diff --git a/.gitignore b/.gitignore
index 5ca059d..7facabd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,7 @@ dist
 out
 .DS_Store
 .eslintcache
+.codegraph/
 *.log*
 
 # Local documents and config
diff --git a/docs/provider.md b/docs/provider.md
index ff4cfe9..6393391 100644
--- a/docs/provider.md
+++ b/docs/provider.md
@@ -136,6 +136,18 @@ https://example.com/provider/manifest.json
 file:///absolute/path/to/provider/manifest.json
 ```
 
+远程 Provider 只接受 HTTPS 地址；本地 `file://` 仅用于开发和离线安装。安装后应用会记录 bundle 入口文件的 SHA-256 摘要，启动时如果入口文件被改动会拒绝执行。
+
+自定义 Provider 是本地可执行 JS，默认不执行。确认来源可信后，需要在启动应用前设置：
+
+```bash
+SIGHTFLOW_ALLOW_CUSTOM_PROVIDER_CODE=1
+```
+
+内置 Doubao Provider 不需要这个开关。
+
+启用后的自定义 Provider 会运行在独立的 Electron utility process 中，并设置单次运行超时。这个隔离能避免 Provider 代码直接进入主进程，但它不是完整 OS 级沙箱；不要安装不可信来源的 Provider。
+
 注意这里填写的是 `manifest.json` 地址，不是 bundle 文件地址。应用会根据 manifest 中的 `entry` 下载或读取实际入口文件。
 
 ## Doubao Provider 示例
diff --git a/electron.vite.config.ts b/electron.vite.config.ts
index 4a0487c..ca1d51d 100644
--- a/electron.vite.config.ts
+++ b/electron.vite.config.ts
@@ -8,6 +8,7 @@ export default defineConfig({
       rollupOptions: {
         input: {
           index: resolve(__dirname, 'src/main/index.ts'),
+          'provider-worker': resolve(__dirname, 'src/main/provider-worker.ts'),
           'test-cli': resolve(__dirname, 'scripts/test-cli.ts')
         }
       }
diff --git a/eslint.config.mjs b/eslint.config.mjs
index aff5d3f..b002924 100644
--- a/eslint.config.mjs
+++ b/eslint.config.mjs
@@ -6,7 +6,9 @@ import eslintPluginReactHooks from 'eslint-plugin-react-hooks'
 import eslintPluginReactRefresh from 'eslint-plugin-react-refresh'
 
 export default defineConfig(
-  { ignores: ['**/node_modules', '**/dist', '**/out'] },
+  {
+    ignores: ['**/node_modules', '**/dist', '**/out', 'resources/providers/**/*.js', 'scripts/*.js']
+  },
   tseslint.configs.recommended,
   eslintPluginReact.configs.flat.recommended,
   eslintPluginReact.configs.flat['jsx-runtime'],
diff --git a/package-lock.json b/package-lock.json
index 6b56440..4aae68b 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -141,7 +141,6 @@
       "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@babel/code-frame": "^7.29.0",
         "@babel/generator": "^7.29.0",
@@ -914,6 +913,7 @@
       "dev": true,
       "license": "BSD-2-Clause",
       "optional": true,
+      "peer": true,
       "dependencies": {
         "cross-dirname": "^0.1.0",
         "debug": "^4.3.4",
@@ -935,6 +935,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "dependencies": {
         "graceful-fs": "^4.2.0",
         "jsonfile": "^6.0.1",
@@ -951,6 +952,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "dependencies": {
         "universalify": "^2.0.0"
       },
@@ -965,6 +967,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "engines": {
         "node": ">= 10.0.0"
       }
@@ -1637,13 +1640,6 @@
         "node": "^18.18.0 || ^20.9.0 || >=21.1.0"
       }
     },
-    "node_modules/@gar/promisify": {
-      "version": "1.1.3",
-      "resolved": "https://registry.npmjs.org/@gar/promisify/-/promisify-1.1.3.tgz",
-      "integrity": "sha512-k2Ty1JcVojjJFwrg/ThKi2ujJ7XNLYaFGNB/bWT9wGR+oSMJHMa5w+CUq6p/pVrKeNNgA7pCqEcjSnHVoqJQFw==",
-      "license": "MIT",
-      "optional": true
-    },
     "node_modules/@humanfs/core": {
       "version": "0.19.1",
       "resolved": "https://registry.npmjs.org/@humanfs/core/-/core-0.19.1.tgz",
@@ -1814,7 +1810,7 @@
       "version": "4.0.1",
       "resolved": "https://registry.npmjs.org/@isaacs/fs-minipass/-/fs-minipass-4.0.1.tgz",
       "integrity": "sha512-wgm9Ehl2jpeqP3zw/7mo3kRHFp5MEDhqAdwy1fTGkHAwnkGOVsgpvQhL8B5n1qlb01jV3n/bI0ZfZp5lWA1k4w==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "minipass": "^7.0.4"
@@ -2581,42 +2577,6 @@
         "node": ">= 6.0.0"
       }
     },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/chownr": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/chownr/-/chownr-2.0.0.tgz",
