d\u662f reload&#xff1a;\u5199 storage \u540e\u9875\u9762\u5176\u5b9e\u5df2\u7ecf\u5750\u5728\u88ab\u91cd\u5b9a\u5411\u5230\u7684\u4efb\u52a1\u9009\u62e9\u5668\u4e0a&#xff0c;reload \u53ea\u4f1a\u7559\u5728\u539f\u5730\u3002selected_model \u5728\u6709 key \u7684\u6c99\u7bb1\u4e2d\u4f1a\u88ab\u9884\u586b\u4e3a openrouter\/gpt_5_6_luna&#xff08;\u811a\u672c\u4e2d\u7684 SEED_MODEL&#xff09;&#xff0c;\u8fd9\u6837 Run \u9875\u9762\u6253\u5f00\u5373\u9009\u4e2d\u4fbf\u5b9c\u6a21\u578b&#xff0c;\u7701\u53bb\u6bcf\u6b21\u5728\u6a21\u578b\u4e0b\u62c9\u6846\u91cc find-open-find-click \u7684\u5f00\u9500\u3002<\/p>\n<p>\u7a7f\u8fc7\u8fd9\u9053\u95e8\u4e4b\u540e&#xff0c;goto \u4efb\u610f\u6df1\u94fe\u63a5\u90fd\u53ef\u4ee5&#xff0c;\u4f8b\u5982 \/dataset\/&lt;project_id&gt;\/&lt;task_id&gt;\u3001\/generate\/&lt;project_id&gt;\/&lt;task_id&gt;\u3002<\/p>\n<h3>\u6838\u5fc3\u547d\u4ee4\u9762&#xff1a;open \/ snapshot \/ find \/ click \/ screenshot<\/h3>\n<p>\u57fa\u672c\u9a71\u52a8\u5faa\u73af\u5982\u4e0b&#xff1a;<\/p>\n<p>playwright-cli open http:\/\/localhost:6544   # \u542f\u52a8\u6d4f\u89c8\u5668\u5e76\u5bfc\u822a<br \/>\nplaywright-cli snapshot                     # \u4ee5\u65e0\u969c\u788d\u6811\u5f62\u5f0f\u8f93\u51fa\u9875\u9762<br \/>\nplaywright-cli find &#034;Generate Eval Data&#034;    # \u5927\u9875\u9762\u4e0a\u505a\u641c\u7d22\u800c\u4e0d\u662f\u901a\u8bfb<br \/>\nplaywright-cli click e44                    # ref&#xff08;\u5982 e44&#xff09;\u6765\u81ea snapshot<br \/>\nplaywright-cli screenshot &#8211;filename&#061;\/tmp\/ui.png<br \/>\nplaywright-cli console                      # \u63a7\u5236\u53f0\u6d88\u606f<br \/>\nplaywright-cli requests                     # \u7f51\u7edc\u6d3b\u52a8<br \/>\nplaywright-cli close<\/p>\n<p>\u5176\u4e2d snapshot \u662f\u9ed8\u8ba4\u9996\u9009&#xff1a;\u5b83\u7ed9\u51fa\u9875\u9762\u7684\u7ed3\u6784\u4e0e\u6587\u672c&#xff0c;\u6bd4\u56fe\u7247\u66f4\u4fbf\u5b9c&#xff0c;\u4e5f\u66f4\u63a5\u8fd1 e2e \u5b9a\u4f4d\u5668\u771f\u6b63\u5339\u914d\u7684\u5185\u5bb9\u3002\u5f53\u95ee\u9898\u662f\u89c6\u89c9\u6027\u7684\u2014\u2014\u95f4\u8ddd\u3001\u5bf9\u9f50\u3001\u989c\u8272\u3001\u5143\u7d20\u662f\u5426\u91cd\u53e0\u2014\u2014\u624d\u53bb\u622a\u56fe&#xff0c;\u7136\u540e\u8bfb\u56de\u8fd9\u5f20 