chore(version): bump version to 0.0.21

docs: models recommendation
fix: update Qwen patch condition for model name
2026-01-13 15:18:50 +08:00 · 2026-01-13 15:17:43 +08:00 · 2026-01-13 15:07:01 +08:00 · 2026-01-13 15:04:03 +08:00 · 2026-01-13 14:30:02 +08:00 · 2026-01-13 14:27:23 +08:00
19 changed files with 618 additions and 756 deletions
@@ -123,4 +123,5 @@ Query params configure `PageAgentConfig` in `src/umd.ts`.
 - Explicit typing for exported/public APIs
 - ESLint relaxes some unsafe rules for rapid iteration
 - Every change you make should not only implement the desired functionality but also improve the quality of the codebase
 - All code and comments must be in English.
@@ -1,12 +1,12 @@
 {
 	"name": "root",
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"lockfileVersion": 3,
 	"requires": true,
 	"packages": {
 		"": {
 			"name": "root",
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"license": "MIT",
 			"workspaces": [
 				"packages/page-controller",
@@ -16,28 +16,28 @@
 				"packages/website"
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 				"@eslint/js": "^9.39.2",
 				"@microsoft/api-extractor": "^7.55.2",
-				"@trivago/prettier-plugin-sort-imports": "^6.0.1",
+				"@trivago/prettier-plugin-sort-imports": "^6.0.2",
-				"@types/node": "^25.0.3",
+				"@types/node": "^25.0.7",
 				"concurrently": "^9.2.1",
 				"dotenv": "^17.2.3",
 				"eslint": "^9.39.2",
 				"eslint-config-prettier": "^10.1.8",
-				"eslint-plugin-react-dom": "^2.5.1",
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 				"eslint-plugin-react-hooks": "^7.0.1",
 				"eslint-plugin-react-refresh": "^0.4.26",
-				"eslint-plugin-react-x": "^2.5.1",
+				"eslint-plugin-react-x": "^2.5.7",
-				"globals": "^16.4.0",
+				"globals": "^17.0.0",
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 				"prettier": "^3.7.4",
 				"typescript": "^5.9.3",
-				"typescript-eslint": "^8.52.0",
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 			"license": "MIT",
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@@ -338,13 +338,13 @@
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@@ -352,13 +352,13 @@
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@@ -366,13 +366,13 @@
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@@ -394,13 +394,13 @@
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@@ -408,13 +408,13 @@
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-			"resolved": "https://registry.npmjs.org/@commitlint/is-ignored/-/is-ignored-20.2.0.tgz",
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@@ -422,32 +422,32 @@
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@@ -559,9 +559,9 @@
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+				"@eslint-react/var": "2.5.7",
-				"@typescript-eslint/scope-manager": "^8.51.0",
+				"@typescript-eslint/scope-manager": "^8.53.0",
-				"@typescript-eslint/types": "^8.51.0",
+				"@typescript-eslint/types": "^8.53.0",
-				"@typescript-eslint/utils": "^8.51.0",
+				"@typescript-eslint/utils": "^8.53.0",
 				"compare-versions": "^6.1.1",
 				"string-ts": "^2.3.1",
 				"ts-pattern": "^5.9.0"
@@ -4917,21 +4917,21 @@
 			}
 		},
 		"node_modules/eslint-plugin-react-x": {
-			"version": "2.5.1",
+			"version": "2.5.7",
-			"resolved": "https://registry.npmjs.org/eslint-plugin-react-x/-/eslint-plugin-react-x-2.5.1.tgz",
+			"resolved": "https://registry.npmjs.org/eslint-plugin-react-x/-/eslint-plugin-react-x-2.5.7.tgz",
-			"integrity": "sha512-w3KtEG8M7sFRh/psUmep3H+i2O/5Nn9wI8GXjlqzwp8zLb4ax66Ue+1oecLTzY/0j/M1xRfB3hzk5oio54RwLA==",
+			"integrity": "sha512-EU+h7eUHNg9ikLaGOa0Tjsc/o4FO2KdyT3M97TkQmaKc9tzpcy8nlPQp/czBMbUuxAgbj2495wzOvCZ0fEK4mw==",
 			"dev": true,
 			"license": "MIT",
 			"dependencies": {
-				"@eslint-react/ast": "2.5.1",
+				"@eslint-react/ast": "2.5.7",
-				"@eslint-react/core": "2.5.1",
+				"@eslint-react/core": "2.5.7",
-				"@eslint-react/eff": "2.5.1",
+				"@eslint-react/eff": "2.5.7",
-				"@eslint-react/shared": "2.5.1",
+				"@eslint-react/shared": "2.5.7",
-				"@eslint-react/var": "2.5.1",
+				"@eslint-react/var": "2.5.7",
-				"@typescript-eslint/scope-manager": "^8.51.0",
+				"@typescript-eslint/scope-manager": "^8.53.0",
-				"@typescript-eslint/type-utils": "^8.51.0",
+				"@typescript-eslint/type-utils": "^8.53.0",
-				"@typescript-eslint/types": "^8.51.0",
+				"@typescript-eslint/types": "^8.53.0",
-				"@typescript-eslint/utils": "^8.51.0",
+				"@typescript-eslint/utils": "^8.53.0",
 				"compare-versions": "^6.1.1",
 				"is-immutable-type": "^5.0.1",
 				"string-ts": "^2.3.1",
@@ -5310,13 +5310,13 @@
 			"license": "ISC"
 		},
 		"node_modules/framer-motion": {
-			"version": "12.24.0",
+			"version": "12.26.1",
-			"resolved": "https://registry.npmjs.org/framer-motion/-/framer-motion-12.24.0.tgz",
+			"resolved": "https://registry.npmjs.org/framer-motion/-/framer-motion-12.26.1.tgz",
-			"integrity": "sha512-ggTMRkIDPc76lHmM+dRT1MmVfFV6t/y+jkWjWuzR7FG5xRvnAAl/5wFPjzSkLE8Nu5E5uIQRCNxmIXtWJVo6XQ==",
+			"integrity": "sha512-Uzc8wGldU4FpmGotthjjcj0SZhigcODjqvKT7lzVZHsmYkzQMFfMIv0vHQoXCeoe/Ahxqp4by4A6QbzFA/lblw==",
 			"license": "MIT",
 			"dependencies": {
-				"motion-dom": "^12.24.0",
+				"motion-dom": "^12.24.11",
-				"motion-utils": "^12.23.28",
+				"motion-utils": "^12.24.10",
 				"tslib": "^2.4.0"
 			},
 			"peerDependencies": {
@@ -5457,9 +5457,9 @@
 			}
 		},
 		"node_modules/globals": {
-			"version": "16.5.0",
+			"version": "17.0.0",
-			"resolved": "https://registry.npmjs.org/globals/-/globals-16.5.0.tgz",
+			"resolved": "https://registry.npmjs.org/globals/-/globals-17.0.0.tgz",
-			"integrity": "sha512-c/c15i26VrJ4IRt5Z89DnIzCGDn9EcebibhAOjw5ibqEHsE1wLUgkPn9RDmNcUKyU87GeaL633nyJ+pplFR2ZQ==",
+			"integrity": "sha512-gv5BeD2EssA793rlFWVPMMCqefTlpusw6/2TbAVMy0FzcG8wKJn4O+NqJ4+XWmmwrayJgw5TzrmWjFgmz1XPqw==",
 			"dev": true,
 			"license": "MIT",
 			"engines": {
@@ -5543,9 +5543,9 @@
 			}
 		},
 		"node_modules/i18next": {
-			"version": "25.7.3",
+			"version": "25.7.4",
-			"resolved": "https://registry.npmjs.org/i18next/-/i18next-25.7.3.tgz",
+			"resolved": "https://registry.npmjs.org/i18next/-/i18next-25.7.4.tgz",
-			"integrity": "sha512-2XaT+HpYGuc2uTExq9TVRhLsso+Dxym6PWaKpn36wfBmTI779OQ7iP/XaZHzrnGyzU4SHpFrTYLKfVyBfAhVNA==",
+			"integrity": "sha512-hRkpEblXXcXSNbw8mBNq9042OEetgyB/ahc/X17uV/khPwzV+uB8RHceHh3qavyrkPJvmXFKXME2Sy1E0KjAfw==",
 			"dev": true,
 			"funding": [
 				{
@@ -6523,12 +6523,12 @@
 			}
 		},
 		"node_modules/motion": {
-			"version": "12.24.0",
+			"version": "12.26.1",
-			"resolved": "https://registry.npmjs.org/motion/-/motion-12.24.0.tgz",
+			"resolved": "https://registry.npmjs.org/motion/-/motion-12.26.1.tgz",
-			"integrity": "sha512-FAnpl/DhCFct3p+T2hCjAY95w+3EggUk3b8Ql4jQ6mmdRbEaGD1000goqWeEYVoD7mqx9H0As9ORmRADD4LQAw==",
+			"integrity": "sha512-IVhzx9HOQTiJ9ykthMOlZPnLwrkXziN5Q/yebsqBYlFJb2rHP8yhmKc8O/YUT9byPJlxOeqkzfNYCrVKZx8vqg==",
 			"license": "MIT",