-      "integrity": "sha512-bIomtDF5KGpdogkLd9VspvFzk9KfpyyGlS8YFVZl7TGPBHL5snIOnxeshwVgPteQ9b4Eydl+pVbIyE1DcvCWgQ==",
-      "license": "ISC",
-      "optional": true,
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/fs-minipass": {
-      "version": "2.1.0",
-      "resolved": "https://registry.npmjs.org/fs-minipass/-/fs-minipass-2.1.0.tgz",
-      "integrity": "sha512-V/JgOLFCS+R6Vcq0slCuaeWEdNC3ouDlJMNIsacH2VtALiu9mV4LPrHc5cDl8k5aw6J8jwgWWpiTo5RYhmIzvg==",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "minipass": "^3.0.0"
-      },
-      "engines": {
-        "node": ">= 8"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/fs-minipass/node_modules/minipass": {
-      "version": "3.3.6",
-      "resolved": "https://registry.npmjs.org/minipass/-/minipass-3.3.6.tgz",
-      "integrity": "sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw==",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
     "node_modules/@mapbox/node-pre-gyp/node_modules/https-proxy-agent": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-5.0.1.tgz",
@@ -2631,56 +2591,6 @@
         "node": ">= 6"
       }
     },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/minipass": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/minipass/-/minipass-5.0.0.tgz",
-      "integrity": "sha512-3FnjYuehv9k6ovOEbyOswadCDPX1piCfhV8ncmYtHOjuPwylVWsghTLo7rabjC3Rx5xD4HDx8Wm1xnMF7S5qFQ==",
-      "license": "ISC",
-      "optional": true,
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/minizlib": {
-      "version": "2.1.2",
-      "resolved": "https://registry.npmjs.org/minizlib/-/minizlib-2.1.2.tgz",
-      "integrity": "sha512-bAxsR8BVfj60DWXHE3u30oHzfl4G7khkSuPW+qvpd7jFRHm7dLxOjUk1EHACJ/hxLY8phGJ0YhYHZo7jil7Qdg==",
-      "license": "MIT",
-      "optional": true,
-      "dependencies": {
-        "minipass": "^3.0.0",
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">= 8"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/minizlib/node_modules/minipass": {
-      "version": "3.3.6",
-      "resolved": "https://registry.npmjs.org/minipass/-/minipass-3.3.6.tgz",
-      "integrity": "sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw==",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/mkdirp": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz",
-      "integrity": "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==",
-      "license": "MIT",
-      "optional": true,
-      "bin": {
-        "mkdirp": "bin/cmd.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
     "node_modules/@mapbox/node-pre-gyp/node_modules/nopt": {
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/nopt/-/nopt-5.0.0.tgz",
@@ -2727,37 +2637,11 @@
         "node": ">=10"
       }
     },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/tar": {
-      "version": "6.2.1",
-      "resolved": "https://registry.npmjs.org/tar/-/tar-6.2.1.tgz",
-      "integrity": "sha512-DZ4yORTwrbTj/7MZYq2w+/ZFdI6OZ/f9SFHR+71gIVUZhOQPHzVCLpvRnPgyaMpfWxxk/4ONva3GQSyNIKRv6A==",
-      "deprecated": "Old versions of tar are not supported, and contain widely publicized security vulnerabilities, which have been fixed in the current version. Please update. Support for old versions may be purchased (at exorbitant rates) by contacting i@izs.me",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "chownr": "^2.0.0",
-        "fs-minipass": "^2.0.0",
-        "minipass": "^5.0.0",
-        "minizlib": "^2.1.1",
-        "mkdirp": "^1.0.3",
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/@mapbox/node-pre-gyp/node_modules/yallist": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
-      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A==",
-      "license": "ISC",
-      "optional": true
-    },
     "node_modules/@npmcli/agent": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/@npmcli/agent/-/agent-3.0.0.tgz",