PNG\u3002find \u5219\u662f\u5927\u9875\u9762\u4e0a\u7684\u9ad8\u6548\u66ff\u4ee3&#xff1a;\u4e0e\u5176\u8bfb\u6574\u68f5 snapshot \u6811&#xff0c;\u4e0d\u5982\u76f4\u63a5\u6309\u6587\u672c\u641c\u7d22&#xff0c;\u5b83\u4f1a\u4e00\u5e76\u62a5\u544a\u5339\u914d\u5143\u7d20\u7684\u771f\u5b9e role \u548c ref\u3002<\/p>\n<h4>\u6d4f\u89c8\u5668\u914d\u7f6e\u7f3a\u5931\u65f6\u7684\u62a5\u9519\u4e0e\u4fee\u590d<\/h4>\n<p>\u5982\u679c open \u62a5 Chromium distribution chrome was not found&#xff0c;\u8bf4\u660e\u5168\u5c40\u914d\u7f6e\u7f3a\u5931\u2014\u2014\u6ca1\u6709\u5b83&#xff0c;playwright-cli \u4f1a\u5c1d\u8bd5\u542f\u52a8\u54c1\u724c\u7248 Google Chrome&#xff0c;\u800c\u5bb9\u5668\u91cc\u901a\u5e38\u6ca1\u6709\u3002\u4e00\u6b21\u6027\u7ed5\u8fc7\u662f\u52a0 &#8211;browser&#061;chromium&#xff1b;\u6b63\u5f0f\u4fee\u590d\u662f setup_env.sh &#8211;add-playwright\u3002<\/p>\n<p>\u8fd9\u4efd\u914d\u7f6e\u5728 ~\/.playwright\/cli.config.json\u2014\u2014\u662f playwright-cli \u7684\u5168\u5c40\u914d\u7f6e\u800c\u975e\u4ed3\u5e93\u5185\u6587\u4ef6&#xff0c;\u56e0\u4e3a&#034;\u88c5\u4e86\u54ea\u4e2a\u6d4f\u89c8\u5668&#034;\u662f\u5173\u4e8e\u673a\u5668\u7684\u4e8b\u5b9e\u800c\u975e\u5173\u4e8e\u4ee3\u7801\u7684\u4e8b\u5b9e\u3002\u4e24\u4e2a setup \u811a\u672c\u90fd\u53ea\u5728\u6587\u4ef6\u4e0d\u5b58\u5728\u65f6\u5199\u5165&#xff0c;\u4f60\u81ea\u5df1\u7684\u4fee\u6539\u4f1a\u88ab\u4fdd\u7559\u3002\u6b63\u662f\u8fd9\u4e2a\u5168\u5c40\u5c5e\u6027&#xff0c;\u8ba9\u4e0a\u8ff0\u547d\u4ee4\u5728\u4efb\u610f\u76ee\u5f55\u4e0b\u90fd\u80fd\u8dd1&#xff0c;\u800c\u4e0d\u9650\u4e8e\u4ed3\u5e93\u6839\u76ee\u5f55\u3002<\/p>\n<h3>\u622a\u56fe&#xff1a;\u6c38\u8fdc\u4e0d\u8981\u76f8\u4fe1\u7b2c\u4e00\u5e27<\/h3>\n<p>\u5728 open \u6216 goto \u4e4b\u540e\u7acb\u523b\u622a\u56fe&#xff0c;\u5f97\u5230\u7684\u975e\u5e38\u7ecf\u5e38\u662f\u7eaf\u767d\u753b\u9762&#xff0c;\u800c\u4e14\u8f93\u51fa\u91cc\u4e0d\u4f1a\u6709\u4efb\u4f55\u63d0\u793a\u3002\u6b64\u65f6 DOM \u5176\u5b9e\u5df2\u7ecf\u5b8c\u6574\u2014\u2014snapshot \u80fd\u8fd4\u56de\u6574\u4e2a\u9875\u9762&#xff0c;document.readyState \u4e5f\u662f &#034;complete&#034;\u2014\u2014\u4f46 Chromium \u8fd8\u6ca1\u7ed8\u5236&#xff08;paint&#xff09;\u51fa\u6765\u3002\u56e0\u6b64 