 			"dependencies": {
-				"framer-motion": "^12.24.0",
+				"framer-motion": "^12.26.1",
 				"tslib": "^2.4.0"
 			},
 			"peerDependencies": {
@@ -6549,18 +6549,18 @@
 			}
 		},
 		"node_modules/motion-dom": {
-			"version": "12.24.0",
+			"version": "12.24.11",
-			"resolved": "https://registry.npmjs.org/motion-dom/-/motion-dom-12.24.0.tgz",
+			"resolved": "https://registry.npmjs.org/motion-dom/-/motion-dom-12.24.11.tgz",
-			"integrity": "sha512-RD2kZkFd/GH4fITI8IJvypGgn0vIu5vkrJaXIAkYqORGs5P0CKDHKNvswmoY1H+tbUAOPSh6VtUqoAmc/3Gvig==",
+			"integrity": "sha512-DlWOmsXMJrV8lzZyd+LKjG2CXULUs++bkq8GZ2Sr0R0RRhs30K2wtY+LKiTjhmJU3W61HK+rB0GLz6XmPvTA1A==",
 			"license": "MIT",
 			"dependencies": {
-				"motion-utils": "^12.23.28"
+				"motion-utils": "^12.24.10"
 			}
 		},
 		"node_modules/motion-utils": {
-			"version": "12.23.28",
+			"version": "12.24.10",
-			"resolved": "https://registry.npmjs.org/motion-utils/-/motion-utils-12.23.28.tgz",
+			"resolved": "https://registry.npmjs.org/motion-utils/-/motion-utils-12.24.10.tgz",
-			"integrity": "sha512-0W6cWd5Okoyf8jmessVK3spOmbyE0yTdNKujHctHH9XdAE4QDuZ1/LjSXC68rrhsJU+TkzXURC5OdSWh9ibOwQ==",
+			"integrity": "sha512-x5TFgkCIP4pPsRLpKoI86jv/q8t8FQOiM/0E8QKBzfMozWHfkKap2gA1hOki+B5g3IsBNpxbUnfOum1+dgvYww==",
 			"license": "MIT"
 		},
 		"node_modules/ms": {
@@ -6935,9 +6935,9 @@
 			}
 		},
 		"node_modules/react-i18next": {
-			"version": "16.5.1",
+			"version": "16.5.2",
-			"resolved": "https://registry.npmjs.org/react-i18next/-/react-i18next-16.5.1.tgz",
+			"resolved": "https://registry.npmjs.org/react-i18next/-/react-i18next-16.5.2.tgz",
-			"integrity": "sha512-Hks6UIRZWW4c+qDAnx1csVsCGYeIR4MoBGQgJ+NUoNnO6qLxXuf8zu0xdcinyXUORgGzCdRsexxO1Xzv3sTdnw==",
+			"integrity": "sha512-GG/SBVxx9dvrO1uCs8VYdKfOP8NEBUhNP+2VDQLCifRJ8DL1qPq296k2ACNGyZMDe7iyIlz/LMJTQOs8HXSRvw==",
 			"dev": true,
 			"license": "MIT",
 			"dependencies": {
@@ -7174,9 +7174,9 @@
 			}
 		},
 		"node_modules/simple-icons": {
-			"version": "16.4.0",
+			"version": "16.5.0",
-			"resolved": "https://registry.npmjs.org/simple-icons/-/simple-icons-16.4.0.tgz",
+			"resolved": "https://registry.npmjs.org/simple-icons/-/simple-icons-16.5.0.tgz",
-			"integrity": "sha512-8CKtCvx1Zq3L0CBsR4RR1MjGCXkXbzdspwl2yCxs8oWkstbzj2+DatRKDee/tuj3Ffd/2CDzwEky9RgG2yggew==",
+			"integrity": "sha512-72nn0oHADKx6Hknu7q6M0vfL8LiCUMKABOHane2+4xdqaFBSHfNNBjuZioihiqVQMz7IvVle4NKAM0IlXvl/9A==",
 			"funding": [
 				{
 					"type": "opencollective",
@@ -7577,16 +7577,16 @@
 			}
 		},
 		"node_modules/typescript-eslint": {
-			"version": "8.52.0",
+			"version": "8.53.0",
-			"resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.52.0.tgz",
+			"resolved": "https://registry.npmjs.org/typescript-eslint/-/typescript-eslint-8.53.0.tgz",
-			"integrity": "sha512-atlQQJ2YkO4pfTVQmQ+wvYQwexPDOIgo+RaVcD7gHgzy/IQA+XTyuxNM9M9TVXvttkF7koBHmcwisKdOAf2EcA==",
+			"integrity": "sha512-xHURCQNxZ1dsWn0sdOaOfCSQG0HKeqSj9OexIxrz6ypU6wHYOdX2I3D2b8s8wFSsSOYJb+6q283cLiLlkEsBYw==",
 			"dev": true,
 			"license": "MIT",
 			"dependencies": {
-				"@typescript-eslint/eslint-plugin": "8.52.0",
+				"@typescript-eslint/eslint-plugin": "8.53.0",
-				"@typescript-eslint/parser": "8.52.0",
+				"@typescript-eslint/parser": "8.53.0",
-				"@typescript-eslint/typescript-estree": "8.52.0",
+				"@typescript-eslint/typescript-estree": "8.53.0",
-				"@typescript-eslint/utils": "8.52.0"
+				"@typescript-eslint/utils": "8.53.0"
 			},
 			"engines": {
 				"node": "^18.18.0 || ^20.9.0 || >=21.1.0"
@@ -7772,9 +7772,9 @@
 			}
 		},
 		"node_modules/vite": {
-			"version": "7.3.0",
+			"version": "7.3.1",
-			"resolved": "https://registry.npmjs.org/vite/-/vite-7.3.0.tgz",
+			"resolved": "https://registry.npmjs.org/vite/-/vite-7.3.1.tgz",
-			"integrity": "sha512-dZwN5L1VlUBewiP6H9s2+B3e3Jg96D0vzN+Ry73sOefebhYr9f94wwkMNN/9ouoU8pV1BqA1d1zGk8928cx0rg==",
+			"integrity": "sha512-w+N7Hifpc3gRjZ63vYBXA56dvvRlNWRczTdmCBBa+CotUzAPf5b7YMdMR/8CQoeYE5LX3W4wj6RYTgonm1b9DA==",
 			"dev": true,
 			"license": "MIT",
 			"dependencies": {
@@ -8142,7 +8142,7 @@
 		},
 		"packages/llms": {
 			"name": "@page-agent/llms",
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"license": "MIT",
 			"dependencies": {
 				"chalk": "^5.6.2",
@@ -8150,32 +8150,32 @@
 			}
 		},
 		"packages/page-agent": {
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"license": "MIT",
 			"dependencies": {
-				"@page-agent/llms": "0.0.20",
+				"@page-agent/llms": "0.0.21",
-				"@page-agent/page-controller": "0.0.20",
+				"@page-agent/page-controller": "0.0.21",
-				"@page-agent/ui": "0.0.20",
+				"@page-agent/ui": "0.0.21",
 				"chalk": "^5.6.2",
 				"zod": "^4.3.5"
 			}
 		},
 		"packages/page-controller": {
 			"name": "@page-agent/page-controller",
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"license": "MIT"
 		},
 		"packages/ui": {
 			"name": "@page-agent/ui",
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"license": "MIT",
 			"dependencies": {
-				"ai-motion": "^0.4.7"
+				"ai-motion": "^0.4.8"
 			}
 		},
 		"packages/website": {
 			"name": "@page-agent/website",
-			"version": "0.0.20",
+			"version": "0.0.21",
 			"dependencies": {
 				"@radix-ui/react-icons": "^1.3.2",
 				"@radix-ui/react-separator": "^1.1.8",
@@ -8185,23 +8185,23 @@
 				"class-variance-authority": "^0.7.1",
 				"clsx": "^2.1.1",
 				"lucide-react": "^0.562.0",
-				"motion": "^12.24.0",
+				"motion": "^12.26.1",
 				"next-themes": "^0.4.6",
 				"rough-notation": "^0.5.1",
-				"simple-icons": "^16.4.0",
+				"simple-icons": "^16.5.0",
 				"sonner": "^2.0.7",
 				"tailwind-merge": "^3.4.0"
 			},
 			"devDependencies": {
 				"@tailwindcss/vite": "^4.1.18",
-				"@types/react": "^19.2.2",
+				"@types/react": "^19.2.8",
 				"@types/react-dom": "^19.2.1",
 				"@vitejs/plugin-react-swc": "^4.1.0",
-				"i18next": "^25.7.3",
+				"i18next": "^25.7.4",
 				"i18next-browser-languagedetector": "^8.2.0",
 				"react": "^19.2.3",
 				"react-dom": "^19.2.3",
-				"react-i18next": "^16.5.1",
+				"react-i18next": "^16.5.2",
 				"tailwindcss": "^4.1.14",
 				"tw-animate-css": "^1.4.0",
 				"wouter": "^3.9.0"
@@ -1,7 +1,7 @@
 {
 	"name": "root",
 	"private": true,
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"workspaces": [
 		"packages/page-controller",
@@ -34,28 +34,28 @@
 		"prepare": "husky"
 	},
 	"devDependencies": {
-		"@commitlint/cli": "^20.3.0",
+		"@commitlint/cli": "^20.3.1",
-		"@commitlint/config-conventional": "^20.3.0",
+		"@commitlint/config-conventional": "^20.3.1",
 		"@eslint/js": "^9.39.2",
 		"@microsoft/api-extractor": "^7.55.2",
-		"@trivago/prettier-plugin-sort-imports": "^6.0.1",
+		"@trivago/prettier-plugin-sort-imports": "^6.0.2",
-		"@types/node": "^25.0.3",
+		"@types/node": "^25.0.7",
 		"concurrently": "^9.2.1",
 		"dotenv": "^17.2.3",
 		"eslint": "^9.39.2",
 		"eslint-config-prettier": "^10.1.8",
-		"eslint-plugin-react-dom": "^2.5.1",
+		"eslint-plugin-react-dom": "^2.5.7",