       "integrity": "sha512-S79NdEgDQd/NGCay6TCoVzXSj74skRZIKJcpJjC5lOq34SZzyI6MqtiiWoiVWoVrTcGjNeC4ipbh1VIHlpfF5Q==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "agent-base": "^7.1.0",
@@ -2774,14 +2658,14 @@
       "version": "10.4.3",
       "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-10.4.3.tgz",
       "integrity": "sha512-JNAzZcXrCt42VGLuYz0zfAzDfAvJWW6AfYlDBQyDV5DClI2m5sAmK+OIO7s59XfsRsWHp02jAJrRadPRGTt6SQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC"
     },
     "node_modules/@npmcli/fs": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/@npmcli/fs/-/fs-4.0.0.tgz",
       "integrity": "sha512-/xGlezI6xfGO9NwuJlnwz/K14qD1kCSAGtacBHnGzeAIuJGazcp45KP5NuyARXoKb7cwulAGWVsbeSxdG/cb0Q==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "semver": "^7.3.5"
@@ -2794,7 +2678,7 @@
       "version": "7.7.4",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
       "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "bin": {
         "semver": "bin/semver.js"
@@ -2803,51 +2687,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/@npmcli/move-file": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@npmcli/move-file/-/move-file-2.0.1.tgz",
-      "integrity": "sha512-mJd2Z5TjYWq/ttPLLGqArdtnC74J6bOzg4rMDnN+p1xTacZ2yPRCk2y0oSWQtygLR9YVQXgOcONrwtnk3JupxQ==",
-      "deprecated": "This functionality has been moved to @npmcli/fs",
-      "license": "MIT",
-      "optional": true,
-      "dependencies": {
-        "mkdirp": "^1.0.4",
-        "rimraf": "^3.0.2"
-      },
-      "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
-      }
-    },
-    "node_modules/@npmcli/move-file/node_modules/mkdirp": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/mkdirp/-/mkdirp-1.0.4.tgz",
-      "integrity": "sha512-vVqVZQyf3WLx2Shd0qJ9xuvqgAyKPLAiqITEtqW0oIUjzo3PePDd6fW9iFz30ef7Ysp/oiWqbhszeGWW2T6Gzw==",
-      "license": "MIT",
-      "optional": true,
-      "bin": {
-        "mkdirp": "bin/cmd.js"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/@npmcli/move-file/node_modules/rimraf": {
-      "version": "3.0.2",
-      "resolved": "https://registry.npmjs.org/rimraf/-/rimraf-3.0.2.tgz",
-      "integrity": "sha512-JZkJMZkAGFFPP2YqXZXPbMlMBgsxzE8ILs4lMIX/2o0L9UBw9O/Y3o6wFw/i9YLapcUJWwqbi3kdxIPdC62TIA==",
-      "deprecated": "Rimraf versions prior to v4 are no longer supported",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "glob": "^7.1.3"
-      },
-      "bin": {
-        "rimraf": "bin.js"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/isaacs"
-      }
-    },
     "node_modules/@opentelemetry/api": {
       "version": "1.9.0",
       "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.0.tgz",
@@ -2861,7 +2700,6 @@
       "version": "0.11.0",
       "resolved": "https://registry.npmjs.org/@pkgjs/parseargs/-/parseargs-0.11.0.tgz",
       "integrity": "sha512-+1VkjdD0QBLPodGrJUeqarH8VAIvQODIbwh9XpP5Syisf7YoQgsJKPNFoqqLQlu+VQ/tVSshMR6loPMn8U+dPg==",
-      "dev": true,
       "license": "MIT",
       "optional": true,
       "engines": {
@@ -3291,16 +3129,6 @@
       "integrity": "sha512-OvjF+z51L3ov0OyAU0duzsYuvO01PH7x4t6DJx+guahgTnBHkhJdG7soQeTSFLWN3efnHyibZ4Z8l2EuWwJN3A==",
       "license": "MIT"
     },
-    "node_modules/@tootallnate/once": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@tootallnate/once/-/once-2.0.0.tgz",
-      "integrity": "sha512-XCuKFP5PS55gnMVu3dty8KPatLqUoy/ZYzDzAGCQ8JNFCkLXzmI7vNHCR+XpbZaMWQK/vQubr7PkYq8g470J/A==",
-      "license": "MIT",
-      "optional": true,
-      "engines": {
-        "node": ">= 10"
-      }
-    },
     "node_modules/@tsconfig/node10": {
       "version": "1.0.12",
       "resolved": "https://registry.npmjs.org/@tsconfig/node10/-/node10-1.0.12.tgz",
@@ -3447,7 +3275,6 @@
       "resolved": "https://registry.npmjs.org/@types/node/-/node-22.19.17.tgz",
       "integrity": "sha512-wGdMcf+vPYM6jikpS/qhg6WiqSV/OhG+jeeHT/KlVqxYfD40iYJf9/AE1uQxVWFvU7MipKRkRv8NSHiCGgPr8Q==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "undici-types": "~6.21.0"
       }
@@ -3470,7 +3297,6 @@