snapshot \u80fd\u8dd1\u901a\u4e0d\u80fd\u5f53\u4f5c&#034;\u9875\u9762\u5df2\u6e32\u67d3&#034;\u7684\u95e8\u7981\u3002<\/p>\n<p>\u8fd9\u4ef6\u4e8b\u4e4b\u6240\u4ee5\u5173\u952e&#xff0c;\u662f\u56e0\u4e3a&#034;\u767d\u5c4f&#034;\u5728\u6b63\u5e38\u8fd0\u884c\u4e2d\u662f&#034;\u5e94\u7528\u6ca1\u542f\u52a8\u8d77\u6765&#034;\u7684\u5178\u578b\u4fe1\u53f7&#xff1b;\u4e00\u4e2a\u5047\u767d\u5c4f\u4f1a\u8ba9\u4f60\u628a\u597d\u597d\u7684\u5e94\u7528\u62a5\u6210\u574f\u7684\u3002\u6b63\u786e\u505a\u6cd5\u662f\u5148\u8ba9\u9875\u9762\u7a33\u5b9a\u518d\u622a\u56fe&#xff1a;<\/p>\n<p>playwright-cli run-code &#034;async page &#061;&gt; await page.waitForLoadState(&#039;networkidle&#039;)&#034;<br \/>\nplaywright-cli screenshot &#8211;filename&#061;\/tmp\/ui.png<\/p>\n<p>networkidle \u662f\u8fd9\u91cc\u7684\u6b63\u786e\u9ed8\u8ba4&#xff1a;Kiln \u7684\u9875\u9762\u5728 hydrate \u4e4b\u540e\u8fd8\u4f1a\u5411 API \u53d1\u8bf7\u6c42\u53d6\u6570&#xff0c;networkidle \u540c\u65f6\u7b49\u5230\u4e86\u6570\u636e\u4e0e\u7ed8\u5236\u3002\u5982\u679c\u4f60\u53ea\u9700\u8981\u7b49\u5230\u7ed8\u5236\u3001\u4e0d\u5173\u5fc3\u6570\u636e&#xff0c;\u4e24\u4e2a\u52a8\u753b\u5e27\u5c31\u591f\u4e86&#xff1a;<\/p>\n<p>playwright-cli run-code &#034;async page &#061;&gt; await page.evaluate(() &#061;&gt; new Promise(r &#061;&gt; requestAnimationFrame(() &#061;&gt; requestAnimationFrame(r))))&#034;<\/p>\n<h3>\u8ba9 find \u544a\u8bc9\u4f60 role&#xff1a;\u522b\u731c\u5143\u7d20\u7684\u8bed\u4e49\u89d2\u8272<\/h3>\n<p>\u4e0d\u8981\u6839\u636e\u5143\u7d20&#034;\u770b\u8d77\u6765\u50cf\u4ec0\u4e48&#034;\u53bb\u731c\u5b83\u7684 role\u3002Kiln \u7528 button \u6837\u5f0f\u88c5\u9970\u4e86\u5927\u91cf link&#xff0c;\u4e8e\u662f getByRole(&#034;button&#034;, { name: &#034;Get Started&#034; }) \u4f1a\u4e00\u65e0\u6240\u83b7&#xff0c;\u800c find &#034;Get Started&#034; \u4f1a\u8fd4\u56de link &#034;Get Started&#034; [ref&#061;e9]\u2014\u2014\u4e00\u6b21\u8c03\u7528\u540c\u65f6\u62ff\u5230 ref \u548c\u771f\u5b9e role\u3002\u6b63\u786e\u59ff\u52bf\u662f\u5148 find&#xff0c;\u518d\u6309\u5b83\u62a5\u544a\u7684\u5185\u5bb9\u5199 locator\u3002<\/p>\n<p>\u66f4\u8fdb\u4e00\u6b65&#xff1a;\u76f4\u63a5\u70b9\u51fb