 		"eslint-plugin-react-hooks": "^7.0.1",
 		"eslint-plugin-react-refresh": "^0.4.26",
-		"eslint-plugin-react-x": "^2.5.1",
+		"eslint-plugin-react-x": "^2.5.7",
-		"globals": "^16.4.0",
+		"globals": "^17.0.0",
 		"husky": "^9.1.7",
 		"lint-staged": "^16.2.4",
 		"prettier": "^3.7.4",
 		"typescript": "^5.9.3",
-		"typescript-eslint": "^8.52.0",
+		"typescript-eslint": "^8.53.0",
 		"unplugin-dts": "^1.0.0-beta.6",
-		"vite": "^7.3.0",
+		"vite": "^7.3.1",
 		"vite-plugin-css-injected-by-js": "^3.5.2"
 	},
 	"lint-staged": {
@@ -1,6 +1,6 @@
 {
 	"name": "@page-agent/llms",
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"main": "./dist/lib/page-agent-llms.js",
 	"module": "./dist/lib/page-agent-llms.js",
@@ -1,60 +1,58 @@
 /**
 * OpenAI Client implementation
 * @note This client is only for demonstrating how to implement a LLM client.
 * @note Use OpenAILenientClient instead.
 */
 import { InvokeError, InvokeErrorType } from './errors'
-import type { InvokeResult, LLMClient, LLMConfig, Message, Tool } from './types'
+import type { InvokeOptions, InvokeResult, LLMClient, LLMConfig, Message, Tool } from './types'
 import { modelPatch, zodToOpenAITool } from './utils'
 /**
- * @deprecated Use OpenAILenientClient instead.
+ * Client for OpenAI compatible APIs
 */
 export class OpenAIClient implements LLMClient {
-	config: LLMConfig
+	config: Required<LLMConfig>
 	private fetch: typeof globalThis.fetch
-	constructor(config: LLMConfig) {
+	constructor(config: Required<LLMConfig>) {
 		this.config = config
 		this.fetch = config.customFetch
 	}
 	async invoke(
 		messages: Message[],
 		tools: Record<string, Tool>,
-		abortSignal?: AbortSignal
+		abortSignal?: AbortSignal,
 		options?: InvokeOptions
 	): Promise<InvokeResult> {
 		// 1. Convert tools to OpenAI format
-		const openaiTools = Object.entries(tools).map(([name, tool]) => zodToOpenAITool(name, tool))
+		const openaiTools = Object.entries(tools).map(([name, t]) => zodToOpenAITool(name, t))
 		// Build request body
 		const requestBody: Record<string, unknown> = {
 			model: this.config.model,
 			temperature: this.config.temperature,
 			messages,
 			tools: openaiTools,
 			parallel_tool_calls: false,
 			// Require tool call: specific tool if provided, otherwise any tool
 			tool_choice: options?.toolChoiceName
 				? { type: 'function', function: { name: options.toolChoiceName } }
 				: 'required',
 		}
 		// 2. Call API
 		let response: Response
 		try {
-			response = await fetch(`${this.config.baseURL}/chat/completions`, {
+			response = await this.fetch(`${this.config.baseURL}/chat/completions`, {
 				method: 'POST',
 				headers: {
 					'Content-Type': 'application/json',
 					Authorization: `Bearer ${this.config.apiKey}`,
 				},
-				body: JSON.stringify(
+				body: JSON.stringify(modelPatch(requestBody)),
 					modelPatch({
 						model: this.config.model,
 						temperature: this.config.temperature,
 						messages,
 						tools: openaiTools,
 						// tool_choice: 'required',
 						tool_choice: { type: 'function', function: { name: 'AgentOutput' } },
 						// model specific params
 						// reasoning_effort: 'minimal',
 						// verbosity: 'low',
 						parallel_tool_calls: false,
 					})
 				),
 				signal: abortSignal,
 			})
 		} catch (error: unknown) {
-			// Network error
+			console.error(error)
 			throw new InvokeError(InvokeErrorType.NETWORK_ERROR, 'Network request failed', error)
 		}
@@ -92,77 +90,94 @@ export class OpenAIClient implements LLMClient {
 			)
 		}
 		// 4. Parse and validate response
 		const data = await response.json()
 		// 4. Check finish_reason
 		const choice = data.choices?.[0]
 		if (!choice) {
 			throw new InvokeError(InvokeErrorType.UNKNOWN, 'No choices in response', data)
 		}
 		// Check finish_reason
 		switch (choice.finish_reason) {
 			case 'tool_calls':
-				// ✅ Normal
+			case 'function_call': // gemini
 			case 'stop': // some models use this even with tool calls
 				break
 			case 'length':
 				// ⚠️ Token limit reached
 				throw new InvokeError(
 					InvokeErrorType.CONTEXT_LENGTH,
-					'Response truncated: max tokens reached',
+					'Response truncated: max tokens reached'
 					data
 				)
 			case 'content_filter':
-				// ❌ Content filtered
+				throw new InvokeError(InvokeErrorType.CONTENT_FILTER, 'Content filtered by safety system')
 				throw new InvokeError(
 					InvokeErrorType.CONTENT_FILTER,
 					'Content filtered by safety system',
 					data
 				)
 			case 'stop':
 				// ❌ Did not call tool (we require tool call)
 				throw new InvokeError(InvokeErrorType.NO_TOOL_CALL, 'Model did not call any tool', data)
 			default:
 				throw new InvokeError(
 					InvokeErrorType.UNKNOWN,
-					`Unexpected finish_reason: ${choice.finish_reason}`,
+					`Unexpected finish_reason: ${choice.finish_reason}`
 					data
 				)
 		}
-		// 5. Parse tool call
+		// Apply normalizeResponse if provided (for fixing format issues automatically)
-		const toolCall = choice.message?.tool_calls?.[0]
+		const normalizedData = options?.normalizeResponse ? options.normalizeResponse(data) : data
-		if (!toolCall) {
+		const normalizedChoice = (normalizedData as any).choices?.[0]
 			throw new InvokeError(InvokeErrorType.NO_TOOL_CALL, 'No tool call found in response', data)
 		}
-		const toolName = toolCall.function.name
+		// Get tool name from response
-		const tool = tools[toolName]
+		const toolCallName = normalizedChoice?.message?.tool_calls?.[0]?.function?.name
-		if (!tool) {
+		if (!toolCallName) {
 			throw new InvokeError(InvokeErrorType.UNKNOWN, `Tool ${toolName} not found`, data)
 		}
 		// 6. Parse and validate arguments
 		let toolArgs: unknown
 		try {
 			toolArgs = JSON.parse(toolCall.function.arguments)
 		} catch (e) {
 			throw new InvokeError(InvokeErrorType.INVALID_TOOL_ARGS, 'Invalid JSON in tool arguments', e)
 		}
 		// Validate against zod schema
 		const validation = tool.inputSchema.safeParse(toolArgs)
 		if (!validation.success) {
 			throw new InvokeError(
-				InvokeErrorType.INVALID_TOOL_ARGS,
+				InvokeErrorType.NO_TOOL_CALL,
-				`Tool arguments validation failed: ${validation.error.message}`,
+				'No tool call found in response',
-				validation.error
+				normalizedData
 			)
 		}
-		// 7. Execute tool
+		const tool = tools[toolCallName]
 		if (!tool) {
 			throw new InvokeError(
 				InvokeErrorType.UNKNOWN,
 				`Tool "${toolCallName}" not found in tools`,
 				normalizedData
 			)
 		}
 		// Extract and parse tool arguments
 		const argString = normalizedChoice.message?.tool_calls?.[0]?.function?.arguments
 		if (!argString) {
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				'No tool call arguments found',
 				normalizedData
 			)
 		}
 		let parsedArgs: unknown
 		try {
 			parsedArgs = JSON.parse(argString)
 		} catch (error) {
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				'Failed to parse tool arguments as JSON',
 				error
 			)
 		}
 		// Validate with schema