       "integrity": "sha512-ilcTH/UniCkMdtexkoCN0bI7pMcJDvmQFPvuPvmEaYA/NSfFTAgdUSLAoVjaRJm7+6PvcM+q1zYOwS4wTYMF9w==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "csstype": "^3.2.2"
       }
@@ -3557,7 +3383,6 @@
       "integrity": "sha512-/Zb/xaIDfxeJnvishjGdcR4jmr7S+bda8PKNhRGdljDM+elXhlvN0FyPSsMnLmJUrVG9aPO6dof80wjMawsASg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@typescript-eslint/scope-manager": "8.58.2",
         "@typescript-eslint/types": "8.58.2",
@@ -3800,9 +3625,9 @@
       }
     },
     "node_modules/@xmldom/xmldom": {
-      "version": "0.8.12",
-      "resolved": "https://registry.npmjs.org/@xmldom/xmldom/-/xmldom-0.8.12.tgz",
-      "integrity": "sha512-9k/gHF6n/pAi/9tqr3m3aqkuiNosYTurLLUtc7xQ9sxB/wm7WPygCv8GYa6mS0fLJEHhqMC1ATYhz++U/lRHqg==",
+      "version": "0.8.13",
+      "resolved": "https://registry.npmjs.org/@xmldom/xmldom/-/xmldom-0.8.13.tgz",
+      "integrity": "sha512-KRYzxepc14G/CEpEGc3Yn+JKaAeT63smlDr+vjB8jRfgTBBI9wRj/nkQEO+ucV8p8I9bfKLWp37uHgFrbntPvw==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -3827,7 +3652,7 @@
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/abbrev/-/abbrev-3.0.1.tgz",
       "integrity": "sha512-AO2ac6pjRB3SJmGJo+v5/aK6Omggp6fsLrs6wN9bd35ulu4cCwaAU9+7ZhXjeqHVkaHThLuzH0nZr0YpCDhygg==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "engines": {
         "node": "^18.17.0 || >=20.5.0"
@@ -3839,7 +3664,6 @@
       "integrity": "sha512-UVJyE9MttOsBQIDKw1skb9nAwQuR5wuGD3+82K6JgJlm/Y+KI92oNsMNGZCYdDsVtRHSak0pcV5Dno5+4jh9sw==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "acorn": "bin/acorn"
       },
@@ -3896,830 +3720,791 @@
         }
       }
     },
-    "node_modules/active-win/node_modules/@npmcli/fs": {
-      "version": "2.1.2",
-      "resolved": "https://registry.npmjs.org/@npmcli/fs/-/fs-2.1.2.tgz",
-      "integrity": "sha512-yOJKRvohFOaLqipNtwYB9WugyZKhC/DZC4VYPmpaCzDBrA8YpK3qHZ8/HGscMnE4GqbkLNuVcCnxkeQEdGt6LQ==",
-      "license": "ISC",
-      "optional": true,
-      "dependencies": {
-        "@gar/promisify": "^1.1.3",
-        "semver": "^7.3.5"
-      },
+    "node_modules/agent-base": {
+      "version": "7.1.4",
+      "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-7.1.4.tgz",
+      "integrity": "sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ==",
+      "devOptional": true,
+      "license": "MIT",
       "engines": {
-        "node": "^12.13.0 || ^14.15.0 || >=16.0.0"
+        "node": ">= 14"
       }
     },
-    "node_modules/active-win/node_modules/abbrev": {
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-      "integrity": "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w==",
+      "version": "3.3.12",
+      "resolved": "https://registry.npmjs.org/nanoid/-/nanoid-3.3.12.tgz",
+      "integrity": "sha512-ZB9RH/39qpq5Vu6Y+NmUaFhQR6pp+M2Xt76XBnEwDaGcVAqhlvxrl3B2bKS5D3NH3QR76v3aSrKaF/Kiy7lEtQ==",
       "dev": true,
       "funding": [
         {
@@ -10047,7 +8810,7 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/negotiator/-/negotiator-1.0.0.tgz",
       "integrity": "sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "engines": {
         "node": ">= 0.6"
@@ -10080,10 +8843,13 @@
       }
     },
     "node_modules/node-addon-api": {
-      "version": "1.7.2",
-      "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-1.7.2.tgz",
-      "integrity": "sha512-ibPK3iA+vaY1eEjESkQkM0BbCqFOaZMiXRTtdB0u7b4djtY6JnsjvPdUHVMg6xQt3B8fpTTWHI9A+ADjM9frzg==",
-      "license": "MIT"
+      "version": "8.8.0",
+      "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-8.8.0.tgz",
+      "integrity": "sha512-c5Ko1fZJIJmzhFIkhRN76WTq+fC6tWnGy9CXA0fA+XygsWZmEwG8vmbkNqxMyoaa0Tin4djul49NzdVcJJcjeA==",
+      "license": "MIT",
+      "engines": {
+        "node": "^18 || ^20 || >= 21"
+      }
     },
     "node_modules/node-api-version": {
       "version": "0.2.1",
@@ -10152,7 +8918,7 @@
       "version": "11.5.0",
       "resolved": "https://registry.npmjs.org/node-gyp/-/node-gyp-11.5.0.tgz",