find\/snapshot \u7ed9\u51fa\u7684 ref\u3002ref \u5728\u6784\u9020\u4e0a\u5c31\u662f\u5355\u4e00\u5143\u7d20&#xff0c;\u5929\u7136\u4e0d\u53ef\u80fd\u89e6\u53d1 strict mode \u7684&#034;\u89e3\u6790\u5230\u591a\u4e2a\u5143\u7d20&#034;\u6b67\u4e49\u2014\u2014\u8fd9\u5728\u4e0b\u9762\u4e00\u8282\u4f1a\u770b\u5230\u6709\u591a\u91cd\u8981\u3002<\/p>\n<h3>\u4e00\u4e2a\u6807\u7b7e\u5bf9\u5e94\u4e24\u4e2a\u5143\u7d20&#xff1a;strict mode \u4e0e \/dev\/null \u9677\u9631<\/h3>\n<p>Kiln \u4f1a\u4e3a\u67d0\u4e2a\u83dc\u5355\u9879\u548c\u5b83\u6253\u5f00\u7684\u5bf9\u8bdd\u6846\u91cc\u7684\u63d0\u4ea4\u6309\u94ae\u590d\u7528\u540c\u4e00\u4e2a\u6807\u7b7e\u3002\u4ee5 Dataset \u9875\u9762\u7684\u6279\u91cf\u6807\u7b7e\u5de5\u5177\u680f\u4e3a\u4f8b&#xff1a;Add Tags \u65e2\u662f\u5df2\u6253\u5f00\u4e0b\u62c9\u83dc\u5355\u91cc\u7684\u4e00\u9879&#xff0c;\u53c8\u662f\u968f\u4e4b\u5f39\u51fa\u7684\u5bf9\u8bdd\u6846\u5185\u90e8\u90a3\u4e2a\u5904\u4e8e\u7981\u7528\u6001\u7684\u63d0\u4ea4\u6309\u94ae\u3002\u5bf9\u5e94\u7684\u7ec4\u4ef6\u6e90\u7801\u89c1 table_toolbar.svelte&#xff1a;\u4e00\u4e2a DaisyUI dropdown&#xff0c;\u89e6\u53d1\u5668\u662f role&#061;&#034;button&#034; \u7684 div&#xff0c;dropdown-content \u91cc\u5e76\u6392\u653e\u7740 Add Tags \u4e0e Remove Tags \u4e24\u4e2a\u6309\u94ae\u3002<\/p>\n<p>\u6240\u4ee5\u8fd9\u6837\u4e00\u6761\u547d\u4ee4&#xff1a;<\/p>\n<p>playwright-cli click &#034;getByRole(&#039;button&#039;, { name: &#039;Add Tags&#039;, exact: true })&#034;<\/p>\n<p>\u4f1a\u5931\u8d25\u5e76\u62a5 strict mode violation: \u2026 resolved to 2 elements&#xff0c;\u9519\u8bef\u4fe1\u606f\u4f1a\u5217\u51fa\u4e24\u4e2a\u5339\u914d\u4ee5\u53ca\u5404\u81ea\u7684\u6d88\u6b67 locator&#xff0c;\u800c\u5bf9\u8bdd\u6846\u6839\u672c\u6ca1\u6709\u6253\u5f00\u3002<\/p>\n<p>playwright-cli \u628a\u8fd9\u7c7b\u5931\u8d25\u6253\u5370\u5728 stdout \u4e0a\u5e76\u4ee5\u9000\u51fa\u7801 1 \u7ed3\u675f\u3002 \u771f\u6b63\u628a\u5b83\u85cf\u8d77\u6765\u7684\u56e0\u6b64\u662f &gt;\/dev\/null\u2014\u2014\u5305\u62ec\u90a3\u79cd\u4e3a\u4e86\u8f6c\u5f55\u6574\u6d01\u800c\u968f\u624b\u7ed9\u6bcf\u6761\u547d\u4ee4\u90fd\u52a0\u4e0a\u7684 &gt;\/dev\/null 