 		const validation = tool.inputSchema.safeParse(parsedArgs)
 		if (!validation.success) {
 			console.error(validation.error)
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				'Tool arguments validation failed',
 				validation.error
 			)
 		}
 		const toolInput = validation.data
 		// 5. Execute tool
 		let toolResult: unknown
 		try {
-			toolResult = await tool.execute(validation.data)
+			toolResult = await tool.execute(toolInput)
 		} catch (e) {
 			throw new InvokeError(
 				InvokeErrorType.TOOL_EXECUTION_ERROR,
@@ -171,12 +186,11 @@ export class OpenAIClient implements LLMClient {
 			)
 		}
-		// 8. Return result (including cache tokens)
+		// Return result
 		return {
 			toolCall: {
-				// id: toolCall.id,
+				name: toolCallName,
-				name: toolName,
+				args: toolInput,
 				args: validation.data as Record<string, unknown>,
 			},
 			toolResult,
 			usage: {
@@ -1,124 +0,0 @@
 /**
 * OpenAI Client implementation
 */
 import { InvokeError, InvokeErrorType } from './errors'
 import type { InvokeResult, LLMClient, LLMConfig, MacroToolInput, Message, Tool } from './types'
 import { lenientParseMacroToolCall, modelPatch, zodToOpenAITool } from './utils'
 export class OpenAIClient implements LLMClient {
 	config: Required<LLMConfig>
 	private fetch: typeof globalThis.fetch
 	constructor(config: Required<LLMConfig>) {
 		this.config = config
 		this.fetch = config.customFetch
 	}
 	async invoke(
 		messages: Message[],
 		tools: { AgentOutput: Tool<MacroToolInput> },
 		abortSignal?: AbortSignal
 	): Promise<InvokeResult> {
 		// 1. Convert tools to OpenAI format
 		const openaiTools = Object.entries(tools).map(([name, tool]) => zodToOpenAITool(name, tool))
 		// 2. Call API
 		let response: Response
 		try {
 			response = await this.fetch(`${this.config.baseURL}/chat/completions`, {
 				method: 'POST',
 				headers: {
 					'Content-Type': 'application/json',
 					Authorization: `Bearer ${this.config.apiKey}`,
 				},
 				body: JSON.stringify(
 					modelPatch({
 						model: this.config.model,
 						temperature: this.config.temperature,
 						messages,
 						tools: openaiTools,
 						// tool_choice: 'required',
 						tool_choice: { type: 'function', function: { name: 'AgentOutput' } },
 						parallel_tool_calls: false,
 					})
 				),
 				signal: abortSignal,
 			})
 		} catch (error: unknown) {
 			// Network error
 			console.error(error)
 			throw new InvokeError(InvokeErrorType.NETWORK_ERROR, 'Network request failed', error)
 		}
 		// 3. Handle HTTP errors
 		if (!response.ok) {
 			const errorData = await response.json().catch()
 			const errorMessage =
 				(errorData as { error?: { message?: string } }).error?.message || response.statusText
 			if (response.status === 401 || response.status === 403) {
 				throw new InvokeError(
 					InvokeErrorType.AUTH_ERROR,
 					`Authentication failed: ${errorMessage}`,
 					errorData
 				)
 			}
 			if (response.status === 429) {
 				throw new InvokeError(
 					InvokeErrorType.RATE_LIMIT,
 					`Rate limit exceeded: ${errorMessage}`,
 					errorData
 				)
 			}
 			if (response.status >= 500) {
 				throw new InvokeError(
 					InvokeErrorType.SERVER_ERROR,
 					`Server error: ${errorMessage}`,
 					errorData
 				)
 			}
 			throw new InvokeError(
 				InvokeErrorType.UNKNOWN,
 				`HTTP ${response.status}: ${errorMessage}`,
 				errorData
 			)
 		}
 		// parse response
 		const data = await response.json()
 		const tool = tools.AgentOutput
 		const macroToolInput = lenientParseMacroToolCall(data, tool.inputSchema as any)
 		// Execute tool
 		let toolResult: unknown
 		try {
 			toolResult = await tool.execute(macroToolInput)
 		} catch (e) {
 			throw new InvokeError(
 				InvokeErrorType.TOOL_EXECUTION_ERROR,
 				`Tool execution failed: ${(e as Error).message}`,
 				e
 			)
 		}
 		// Return result (including cache tokens)
 		return {
 			toolCall: {
 				// id: toolCall.id,
 				name: 'AgentOutput',
 				args: macroToolInput,
 			},
 			toolResult,
 			usage: {
 				promptTokens: data.usage?.prompt_tokens ?? 0,
 				completionTokens: data.usage?.completion_tokens ?? 0,
 				totalTokens: data.usage?.total_tokens ?? 0,
 				cachedTokens: data.usage?.prompt_tokens_details?.cached_tokens,
 				reasoningTokens: data.usage?.completion_tokens_details?.reasoning_tokens,
 			},
 			rawResponse: data,
 		}
 	}
 }
@@ -1,37 +1,4 @@
-/**
+import { OpenAIClient } from './OpenAIClient'
 * @topic LLM 与主流程的隔离
 * @reasoning
 * 将 llm 的调用和主流程分开是复杂的，
 * 因为 agent 的 tool call 通常集成在 llm 模块中，而而先得到 llm 返回，然后处理工具调用
 * tools 和 llm 调用的逻辑不可避免地耦合在一起，tool 的执行又和主流程耦合在一起
 * 而 history 的维护和更新逻辑，又必须嵌入多轮 tool call 中
 * @reasoning
 * - 放弃框架提供的自动的多轮调用，每轮调用都由主流程发起
 * - 理想情况下，llm 调用应该获得 structured output，然后由额外的模块触发 tool call，目前模型和框架都无法实现
 * - 当前只能将 llm api 和 本地 tool call 耦合在一起，不关心其中的衔接方式
 * @conclusion
 * - @llm responsibility boundary:
 *   - call llm api with given messages and tools
 *   - invoke tool call and get the result of the tool
 *   - return the result to main loop
 * - @main_loop responsibility boundary:
 *   - maintain all behaviors of an **agent**
 * @conclusion
 * - 这里的 llm 模块不是 agent，只负责一轮 llm 调用和工具调用，无状态
 */
 /**
 * @topic 结构化输出
 * @facts
 * - 几乎所有模型都支持 tool call schema
 * - 几乎所有模型都支持返回 json
 *   - 只有 openAI/grok/gemini 支持 schema 并保证格式
 * - 主流模型都支持 tool_choice: required
 *   - 除了 qwen 必须指定一个函数名 (9月上新后支持)
 * @conclusion
 * - 永远使用 tool call 来返回结构化数据，禁止模型直接返回（视为出错）
 * - 不能假设 tool 参数合法，必须有修复机制，而且修复也应该使用 tool call 返回
 */
 import { OpenAIClient } from './OpenAILenientClient'
 import {
 	DEFAULT_API_KEY,
 	DEFAULT_BASE_URL,
@@ -40,27 +7,9 @@ import {
 	LLM_MAX_RETRIES,
 } from './constants'
 import { InvokeError } from './errors'
-import type {
+import type { InvokeOptions, InvokeResult, LLMClient, LLMConfig, Message, Tool } from './types'
 	AgentBrain,
 	InvokeResult,
 	LLMClient,
 	LLMConfig,
 	MacroToolInput,
 	MacroToolResult,
 	Message,
 	Tool,
 } from './types'
-export type {
+export type { InvokeOptions, InvokeResult, LLMClient, LLMConfig, Message, Tool }
 	AgentBrain,
 	InvokeResult,
 	LLMClient,
 	LLMConfig,
 	MacroToolInput,
 	MacroToolResult,
 	Message,
 	Tool,
 }
 export function parseLLMConfig(config: LLMConfig): Required<LLMConfig> {
 	return {
@@ -93,11 +42,12 @@ export class LLM extends EventTarget {
 	async invoke(
 		messages: Message[],
 		tools: Record<string, Tool>,
-		abortSignal: AbortSignal
+		abortSignal: AbortSignal,
 		options?: InvokeOptions
 	): Promise<InvokeResult> {
 		return await withRetry(
 			async () => {
-				const result = await this.client.invoke(messages, tools, abortSignal)
+				const result = await this.client.invoke(messages, tools, abortSignal, options)
 				return result
 			},
@@ -32,6 +32,24 @@ export interface Tool<TParams = any, TResult = any> {
 	execute: (args: TParams) => Promise<TResult>
 }
 /**
 * Invoke options for LLM call
 */
 export interface InvokeOptions {
 	/**
 	 * Force LLM to call a specific tool by name.