       "integrity": "sha512-ra7Kvlhxn5V9Slyus0ygMa2h+UqExPqUIkfk7Pc8QTLT956JLSy51uWFwHtIYy0vI8cB4BDhc/S03+880My/LQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "env-paths": "^2.2.0",
@@ -10188,7 +8954,7 @@
       "version": "7.7.4",
       "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz",
       "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "bin": {
         "semver": "bin/semver.js"
@@ -10216,17 +8982,11 @@
         "node-gyp-build": "^4.2.1"
       }
     },
-    "node_modules/node-window-manager/node_modules/node-addon-api": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/node-addon-api/-/node-addon-api-2.0.0.tgz",
-      "integrity": "sha512-ASCL5U13as7HhOExbT6OlWJJUV/lLzL2voOSP1UVehpRD8FbSrSDjfScK/KwAvVTI5AS6r4VwbOMlIqtvRidnA==",
-      "license": "MIT"
-    },
     "node_modules/nopt": {
       "version": "8.1.0",
       "resolved": "https://registry.npmjs.org/nopt/-/nopt-8.1.0.tgz",
       "integrity": "sha512-ieGu42u/Qsa4TFktmaKEwM6MQH0pOWnaB3htzh0JRtx84+Mebc0cbZYN5bC+6WTZ4+77xrL9Pn5m7CV6VIkV7A==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "abbrev": "^3.0.0"
@@ -10525,7 +9285,7 @@
       "version": "7.0.4",
       "resolved": "https://registry.npmjs.org/p-map/-/p-map-7.0.4.tgz",
       "integrity": "sha512-tkAQEw8ysMzmkhgw8k+1U/iPhWNhykKnSk4Rd5zLoPJCuJaGRPo6YposrZgaxHKzDHdDWWZvE/Sk7hsL2X/CpQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "engines": {
         "node": ">=18"
@@ -10772,9 +9532,8 @@
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.4.tgz",
       "integrity": "sha512-QP88BAKvMam/3NxH6vj2o21R6MjxZUAd6nlwAS/pnGvN9IVLocLHxGYIzFhg6fUQ+5th6P4dv4eW9jX3DSIj7A==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=12"
       },
@@ -10829,9 +9588,9 @@
       }
     },
     "node_modules/postcss": {
-      "version": "8.5.9",
-      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.9.tgz",
-      "integrity": "sha512-7a70Nsot+EMX9fFU3064K/kdHWZqGVY+BADLyXc8Dfv+mTLLVl6JzJpPaCZ2kQL9gIJvKXSLMHhqdRRjwQeFtw==",
+      "version": "8.5.15",
+      "resolved": "https://registry.npmjs.org/postcss/-/postcss-8.5.15.tgz",
+      "integrity": "sha512-FfR8sjd4em2T6fb3I2MwAJU7HWVMr9zba+enmQeeWFfCbm+UOC/0X4DS8XtpUTMwWMGbjKYP7xjfNekzyGmB3A==",
       "dev": true,
       "funding": [
         {
@@ -10849,7 +9608,7 @@
       ],
       "license": "MIT",
       "dependencies": {
-        "nanoid": "^3.3.11",
+        "nanoid": "^3.3.12",
         "picocolors": "^1.1.1",
         "source-map-js": "^1.2.1"
       },
@@ -10864,6 +9623,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "dependencies": {
         "commander": "^9.4.0"
       },
@@ -10881,6 +9641,7 @@
       "dev": true,
       "license": "MIT",
       "optional": true,
+      "peer": true,
       "engines": {
         "node": "^12.20.0 || >=14"
       }
@@ -10901,7 +9662,6 @@
       "integrity": "sha512-8c3mgTe0ASwWAJK+78dpviD+A8EqhndQPUBpNUIPt6+xWlIigCwfN01lWr9MAede4uqXGTEKeQWTvzb3vjia0Q==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "bin": {
         "prettier": "bin/prettier.cjs"
       },
@@ -10929,7 +9689,7 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/proc-log/-/proc-log-5.0.0.tgz",
       "integrity": "sha512-Azwzvl90HaF0aCz1JrDdXQykFakSSNPaPoiZ9fm5qJIMHioDZEi7OAdRwSm6rSoPtY3Qutnm3L7ogmg3dc+wbQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "engines": {
         "node": "^18.17.0 || >=20.5.0"
@@ -10944,13 +9704,6 @@
         "node": ">=0.4.0"
       }
     },
-    "node_modules/promise-inflight": {
-      "version": "1.0.1",
-      "resolved": "https://registry.npmjs.org/promise-inflight/-/promise-inflight-1.0.1.tgz",
-      "integrity": "sha512-6zWPyEOFaQBJYcGMHBKTKJ3u6TBsnMFOIZSa6ce1e/ZrrsOlnHRHbabMjLiBYKp+n44X9eUI6VUPaukCXHuG4g==",
-      "license": "ISC",
-      "optional": true
-    },
     "node_modules/promise-retry": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/promise-retry/-/promise-retry-2.0.1.tgz",
@@ -11027,7 +9780,6 @@