2&gt;&amp;1\u3002\u5b9e\u6d4b\u5bf9\u7167&#xff1a;<\/p>\n<table>\n<tr>\u91cd\u5b9a\u5411\u65b9\u5f0f\u4f60\u80fd\u770b\u5230\u4ec0\u4e48<\/tr>\n<tbody>\n<tr>\n<td>\u65e0\u91cd\u5b9a\u5411&#xff0c;\u6216 2&gt;\/dev\/null<\/td>\n<td>\u5b8c\u6574\u7684 strict-mode \u9519\u8bef<\/td>\n<\/tr>\n<tr>\n<td>1&gt;\/dev\/null&#xff0c;\u6216 &gt;\/dev\/null 2&gt;&amp;1<\/td>\n<td>\u4ec0\u4e48\u90fd\u6ca1\u6709<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u6240\u6709\u60c5\u51b5\u4e0b\u9000\u51fa\u7801\u90fd\u662f 1\u3002\u5982\u679c\u975e\u8981\u4e22\u5f03\u8f93\u51fa&#xff0c;\u5c31\u53bb\u68c0\u67e5 $?\u2014\u2014\u4e00\u4e2a&#034;\u770b\u8d77\u6765\u4ec0\u4e48\u90fd\u6ca1\u70b9\u4e2d&#034;\u7684\u5931\u8d25\u70b9\u51fb&#xff0c;\u5c31\u662f\u4e24\u884c\u7684 locator \u4fee\u590d\u62d6\u6210\u4e00\u4e0b\u5348\u9519\u8bef\u731c\u6d4b\u7684\u5178\u578b\u8d77\u70b9\u3002<\/p>\n<p>\u5b9a\u4f4d\u5668\u672c\u8eab\u7684\u4fee\u590d\u65b9\u6848\u662f\u5148 find\u3001\u70b9 ref&#xff1a;<\/p>\n<p>playwright-cli click &#034;div.dropdown [role&#061;button]&#034;   # \u6253\u5f00\u83dc\u5355<br \/>\nplaywright-cli find &#034;Add Tags&#034;                      # 3 \u4e2a\u5339\u914d&#xff0c;\u5176\u4e2d\u6070\u597d 1 \u4e2a\u5e26 ref<br \/>\nplaywright-cli click f1e369                         # \u6253\u5f00\u5bf9\u8bdd\u6846<\/p>\n<p>find \u5bf9\u8be5\u6807\u7b7e\u62a5\u544a\u4e09\u4e2a\u5339\u914d&#xff0c;\u5176\u4e2d\u6070\u597d\u4e00\u4e2a\u5e26 ref&#xff1a;\u5c31\u662f\u90a3\u4e2a\u83dc\u5355\u9879\u3002\u8303\u56f4\u9650\u5b9a&#xff08;scoping&#xff09;\u4e5f\u53ef\u4ee5&#xff0c;\u53ea\u8981\u8303\u56f4\u8db3\u591f\u7a84\u5230\u552f\u4e00&#xff0c;\u6bd4\u5982 &#034;.dropdown-content button &gt;&gt; nth&#061;0&#034;&#xff1b;\u800c\u5149\u79c3\u79c3\u7684 &#034;.dropdown-content button&#034; \u672c\u8eab\u5c31\u662f strict-mode \u8fdd\u89c4&#xff0c;\u56e0\u4e3a\u83dc\u5355\u91cc\u540c\u65f6\u88c5\u7740 Add Tags \u548c Remove Tags\u3002<\/p>\n<p>\u51e0\u4e2a\u503c\u5f97\u6ce8\u610f\u7684\u8fb9\u754c\u884c\u4e3a&#xff1a;<\/p>\n<ul>\n<li>\u83dc\u5355\u5728\u547d\u4ee4\u4e4b\u95f4\u4fdd\u6301\u6253\u5f00\u72b6\u6001\u3002 playwright-cli \u7ef4\u6301\u5355\u4e00\u6301\u4e45\u4f1a\u8bdd\u3001\u89e6\u53d1\u5668\u4fdd\u6301\u7126\u70b9&#xff0c;\u6240\u4ee5\u4e00\u6761\u547d\u4ee4\u6253\u5f00\u7684 