 	 * If provided: tool_choice = { type: 'function', function: { name: toolChoiceName } }
 	 * If not provided: tool_choice = 'required' (must call some tool, but model chooses which)
 	 */
 	toolChoiceName?: string
 	/**
 	 * Response normalization function.
 	 * Called before parsing the response.
 	 * Used to fix various response format errors from the model.
 	 */
 	normalizeResponse?: (response: any) => any
 }
 /**
 * LLM Client interface
 * Note: Does not use generics because each tool in the tools array has different types
@@ -40,7 +58,8 @@ export interface LLMClient {
 	invoke(
 		messages: Message[],
 		tools: Record<string, Tool>,
-		abortSignal?: AbortSignal
+		abortSignal?: AbortSignal,
 		options?: InvokeOptions
 	): Promise<InvokeResult>
 }
@@ -82,36 +101,3 @@ export interface LLMConfig {
 	 */
 	customFetch?: typeof globalThis.fetch
 }
 /**
 * Agent brain state - the reflection-before-action model
 *
 * Every tool call must first reflect on:
 * - evaluation_previous_goal: How well did the previous action achieve its goal?
 * - memory: Key information to remember for future steps
 * - next_goal: What should be accomplished in the next action?
 */
 export interface AgentBrain {
 	// thinking?: string
 	evaluation_previous_goal: string
 	memory: string
 	next_goal: string
 }
 /**
 * MacroTool input structure
 *
 * This is the core abstraction that enforces the "reflection-before-action" mental model.
 * Before executing any action, the LLM must output its reasoning state.
 */
 export interface MacroToolInput extends AgentBrain {
 	action: Record<string, any>
 }
 /**
 * MacroTool output structure
 */
 export interface MacroToolResult {
 	input: MacroToolInput
 	output: string
 }
@@ -4,8 +4,7 @@
 import chalk from 'chalk'
 import { z } from 'zod'
-import { InvokeError, InvokeErrorType } from './errors'
+import type { Tool } from './types'
 import type { MacroToolInput, Tool } from './types'
 function debug(message: string) {
 	console.debug(chalk.gray('[LLM]'), message)
@@ -26,176 +25,6 @@ export function zodToOpenAITool(name: string, tool: Tool) {
 	}
 }
 /**
 * Although some models cannot guarantee correct response. Common issues are fixable:
 * - Instead of returning a proper tool call. Return the tool call parameters in the message content.
 * - Returned tool calls or messages don't follow the nested MacroToolInput format.
 */
 export function lenientParseMacroToolCall(
 	responseData: any,
 	inputSchema: z.ZodObject<MacroToolInput & Record<string, any>>
 ): MacroToolInput {
 	// check
 	const choice = responseData.choices?.[0]
 	if (!choice) {
 		throw new InvokeError(InvokeErrorType.UNKNOWN, 'No choices in response', responseData)
 	}
 	// check
 	switch (choice.finish_reason) {
 		case 'tool_calls':
 		case 'function_call': // gemini
 		case 'stop': // will try a robust parse
 			// ✅ Normal
 			break
 		case 'length':
 			// ⚠️ Token limit reached
 			throw new InvokeError(
 				InvokeErrorType.CONTEXT_LENGTH,
 				'Response truncated: max tokens reached'
 			)
 		case 'content_filter':
 			// ❌ Content filtered
 			throw new InvokeError(InvokeErrorType.CONTENT_FILTER, 'Content filtered by safety system')
 		default:
 			throw new InvokeError(
 				InvokeErrorType.UNKNOWN,
 				`Unexpected finish_reason: ${choice.finish_reason}`
 			)
 	}
 	// Extract action schema from MacroToolInput schema
 	const actionSchema = inputSchema.shape.action
 	if (!actionSchema) {
 		throw new Error('inputSchema must have an "action" field')
 	}
 	// patch stopReason mis-format
 	let arg: string | null = null
 	// try to use tool call
 	const toolCall = choice.message?.tool_calls?.[0]?.function
 	arg = toolCall?.arguments ?? null
 	if (arg && toolCall.name !== 'AgentOutput') {
 		// TODO: check if toolCall.name is a valid action name
 		// case: instead of AgentOutput, the model returned a action name as tool call
 		console.log(chalk.yellow('lenientParseMacroToolCall: #1 fixing incorrect tool call'))
 		let tmpArg
 		try {
 			tmpArg = JSON.parse(arg)
 		} catch (error) {
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				'Failed to parse tool arguments as JSON',
 				error
 			)
 		}
 		arg = JSON.stringify({ action: { [toolCall.name]: tmpArg } })
 	}
 	if (!arg) {
 		// try to use message content as JSON
 		arg = choice.message?.content.trim() || null
 	}
 	if (!arg) {
 		throw new InvokeError(
 			InvokeErrorType.NO_TOOL_CALL,
 			'No tool call or content found in response',
 			responseData
 		)
 	}
 	// make sure is valid JSON
 	let parsedArgs: any
 	try {
 		parsedArgs = JSON.parse(arg)
 	} catch (error) {
 		throw new InvokeError(
 			InvokeErrorType.INVALID_TOOL_ARGS,
 			'Failed to parse tool arguments as JSON',
 			error
 		)
 	}
 	// patch incomplete formats
 	if (parsedArgs.action || parsedArgs.evaluation_previous_goal || parsedArgs.next_goal) {
 		// case: nested MacroToolInput format (correct format)
 		// some models may give a empty action (they may think reasoning and action should be separate)
 		if (!parsedArgs.action) {
 			console.log(chalk.yellow('lenientParseMacroToolCall: #2 fixing incorrect tool call'))
 			parsedArgs.action = {
 				wait: { seconds: 1 },
 			}
 		}
 	} else if (parsedArgs.type && parsedArgs.function) {
 		// case: upper level function call format provided. only keep its arguments
 		// TODO: check if function name is a valid action name
 		if (parsedArgs.function.name !== 'AgentOutput')
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				`Expected function name "AgentOutput", got "${parsedArgs.function.name}"`,
 				null
 			)
 		console.log(chalk.yellow('lenientParseMacroToolCall: #3 fixing incorrect tool call'))
 		parsedArgs = parsedArgs.function.arguments
 	} else if (parsedArgs.name && parsedArgs.arguments) {
 		// case: upper level function call format provided. only keep its arguments
 		// TODO: check if function name is a valid action name
 		if (parsedArgs.name !== 'AgentOutput')
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				`Expected function name "AgentOutput", got "${parsedArgs.name}"`,
 				null
 			)
 		console.log(chalk.yellow('lenientParseMacroToolCall: #4 fixing incorrect tool call'))
 		parsedArgs = parsedArgs.arguments
 	} else {
 		// case: only action parameters provided, wrap into MacroToolInput
 		// TODO: check if action name is valid
 		console.log(chalk.yellow('lenientParseMacroToolCall: #5 fixing incorrect tool call'))
 		parsedArgs = { action: parsedArgs } as MacroToolInput
 	}
 	// make sure it's not wrapped as string
 	if (typeof parsedArgs === 'string') {
 		console.log(chalk.yellow('lenientParseMacroToolCall: #6 fixing incorrect tool call'))
 		try {
 			parsedArgs = JSON.parse(parsedArgs)
 		} catch (error) {
 			throw new InvokeError(
 				InvokeErrorType.INVALID_TOOL_ARGS,
 				'Failed to parse nested tool arguments as JSON',
 				error
 			)
 		}
 	}
 	const validation = inputSchema.safeParse(parsedArgs)
 	if (validation.success) {
 		return validation.data as unknown as MacroToolInput
 	} else {
 		const action = parsedArgs.action ?? {}
 		const actionName = Object.keys(action)[0] || 'unknown'
 		const actionArgs = JSON.stringify(action[actionName] || 'unknown')
 		// TODO: check if action name is valid. give a readable error message
 		throw new InvokeError(
 			InvokeErrorType.INVALID_TOOL_ARGS,
 			`Tool arguments validation failed: action "${actionName}" with args ${actionArgs}`,
 			validation.error
 		)
 	}
 }
 /**
 * Patch model specific parameters
 */
@@ -205,11 +34,25 @@ export function modelPatch(body: Record<string, any>) {
 	const modelName = normalizeModelName(model)
 	if (modelName.startsWith('qwen')) {
 		debug('Applying Qwen patch: use higher temperature for auto fixing')
 		body.temperature = Math.max(body.temperature || 0, 1.0)
 	}
 	if (modelName.startsWith('claude')) {