       "integrity": "sha512-llUJLzz1zTUBrskt2pwZgLq59AemifIftw4aB7JxOqf1HY2FDaGDxgwpAPVzHU1kdWabH7FauP4i1oEeer2WCA==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=0.10.0"
       }
@@ -11254,6 +10006,7 @@
       "deprecated": "Rimraf versions prior to v4 are no longer supported",
       "dev": true,
       "license": "ISC",
+      "peer": true,
       "dependencies": {
         "glob": "^7.1.3"
       },
@@ -11771,7 +10524,7 @@
       "version": "12.0.0",
       "resolved": "https://registry.npmjs.org/ssri/-/ssri-12.0.0.tgz",
       "integrity": "sha512-S7iGNosepx9RadX82oimUkvr0Ct7IjJbEbs4mJcTxst8um95J3sDYU1RBEOvdu6oL1Wek2ODI5i4MAw+dZ6cAQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "minipass": "^7.0.3"
@@ -12081,10 +10834,10 @@
       }
     },
     "node_modules/tar": {
-      "version": "7.5.13",
-      "resolved": "https://registry.npmjs.org/tar/-/tar-7.5.13.tgz",
-      "integrity": "sha512-tOG/7GyXpFevhXVh8jOPJrmtRpOTsYqUIkVdVooZYJS/z8WhfQUX8RJILmeuJNinGAMSu1veBr4asSHFt5/hng==",
-      "dev": true,
+      "version": "7.5.15",
+      "resolved": "https://registry.npmjs.org/tar/-/tar-7.5.15.tgz",
+      "integrity": "sha512-dzGK0boVlC4W5QFuQN1EFSl3bIDYsk7Tj40U6eIBnK2k/8ml7TZ5agbI5j5+qnoVcAA+rNtBml8SEiLxZpNqRQ==",
+      "devOptional": true,
       "license": "BlueOak-1.0.0",
       "dependencies": {
         "@isaacs/fs-minipass": "^4.0.0",
@@ -12101,7 +10854,7 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-5.0.0.tgz",
       "integrity": "sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==",
-      "dev": true,
+      "devOptional": true,
       "license": "BlueOak-1.0.0",
       "engines": {
         "node": ">=18"
@@ -12113,6 +10866,7 @@
       "integrity": "sha512-yYrrsWnrXMcdsnu/7YMYAofM1ktpL5By7vZhf15CrXijWWrEYZks5AXBudalfSWJLlnen/QUJUB5aoB0kqZUGA==",
       "dev": true,
       "license": "MIT",
+      "peer": true,
       "dependencies": {
         "mkdirp": "^0.5.1",
         "rimraf": "~2.6.2"
@@ -12200,7 +10954,7 @@
       "version": "0.2.16",
       "resolved": "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.16.tgz",
       "integrity": "sha512-pn99VhoACYR8nFHhxqix+uvsbXineAasWm5ojXoN8xEwK5Kd3/TrhNn1wByuD52UxWRLy8pu+kRMniEi6Eq9Zg==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "dependencies": {
         "fdir": "^6.5.0",
@@ -12214,9 +10968,9 @@
       }
     },
     "node_modules/tmp": {
-      "version": "0.2.5",
-      "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.5.tgz",
-      "integrity": "sha512-voyz6MApa1rQGUxT3E+BK7/ROe8itEx7vD8/HEvt4xwXucvQ5G5oeEiHkmHZJuBO21RpOf+YYm9MOivj709jow==",
+      "version": "0.2.7",
+      "resolved": "https://registry.npmjs.org/tmp/-/tmp-0.2.7.tgz",
+      "integrity": "sha512-e0votIpp4Uo2AJYSzVHV6xCcawuiez3DzqDAbrTc3YxBkplN6e+dM13ZeIcZnDg/QpSuU2zfZ3rzwY8ukEnaXw==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -12448,7 +11202,6 @@
       "integrity": "sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==",
       "dev": true,
       "license": "Apache-2.0",
-      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -12522,7 +11275,7 @@
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/unique-filename/-/unique-filename-4.0.0.tgz",
       "integrity": "sha512-XSnEewXmQ+veP7xX2dS5Q4yZAvO40cBN2MWkJ7D/6sW4Dg6wYBNwM1Vrnz1FhH5AdeLIlUXRI9e28z1YZi71NQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "unique-slug": "^5.0.0"
@@ -12535,7 +11288,7 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/unique-slug/-/unique-slug-5.0.0.tgz",
       "integrity": "sha512-9OdaqO5kwqR+1kVgHAhsp5vPNU0hnxRa26rBFNfNgM7M6pNtgzeBn3s/xbyCQL3dcjzOatcef6UUHpB/6MaETg==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "imurmurhash": "^0.1.4"
@@ -12646,7 +11399,6 @@
       "integrity": "sha512-Bby3NOsna2jsjfLVOHKes8sGwgl4TT0E6vvpYgnAYDIF/tie7MRaFthmKuHx1NSXjiTueXH3do80FMQgvEktRg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "esbuild": "^0.27.0",
         "fdir": "^6.5.0",