DaisyUI dropdown \u5bf9\u4e0b\u4e00\u6761\u547d\u4ee4\u6765\u8bf4\u4ecd\u7136\u5f00\u7740\u3001\u53ef\u89c1\u3001\u4ecd\u5728\u65e0\u969c\u788d\u6811\u91cc\u2014\u2014\u4e0a\u9762\u90a3\u6bb5\u5e8f\u5217\u5c31\u662f\u4e09\u4e2a\u666e\u901a\u7684\u72ec\u7acb\u8fdb\u7a0b\u3002run-code \u91cc&#034;\u7ed5\u8fc7\u9875\u9762\u76f4\u63a5 click&#034;\u662f\u6700\u540e\u624b\u6bb5&#xff1a;\u5b83\u7ed5\u8fc7\u4e86 Playwright \u7684 actionability \u68c0\u67e5&#xff0c;\u4e0e&#034;\u50cf\u7528\u6237\u4e00\u6837\u9a71\u52a8 UI&#034;\u80cc\u9053\u800c\u9a70\u3002<\/li>\n<li>\u8981\u5148\u6253\u5f00\u83dc\u5355\u518d\u70b9\u83dc\u5355\u9879\u3002 \u83dc\u5355\u5173\u95ed\u65f6&#xff0c;\u83dc\u5355\u9879\u662f visibility: hidden&#xff0c;\u6b64\u65f6\u540c\u6837\u7684 locator \u6070\u597d\u89e3\u6790\u5230\u552f\u4e00\u5143\u7d20\u2014\u2014\u5bf9\u8bdd\u6846\u91cc\u90a3\u4e2a\u7981\u7528\u63d0\u4ea4\u6309\u94ae\u2014\u2014\u4e8e\u662f\u4f60\u5f97\u5230\u4e00\u4e2a\u5b8c\u5168\u4e0d\u540c\u7684\u5931\u8d25&#xff1a;5 \u79d2\u8d85\u65f6\u540e\u62a5 element is not enabled\u3002\u540c\u6837\u7684\u6807\u7b7e\u3001\u540c\u6837\u7684\u547d\u4ee4&#xff0c;\u8bca\u65ad\u5374\u6beb\u4e0d\u76f8\u5e72\u3002<\/li>\n<li>\u5de5\u5177\u680f\u4e0a\u5e76\u975e\u6bcf\u4e2a\u63a7\u4ef6\u90fd\u662f\u83dc\u5355\u3002 \u53ea\u6709\u6807\u7b7e\u63a7\u4ef6\u662f dropdown&#xff1b;\u5b83\u65c1\u8fb9\u7684\u5220\u9664\u6309\u94ae\u5355\u51fb\u5373\u76f4\u63a5\u6253\u5f00 modal&#xff08;\u5bf9\u5e94 table_toolbar.svelte \u4e2d\u72ec\u7acb\u4e8e dropdown \u7684\u5220\u9664\u6309\u94ae&#xff09;\u3002<\/li>\n<\/ul>\n<h3>\u6298\u53e0\u7684 &#034;Advanced Options&#034; \u4f1a\u628a\u5b57\u6bb5\u85cf\u8fdb find \u7684\u76f2\u533a<\/h3>\n<p>Kiln \u7684 Collapse \u7ec4\u4ef6\u5c31\u662f\u4e00\u4e2a checkbox \u52a0\u4e00\u4e2a\u9690\u85cf\u9762\u677f&#xff0c;\u6e90\u7801\u89c1 collapse.svelte&#xff1a;DaisyUI \u7684 collapse \u7ed3\u6784&#xff0c;&lt;input type&#061;&#034;checkbox&#034; bind:checked&#061;{open}&gt; \u63a7\u5236 .collapse-content \u7684\u5c55\u5f00\u3002\u95ed\u5408\u72b6\u6001\u4e0b\u9762\u677f\u91cc\u7684\u5b57\u6bb5\u5728 DOM \u4e2d\u5b58\u5728\u4f46 visibility: hidden\u2014\u2014snapshot \u548c find \u56e0\u6b64\u5b8c\u5168\u4e0d\u4f1a\u62a5\u544a\u5b83\u4eec\u3002<\/p>\n<p>\u63a8\u8bba&#xff1a;find &#034;Extractor Name&#034; \u8fd4\u56de\u7a7a\u610f\u5473\u7740\u8be5\u533a\u6bb5\u662f\u6298\u53e0\u7684&#xff0c;\u4e0d\u4ee3\u8868\u5b57\u6bb5\u4e0d\u5b58\u5728\u3002\u7528 checkbox \u800c\u4e0d\u662f\u6807\u7b7e\u6587\u672c\u6765\u786e\u8ba4\u72b6\u6001&#xff1a;<\/p>\n<p>playwright-cli eval &#034;() &#061;&gt; { const d&#061;[&#8230;document.querySelectorAll(&#039;dialog&#039;)].filter(x&#061;&gt;x.open)[0]; return d.querySelector(&#039;input[type&#061;checkbox]&#039;).checked }&#034;<\/p>\n<p>\u56e0\u4e3a\u6bcf\u6b21\u70b9\u51fb\u90fd\u4f1a\u5207\u6362 checkbox&#xff0c;\u4e00\u6b21&#034;\u770b\u8d77\u6765\u6ca1\u751f\u6548&#034;\u7684\u70b9\u51fb\u7d27\u8ddf\u7b2c\u4e8c\u6b21\u70b9\u51fb&#xff0c;\u4f1a\u628a\u72b6\u6001\u539f\u6837\u5e26\u56de\u8d77\u70b9\u3002\u66f4\u7a33\u7684\u505a\u6cd5\u662f\u70b9\u51fb\u6253\u5f00\u7684\u5bf9\u8bdd\u6846\u5185\u90e8\u7684 checkbox\u2014\u2014&#034;dialog[open] .collapse input[type&#061;checkbox]&#034;\u2014\u2014\u5b83\u65e0\u6b67\u4e49&#xff1b;\u800c\u6807\u7b7e\u7684 ref \u5728\u5468\u56f4\u8868\u5355\u91cd\u6e32\u67d3\u4e4b\u540e\u53ef\u80fd\u5df2\u7ecf\u5931\u6548\u3002<\/p>\n<h3>\u5c0f\u7ed3&#xff1a;\u53ef\u6838\u9a8c\u7684\u5173\u952e\u8def\u5f84<\/h3>\n<table>\n<tr>\u4e3b\u9898\u4f9d\u636e\u4f4d\u7f6e<\/tr>\n<tbody>\n<tr>\n<td>\u6c99\u7bb1\u670d\u52a1\u5668\u811a\u672c\u3001\u7aef\u53e3\u4e0e\u6570\u636e\u9694\u79bb<\/td>\n<td>.agents\/scripts\/playwright_server.sh<\/td>\n<\/tr>\n<tr>\n<td>\u547d\u4ee4\u9762\u4e0e\u672c\u6587\u5404\u9677\u9631\u7684\u539f\u59cb\u63cf\u8ff0<\/td>\n<td>.agents\/skills\/playwright\/references\/driving_the_ui.md<\/td>\n<\/tr>\n<tr>\n<td>\u79cd\u5b50 fixture \u5185\u5bb9\u4e0e provider \u8bf4\u660e<\/td>\n<td>.agents\/skills\/playwright\/references\/seeded_project.md<\/td>\n<\/tr>\n<tr>\n<td>ui_state \u7ed3\u6784\u4e0e localStorage \u6301\u4e45\u5316<\/td>\n<td>stores.ts<\/td>\n<\/tr>\n<tr>\n<td>Add Tags\/Remove Tags \u5de5\u5177\u680f\u7ec4\u4ef6<\/td>\n<td>table_toolbar.svelte<\/td>\n<\/tr>\n<tr>\n<td>Collapse \u7ec4\u4ef6&#xff08;checkbox &#043; 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