-		debug('Applying Claude patch: change tool_choice and disable thinking')
+		debug('Applying Claude patch: disable thinking')
 		body.tool_choice = { type: 'tool', name: 'AgentOutput' }
 		body.thinking = { type: 'disabled' }
-		// body.reasoning = { enabled: 'disabled' }
+
 		// Convert tool_choice to Claude format
 		if (body.tool_choice === 'required') {
 			// 'required' -> { type: 'any' } (must call some tool)
 			debug('Applying Claude patch: convert tool_choice "required" to { type: "any" }')
 			body.tool_choice = { type: 'any' }
 		} else if (body.tool_choice?.function?.name) {
 			// { type: 'function', function: { name: '...' } } -> { type: 'tool', name: '...' }
 			debug('Applying Claude patch: convert tool_choice format')
 			body.tool_choice = { type: 'tool', name: body.tool_choice.function.name }
 		}
 	}
 	if (modelName.startsWith('grok')) {
@@ -1,7 +1,7 @@
 {
 	"name": "page-agent",
 	"private": false,
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"main": "./dist/esm/page-agent.js",
 	"module": "./dist/esm/page-agent.js",
@@ -46,8 +46,8 @@
 	"dependencies": {
 		"chalk": "^5.6.2",
 		"zod": "^4.3.5",
-		"@page-agent/llms": "0.0.20",
+		"@page-agent/llms": "0.0.21",
-		"@page-agent/page-controller": "0.0.20",
+		"@page-agent/page-controller": "0.0.21",
-		"@page-agent/ui": "0.0.20"
+		"@page-agent/ui": "0.0.21"
 	}
 }
@@ -2,13 +2,7 @@
 * Copyright (C) 2025 Alibaba Group Holding Limited
 * All rights reserved.
 */
-import {
+import { LLM, type Tool } from '@page-agent/llms'
 	type AgentBrain,
 	LLM,
 	type MacroToolInput,
 	type MacroToolResult,
 	type Tool,
 } from '@page-agent/llms'
 import { PageController } from '@page-agent/page-controller'
 import { Panel, SimulatorMask } from '@page-agent/ui'
 import chalk from 'chalk'
@@ -18,15 +12,46 @@ import type { PageAgentConfig } from './config'
 import { MAX_STEPS } from './config/constants'
 import SYSTEM_PROMPT from './prompts/system_prompt.md?raw'
 import { tools } from './tools'
-import { trimLines, uid, waitUntil } from './utils'
+import { normalizeResponse, trimLines, uid, waitUntil } from './utils'
 import { assert } from './utils/assert'
 /**
 * Agent brain state - the reflection-before-action model
 *
 * Every tool call must first reflect on:
 * - evaluation_previous_goal: How well did the previous action achieve its goal?
 * - memory: Key information to remember for future steps
 * - next_goal: What should be accomplished in the next action?
 */
 export interface AgentReflection {
 	evaluation_previous_goal: string
 	memory: string
 	next_goal: string
 }
 /**
 * MacroTool input structure
 *
 * This is the core abstraction that enforces the "reflection-before-action" mental model.
 * Before executing any action, the LLM must output its reasoning state.
 */
 export interface MacroToolInput extends Partial<AgentReflection> {
 	action: Record<string, any>
 }
 /**
 * MacroTool output structure
 */
 export interface MacroToolResult {
 	input: MacroToolInput
 	output: string
 }
 export type { PageAgentConfig }
 export { tool, type PageAgentTool } from './tools'
 export type { AgentBrain, MacroToolInput, MacroToolResult }
 export interface AgentHistory {
-	brain: AgentBrain
+	brain: Partial<AgentReflection>
 	action: {
 		name: string
 		input: any
@@ -124,9 +149,6 @@ export class PageAgent extends EventTarget {
 		window.addEventListener('beforeunload', this.#beforeUnloadListener)
 	}
 	/**
 	 * @todo maybe return something?
 	 */
 	async execute(task: string): Promise<ExecutionResult> {
 		if (!task) throw new Error('Task is required')
 		this.task = task
@@ -183,7 +205,11 @@ export class PageAgent extends EventTarget {
 						},
 					],
 					{ AgentOutput: this.#packMacroTool() },
-					this.#abortController.signal
+					this.#abortController.signal,
 					{
 						toolChoiceName: 'AgentOutput',
 						normalizeResponse,
 					}
 				)
 				const macroResult = result.toolResult as MacroToolResult
@@ -279,6 +305,7 @@ export class PageAgent extends EventTarget {
 		})
 		return {
 			description: 'You MUST call this tool every step. Outputs your reflections and next action.',
 			inputSchema: macroToolSchema as zod.ZodType<MacroToolInput>,
 			execute: async (input: MacroToolInput): Promise<MacroToolResult> => {
 				// abort
@@ -0,0 +1,157 @@
 import chalk from 'chalk'
 /**
 * Normalize LLM response and fix common format issues.
 *
 * Handles:
 * - No tool_calls but JSON in message.content (fallback)
 * - Model returns action name as tool call instead of AgentOutput
 * - Arguments wrapped as double JSON string
 * - Nested function call format
 * - Missing action field (fallback to wait)
 * - etc.
 */
 export function normalizeResponse(response: any): any {
 	let resolvedArguments = null as any
 	const choice = (response as { choices?: Choice[] }).choices?.[0]
 	if (!choice) throw new Error('No choices in response')
 	const message = choice.message
 	if (!message) throw new Error('No message in choice')
 	const toolCall = message.tool_calls?.[0]
 	// fix level and location of arguments
 	if (toolCall?.function?.arguments) {
 		resolvedArguments = safeJsonParse(toolCall.function.arguments)
 		// case: sometimes the model only returns the action level
 		if (toolCall.function.name && toolCall.function.name !== 'AgentOutput') {
 			console.log(chalk.yellow(`[normalizeResponse] #1: fixing tool_call`))
 			resolvedArguments = { action: safeJsonParse(resolvedArguments) }
 		}
 	} else {
 		// case: sometimes the model returns json in content instead of tool_calls
 		if (message.content) {
 			const content = message.content.trim()
 			const jsonInContent = retrieveJsonFromString(content)
 			if (jsonInContent) {
 				resolvedArguments = safeJsonParse(jsonInContent)
 				// case: sometimes the content json includes upper level wrapper
 				if (resolvedArguments?.name === 'AgentOutput') {
 					console.log(chalk.yellow(`[normalizeResponse] #2: fixing tool_call`))
 					resolvedArguments = safeJsonParse(resolvedArguments.arguments)
 				}
 				// case: sometimes even 2-levels of wrapping
 				if (resolvedArguments?.type === 'function') {
 					console.log(chalk.yellow(`[normalizeResponse] #3: fixing tool_call`))
 					resolvedArguments = safeJsonParse(resolvedArguments.function.arguments)
 				}
 				// case: and sometimes action level only
 				// todo: needs better detection logic
 				if (
 					!resolvedArguments?.action &&
 					!resolvedArguments?.evaluation_previous_goal &&
 					!resolvedArguments?.memory &&
 					!resolvedArguments?.next_goal &&
 					!resolvedArguments?.thinking
 				) {
 					console.log(chalk.yellow(`[normalizeResponse] #4: fixing tool_call`))
 					resolvedArguments = { action: safeJsonParse(resolvedArguments) }
 				}
 			} else {
 				throw new Error('No tool_call and the message content does not contain valid JSON')
 			}
 		} else {
 			throw new Error('No tool_call nor message content is present')
 		}
 	}
 	// fix double stringified arguments
 	resolvedArguments = safeJsonParse(resolvedArguments)
 	if (resolvedArguments.action) {
 		resolvedArguments.action = safeJsonParse(resolvedArguments.action)
 	}
 	// fix incomplete formats
 	if (!resolvedArguments.action) {
 		console.log(chalk.yellow(`[normalizeResponse] #5: fixing tool_call`))
 		resolvedArguments.action = { name: 'wait', input: { seconds: 1 } }
 	}
 	// pack back to standard format
 	return {
 		...response,
 		choices: [
 			{
 				...choice,
 				message: {
 					...message,
 					tool_calls: [
 						{
 							...(toolCall || {}),
 							function: {
 								...(toolCall?.function || {}),
 								name: 'AgentOutput',
 								arguments: JSON.stringify(resolvedArguments),
 							},
 						},
 					],
 				},
 			},
 		],
 	}
 }
 /**
 * Safely parse JSON, return original input if not json.