@@ -13238,7 +11990,7 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/which/-/which-5.0.0.tgz",
       "integrity": "sha512-JEdGzHwwkrbWoGOlIHqQ5gtprKGOenpDHpxE9zVR1bWbOtYRyPPHMe9FaP6x61CmNaTThSkb0DAJte5jD+DmzQ==",
-      "dev": true,
+      "devOptional": true,
       "license": "ISC",
       "dependencies": {
         "isexe": "^3.1.1"
@@ -13540,7 +12292,6 @@
       "resolved": "https://registry.npmjs.org/zod/-/zod-4.3.6.tgz",
       "integrity": "sha512-rftlrkhHZOcjDwkGlnUtZZkvaPHCsDATp4pGpuOOMDaTdDDXF91wuVDJoWoPsKX/3YPQ5fHuF3STjcYyKr+Qhg==",
       "license": "MIT",
-      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
diff --git a/package.json b/package.json
index d6c9c87..2deb2d1 100644
--- a/package.json
+++ b/package.json
@@ -8,6 +8,7 @@
   "scripts": {
     "format": "prettier --write .",
     "lint": "eslint --cache .",
+    "test:safety": "node --test -r ts-node/register/transpile-only test/safety-policy.test.ts",
     "typecheck:node": "tsc --noEmit -p tsconfig.node.json --composite false",
     "typecheck:web": "tsc --noEmit -p tsconfig.web.json --composite false",
     "typecheck": "npm run typecheck:node && npm run typecheck:web",
@@ -61,5 +62,19 @@
     "ts-node": "^10.9.2",
     "typescript": "^5.9.3",
     "vite": "^7.2.6"
+  },
+  "overrides": {
+    "@tootallnate/once": "^3.0.1",
+    "@xmldom/xmldom": "0.8.13",
+    "fast-uri": "^3.1.2",
+    "ip-address": "^10.2.0",
+    "node-addon-api": "^8.8.0",
+    "node-gyp": "^11.5.0",
+    "postcss": "^8.5.15",
+    "tar": "^7.5.15",
+    "tmp": "^0.2.7",
+    "minimatch@10.2.5": {
+      "brace-expansion": "^5.0.6"
+    }
   }
 }
diff --git a/resources/providers/volcengine-ark/manifest.json b/resources/providers/volcengine-ark/manifest.json
index bef2c54..e309851 100644
--- a/resources/providers/volcengine-ark/manifest.json
+++ b/resources/providers/volcengine-ark/manifest.json
@@ -16,7 +16,7 @@
       "model": {
         "type": "string",
         "title": "模型名称",
-        "default": "doubao-seed-2-0-lite-260215"
+        "default": "doubao-seed-2-0-lite-260428"
       },
       "systemPrompt": {
         "type": "string",
diff --git a/resources/providers/volcengine-ark/provider.bundle.js b/resources/providers/volcengine-ark/provider.bundle.js
index 4f0f6dc..e0ba3af 100644
--- a/resources/providers/volcengine-ark/provider.bundle.js
+++ b/resources/providers/volcengine-ark/provider.bundle.js
@@ -1,5 +1,6 @@
-const DEFAULT_MODEL = 'doubao-seed-2-0-lite-260215'
+const DEFAULT_MODEL = 'doubao-seed-2-0-lite-260428'
 const DEFAULT_BASE_URL = 'https://ark.cn-beijing.volces.com/api/v3'
+const DEFAULT_TIMEOUT_MS = 30_000
 const DEFAULT_PROMPT = `你是一个微信自动回复助手。你会收到一张微信/企业微信的聊天窗口截图。
 
 ## 你的任务
@@ -40,6 +41,7 @@ export function createProvider(context) {
           screenshot: input.screenshot,
           apiKey,
           model: providerConfig.model || DEFAULT_MODEL,
+          baseURL: providerConfig.baseURL || DEFAULT_BASE_URL,
           systemPrompt: providerConfig.systemPrompt || DEFAULT_PROMPT
         })
 
@@ -60,7 +62,7 @@ export function createProvider(context) {
   }
 }
 
-async function requestReply({ screenshot, apiKey, model, systemPrompt }) {
+async function requestReply({ screenshot, apiKey, model, baseURL, systemPrompt }) {
   const body = {
     model,
     messages: [
@@ -77,23 +79,36 @@ async function requestReply({ screenshot, apiKey, model, systemPrompt }) {
     stream: false
   }
 
-  const response = await fetch(`${DEFAULT_BASE_URL}/chat/completions`, {
-    method: 'POST',
-    headers: {
-      Authorization: `Bearer ${apiKey}`,
-      'Content-Type': 'application/json'
-    },
-    body: JSON.stringify(body)
-  })
-
-  if (!response.ok) {
-    throw new Error(`API request failed: ${response.status} ${response.statusText}`)
-  }
+  const controller = new AbortController()
+  const timer = setTimeout(() => controller.abort(), DEFAULT_TIMEOUT_MS)
+
+  try {
+    const response = await fetch(`${String(baseURL).replace(/\/+$/, '')}/chat/completions`, {