 */
 function safeJsonParse(input: any): any {
 	if (typeof input === 'string') {
 		try {
 			return JSON.parse(input.trim())
 		} catch {
 			return input
 		}
 	}
 	return input
 }
 /**
 * Extract and parse JSON from a string.
 * - Treat content between the first `{` and the last `}` as JSON.
 * - Try to parse that content as JSON and return the parsed value (object/array/primitive) if successful, otherwise return null.
 */
 function retrieveJsonFromString(str: string): any {
 	try {
 		const json = /({[\s\S]*})/.exec(str) ?? []
 		if (json.length === 0) {
 			return null
 		}
 		return JSON.parse(json[0]!)
 	} catch {
 		return null
 	}
 }
 interface Choice {
 	message?: {
 		role?: 'assistant'
 		content?: string
 		tool_calls?: {
 			id?: string
 			type?: 'function'
 			function?: {
 				name?: string
 				arguments?: string
 			}
 		}[]
 	}
 	index?: 0
 	finish_reason?: 'tool_calls'
 }
@@ -1,3 +1,5 @@
 export { normalizeResponse } from './autoFixer'
 /**
 * Wait until condition becomes true
 * @returns Returns when condition becomes true, throws otherwise
@@ -1,6 +1,6 @@
 {
 	"name": "@page-agent/page-controller",
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"main": "./dist/lib/page-controller.js",
 	"module": "./dist/lib/page-controller.js",
@@ -1,6 +1,6 @@
 {
 	"name": "@page-agent/ui",
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"main": "./dist/lib/page-agent-ui.js",
 	"module": "./dist/lib/page-agent-ui.js",
@@ -36,6 +36,6 @@
 		"postpublish": "node -e \"['LICENSE'].forEach(f=>{try{require('fs').unlinkSync(f)}catch{}})\""
 	},
 	"dependencies": {
-		"ai-motion": "^0.4.7"
+		"ai-motion": "^0.4.8"
 	}
 }
@@ -1,7 +1,7 @@
 {
 	"name": "@page-agent/website",
 	"private": true,
-	"version": "0.0.20",
+	"version": "0.0.21",
 	"type": "module",
 	"scripts": {
 		"dev": "vite",
@@ -11,14 +11,14 @@
 	},
 	"devDependencies": {
 		"@tailwindcss/vite": "^4.1.18",
-		"@types/react": "^19.2.2",
+		"@types/react": "^19.2.8",
 		"@types/react-dom": "^19.2.1",
 		"@vitejs/plugin-react-swc": "^4.1.0",
-		"i18next": "^25.7.3",
+		"i18next": "^25.7.4",
 		"i18next-browser-languagedetector": "^8.2.0",
 		"react": "^19.2.3",
 		"react-dom": "^19.2.3",
-		"react-i18next": "^16.5.1",
+		"react-i18next": "^16.5.2",
 		"tailwindcss": "^4.1.14",
 		"tw-animate-css": "^1.4.0",
 		"wouter": "^3.9.0"
@@ -32,10 +32,10 @@
 		"class-variance-authority": "^0.7.1",
 		"clsx": "^2.1.1",
 		"lucide-react": "^0.562.0",
-		"motion": "^12.24.0",
+		"motion": "^12.26.1",
 		"next-themes": "^0.4.6",
 		"rough-notation": "^0.5.1",
-		"simple-icons": "^16.4.0",
+		"simple-icons": "^16.5.0",
 		"sonner": "^2.0.7",
 		"tailwind-merge": "^3.4.0"
 	}
@@ -32,7 +32,7 @@ export default function DocsLayout({ children }: DocsLayoutProps) {
 		{
 			title: t('nav.features'),
 			items: [
-				{ title: t('nav.models'), path: '/docs/features/model-integration' },
+				{ title: t('nav.models'), path: '/docs/features/models' },
 				{ title: t('nav.custom_tools'), path: '/docs/features/custom-tools' },
 				{ title: t('nav.knowledge_injection'), path: '/docs/features/custom-instructions' },
 				{ title: t('nav.data_masking'), path: '/docs/features/data-masking' },
@@ -4,13 +4,19 @@ import CodeEditor from '@/components/CodeEditor'
 // Recommended models: lightweight with excellent tool call capabilities
 const MODELS = {
-	recommended: ['gpt-4.1-mini', 'claude-haiku-4.5', 'gemini-3-flash', 'deepseek-3.2', 'gpt-5.2'],
+	recommended: [
-	verified: [
+		'gpt-4.1-mini',
 		'claude-haiku-4.5',
 		'gemini-3-flash',
 		'deepseek-3.2',
 		'gpt-5.2',
 		'qwen-3-max',
 	],
 	verified: [
 		'qwen-3-plus',
 		'gpt-4.1',
 		'gpt-5',
 		'gpt-5-mini',
 		'gpt-5.1',
 		'grok-4',
 		'grok-code-fast',
 		'claude-sonnet-3.5',
@@ -21,7 +27,7 @@ const MODELS = {
 	],
 }
-export default function ModelIntegration() {
+export default function Models() {
 	const { t } = useTranslation('docs')
 	const allModels = [...MODELS.recommended, ...MODELS.verified]
@@ -7,7 +7,7 @@ import DocsLayout from './pages/docs/Layout'
 import Instructions from './pages/docs/features/custom-instructions/page'
 import CustomTools from './pages/docs/features/custom-tools/page'
 import DataMasking from './pages/docs/features/data-masking/page'
-import ModelIntegration from './pages/docs/features/model-integration/page'
+import Models from './pages/docs/features/models/page'
 // Integration pages
 import BestPractices from './pages/docs/integration/best-practices/page'
 import CdnSetup from './pages/docs/integration/cdn-setup/page'
@@ -80,11 +80,11 @@ export default function Router() {
 				</div>
 			</Route>
-			<Route path="/docs/features/model-integration">
+			<Route path="/docs/features/models">
 				<div className="min-h-screen bg-white dark:bg-gray-900">
 					<Header />
 					<DocsLayout>
-						<ModelIntegration />
+						<Models />
 					</DocsLayout>
 				</div>
 			</Route>
Author	SHA1	Message	Date
Simon	0d3cef5578	chore(version): bump version to 0.0.21	2026-01-13 15:18:50 +08:00
Simon	1e737f3a71	docs: models recommendation	2026-01-13 15:17:43 +08:00
Simon	2f2bdb4697	fix: update Qwen patch condition for model name	2026-01-13 15:07:01 +08:00
Simon	3fa7c8b85a	feat: improve qwen3 compatibility (#106 ) * feat: improve qwen3 compatibility * fix: qwen Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>	2026-01-13 15:04:03 +08:00
dependabot[bot]	7efce91a91	chore(deps-dev): bump the development-dependencies group with 11 updates (#101 ) Bumps the development-dependencies group with 11 updates: \| Package \| From \| To \| \| --- \| --- \| --- \| \| [@commitlint/cli](https://github.com/conventional-changelog/commitlint/tree/HEAD/@commitlint/cli) \| `20.3.0` \| `20.3.1` \| \| [@commitlint/config-conventional](https://github.com/conventional-changelog/commitlint/tree/HEAD/@commitlint/config-conventional) \| `20.3.0` \| `20.3.1` \| \| [@trivago/prettier-plugin-sort-imports](https://github.com/trivago/prettier-plugin-sort-imports) \| `6.0.1` \| `6.0.2` \| \| [@types/node](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/node) \| `25.0.3` \| `25.0.6` \| \| [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/HEAD/packages/plugins/eslint-plugin-react-dom) \| `2.5.1` \| `2.5.5` \| \| [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/HEAD/packages/plugins/eslint-plugin-react-x) \| `2.5.1` \| `2.5.5` \| \| [typescript-eslint](https://github.com/typescript-eslint/typescript-eslint/tree/HEAD/packages/typescript-eslint) \| `8.52.0` \| `8.53.0` \| \| [vite](https://github.com/vitejs/vite/tree/HEAD/packages/vite) \| `7.3.0` \| `7.3.1` \| \| [@types/react](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/react) \| `19.2.7` \| `19.2.8` \| \| [i18next](https://github.com/i18next/i18next) \| `25.7.3` \| `25.7.4` \| \| [react-i18next](https://github.com/i18next/react-i18next) \| `16.5.1` \| `16.5.2` \| Updates `@commitlint/cli` from 20.3.0 to 20.3.1 - [Release notes](https://github.com/conventional-changelog/commitlint/releases) - [Changelog](https://github.com/conventional-changelog/commitlint/blob/master/@commitlint/cli/CHANGELOG.md) - [Commits](https://github.com/conventional-changelog/commitlint/commits/v20.3.1/@commitlint/cli) Updates `@commitlint/config-conventional` from 20.3.0 to 20.3.1 - [Release notes](https://github.com/conventional-changelog/commitlint/releases) - [Changelog](https://github.com/conventional-changelog/commitlint/blob/master/@commitlint/config-conventional/CHANGELOG.md) - [Commits](https://github.com/conventional-changelog/commitlint/commits/v20.3.1/@commitlint/config-conventional) Updates `@trivago/prettier-plugin-sort-imports` from 6.0.1 to 6.0.2 - [Release notes](https://github.com/trivago/prettier-plugin-sort-imports/releases) - [Changelog](https://github.com/trivago/prettier-plugin-sort-imports/blob/main/CHANGELOG.md) - [Commits](https://github.com/trivago/prettier-plugin-sort-imports/compare/v6.0.1...v6.0.2) Updates `@types/node` from 25.0.3 to 25.0.6 - [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases) - [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/node) Updates `eslint-plugin-react-dom` from 2.5.1 to 2.5.5 - [Release notes](https://github.com/Rel1cx/eslint-react/releases) - [Changelog](https://github.com/Rel1cx/eslint-react/blob/main/CHANGELOG.md) - [Commits](https://github.com/Rel1cx/eslint-react/commits/v2.5.5/packages/plugins/eslint-plugin-react-dom) Updates `eslint-plugin-react-x` from 2.5.1 to 2.5.5 - [Release notes](https://github.com/Rel1cx/eslint-react/releases) - [Changelog](https://github.com/Rel1cx/eslint-react/blob/main/CHANGELOG.md) - [Commits](https://github.com/Rel1cx/eslint-react/commits/v2.5.5/packages/plugins/eslint-plugin-react-x) Updates `typescript-eslint` from 8.52.0 to 8.53.0 - [Release notes](https://github.com/typescript-eslint/typescript-eslint/releases) - [Changelog](https://github.com/typescript-eslint/typescript-eslint/blob/main/packages/typescript-eslint/CHANGELOG.md) - [Commits](https://github.com/typescript-eslint/typescript-eslint/commits/v8.53.0/packages/typescript-eslint) Updates `vite` from 7.3.0 to 7.3.1 - [Release notes](https://github.com/vitejs/vite/releases) - [Changelog](https://github.com/vitejs/vite/blob/v7.3.1/packages/vite/CHANGELOG.md) - [Commits](https://github.com/vitejs/vite/commits/v7.3.1/packages/vite) Updates `@types/react` from 19.2.7 to 19.2.8 - [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases) - [Commits](https://github.com/DefinitelyTyped/DefinitelyTyped/commits/HEAD/types/react) Updates `i18next` from 25.7.3 to 25.7.4 - [Release notes](https://github.com/i18next/i18next/releases) - [Changelog](https://github.com/i18next/i18next/blob/master/CHANGELOG.md) - [Commits](https://github.com/i18next/i18next/compare/v25.7.3...v25.7.4) Updates `react-i18next` from 16.5.1 to 16.5.2 - [Changelog](https://github.com/i18next/react-i18next/blob/master/CHANGELOG.md) - [Commits](https://github.com/i18next/react-i18next/compare/v16.5.1...v16.5.2) --- updated-dependencies: - dependency-name: "@commitlint/cli" dependency-version: 20.3.1 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: "@commitlint/config-conventional" dependency-version: 20.3.1 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: "@trivago/prettier-plugin-sort-imports" dependency-version: 6.0.2 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: "@types/node" dependency-version: 25.0.6 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: eslint-plugin-react-dom dependency-version: 2.5.5 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: eslint-plugin-react-x dependency-version: 2.5.5 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: typescript-eslint dependency-version: 8.53.0 dependency-type: direct:development update-type: version-update:semver-minor dependency-group: development-dependencies - dependency-name: vite dependency-version: 7.3.1 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: "@types/react" dependency-version: 19.2.8 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: i18next dependency-version: 25.7.4 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies - dependency-name: react-i18next dependency-version: 16.5.2 dependency-type: direct:development update-type: version-update:semver-patch dependency-group: development-dependencies ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-01-13 14:30:02 +08:00
dependabot[bot]	a11d370f2b	chore(deps): bump the production-dependencies group with 3 updates (#100 ) Bumps the production-dependencies group with 3 updates: [ai-motion](https://github.com/gaomeng1900/ai-motion), [motion](https://github.com/motiondivision/motion) and [simple-icons](https://github.com/simple-icons/simple-icons). Updates `ai-motion` from 0.4.7 to 0.4.8 - [Release notes](https://github.com/gaomeng1900/ai-motion/releases) - [Commits](https://github.com/gaomeng1900/ai-motion/compare/v0.4.7...v0.4.8) Updates `motion` from 12.24.0 to 12.26.1 - [Changelog](https://github.com/motiondivision/motion/blob/main/CHANGELOG.md) - [Commits](https://github.com/motiondivision/motion/compare/v12.24.0...v12.26.1) Updates `simple-icons` from 16.4.0 to 16.5.0 - [Release notes](https://github.com/simple-icons/simple-icons/releases) - [Commits](https://github.com/simple-icons/simple-icons/compare/16.4.0...16.5.0) --- updated-dependencies: - dependency-name: ai-motion dependency-version: 0.4.8 dependency-type: direct:production update-type: version-update:semver-patch dependency-group: production-dependencies - dependency-name: motion dependency-version: 12.26.1 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: production-dependencies - dependency-name: simple-icons dependency-version: 16.5.0 dependency-type: direct:production update-type: version-update:semver-minor dependency-group: production-dependencies ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-01-13 14:27:23 +08:00
dependabot[bot]	d7bfa42f85	chore(deps-dev): bump globals from 16.5.0 to 17.0.0 (#102 ) Bumps [globals](https://github.com/sindresorhus/globals) from 16.5.0 to 17.0.0. - [Release notes](https://github.com/sindresorhus/globals/releases) - [Commits](https://github.com/sindresorhus/globals/compare/v16.5.0...v17.0.0) --- updated-dependencies: - dependency-name: globals dependency-version: 17.0.0 dependency-type: direct:development update-type: version-update:semver-major ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-01-13 14:26:37 +08:00
Simon	551ba49280	Merge pull request #104 from alibaba/refactor/mv-brain-outof-llms refactor: move agent logic out of `llms`	2026-01-13 14:24:29 +08:00
Simon	adab24bb22	Merge branch 'refactor/mv-brain-outof-llms' of https://github.com/alibaba/page-agent into refactor/mv-brain-outof-llms	2026-01-13 14:22:48 +08:00
Simon	64aea7e84c	chore: typing	2026-01-13 14:21:57 +08:00
Simon	67f6bd619e	chore: rename `autoFixer` for better understanding	2026-01-13 14:20:52 +08:00
Simon	35d1fd1166	chore: better erroring Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>	2026-01-13 14:16:51 +08:00
Simon	d5b8019fb1	chore: better docs Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>	2026-01-13 14:14:56 +08:00
Simon	526cb4dbb3	chore: rename OpenAIClient; clean up old notes	2026-01-13 13:58:21 +08:00
Simon	6dc56c57c6	chore: rm legacy llm client	2026-01-13 13:56:30 +08:00
Simon	a3263fdd3a	chore: rename `OpenAICompatibleClient`	2026-01-13 13:51:09 +08:00
Simon	14974c0257	feat!: mv brain from llms to agent; redo toolCall auto fixer	2026-01-13 13:49:19 +08:00
Simon	e70ae40096	chore: guardrail	2026-01-12 13:55:39 +08:00