+      method: 'POST',
+      headers: {
+        Authorization: `Bearer ${apiKey}`,
+        'Content-Type': 'application/json'
+      },
+      body: JSON.stringify(body),
+      signal: controller.signal
+    })
+
+    if (!response.ok) {
+      throw new Error(`API request failed: ${response.status} ${response.statusText}`)
+    }
 
-  const json = await response.json()
-  return json && json.choices && json.choices[0] && json.choices[0].message
-    ? json.choices[0].message.content || ''
-    : ''
+    const json = await response.json()
+    return json && json.choices && json.choices[0] && json.choices[0].message
+      ? json.choices[0].message.content || ''
+      : ''
+  } catch (error) {
+    if (error && error.name === 'AbortError') {
+      throw new Error(`API request timeout after ${DEFAULT_TIMEOUT_MS / 1000}s`)
+    }
+    throw error
+  } finally {
+    clearTimeout(timer)
+  }
 }
 
 function normalizeImageUrl(screenshot) {
diff --git a/scripts/test-cli.ts b/scripts/test-cli.ts
index a20589f..fa5eed0 100644
--- a/scripts/test-cli.ts
+++ b/scripts/test-cli.ts
@@ -10,12 +10,11 @@ app.whenReady().then(async () => {
 
     const action = process.env.TEST_MODE
     console.log(`\n\n--- 🚀 Running isolated atom CLI test: ${action} ---\n\n`)
-    
+
     if (action === 'screenshot') await runScreenshotTest()
     else if (action === 'reply') await runReplyTest()
     else if (action === 'switch') await runSwitchTest()
     else console.error(`Unknown test mode: ${action}`)
-
   } catch (err) {
     console.error(err)
   } finally {
diff --git a/skills/sightflow-agent/SKILL.md b/skills/sightflow-agent/SKILL.md
index 3f64f4f..15f3235 100644
--- a/skills/sightflow-agent/SKILL.md
+++ b/skills/sightflow-agent/SKILL.md
@@ -4,7 +4,7 @@ description: >
   控制 SightFlow 桌面智能体的启动、暂停和状态查询。
   当用户需要启动 / 暂停 SightFlow 消息自动回复智能体，或查询其运行状态时使用此 skill。
   智能体应用需要提前启动并保持运行。
-metadata: {"openclaw":{"emoji":"👁️","requires":{"os":["macos","windows"]}}}
+metadata: { 'openclaw': { 'emoji': '👁️', 'requires': { 'os': ['macos', 'windows'] } } }
 ---
 
 # SightFlow Agent 控制 Skill
@@ -14,6 +14,9 @@ metadata: {"openclaw":{"emoji":"👁️","requires":{"os":["macos","windows"]}}}
 ## 前置条件
 
 - SightFlow 桌面客户端必须已经启动并运行
+- 如需通过 HTTP 启动 / 暂停，请在启动客户端前设置 `SIGHTFLOW_SKILL_TOKEN`
+- 如需运行非内置 Provider，请在确认来源可信后设置 `SIGHTFLOW_ALLOW_CUSTOM_PROVIDER_CODE=1`
+- 非内置 Provider 会在独立 utility process 中运行，但仍不等于完整系统沙箱
 - 已在「设置」中填写视觉接口密钥 (Vision API Key)
 - 已安装并配置好聊天 Provider（如火山方舟）
 
@@ -26,16 +29,20 @@ curl -s http://127.0.0.1:12680/skill/status
 ```
 
 **响应：**
+
 - `{ "ok": true, "status": "running" }` — 智能体正在运行
 - `{ "ok": true, "status": "stopped" }` — 智能体已停止
 
 ### 启动智能体
 
 ```bash
-curl -s -X POST http://127.0.0.1:12680/skill/start
+curl -s -X POST \
+  -H "x-sightflow-token: $SIGHTFLOW_SKILL_TOKEN" \
+  http://127.0.0.1:12680/skill/start
 ```
 
 **响应：**
+
 - `{ "ok": true }` — 启动成功
 - `{ "ok": false, "error": "<error_code>", "message": "<details>" }` — 启动失败
 
@@ -48,14 +55,19 @@ curl -s -X POST http://127.0.0.1:12680/skill/start
 | `engine_failed` | 引擎启动失败 |
 | `already_running` | 智能体已在运行中 |
 | `operation_in_progress` | 有其他启动 / 暂停操作正在执行 |
+| `skill_token_not_configured` | 未设置 `SIGHTFLOW_SKILL_TOKEN`，HTTP 启停被禁用 |
+| `unauthorized` | 缺少或传入了错误的 `x-sightflow-token` |
 
 ### 暂停智能体
 
 ```bash
-curl -s -X POST http://127.0.0.1:12680/skill/pause
+curl -s -X POST \
+  -H "x-sightflow-token: $SIGHTFLOW_SKILL_TOKEN" \
+  http://127.0.0.1:12680/skill/pause
 ```
 
 **响应：**
+
 - `{ "ok": true }` — 暂停成功
 - `{ "ok": false, "error": "<error_code>", "message": "<details>" }` — 暂停失败
 
@@ -65,6 +77,8 @@ curl -s -X POST http://127.0.0.1:12680/skill/pause
 | `not_running` | 智能体未在运行 |
 | `operation_in_progress` | 有其他启动 / 暂停操作正在执行 |
 | `pause_failed` | 内部停止流程异常 |
+| `skill_token_not_configured` | 未设置 `SIGHTFLOW_SKILL_TOKEN`，HTTP 启停被禁用 |
+| `unauthorized` | 缺少或传入了错误的 `x-sightflow-token` |
 
 ## 使用流程
 
@@ -75,6 +89,7 @@ curl -s -X POST http://127.0.0.1:12680/skill/pause
 ## 注意事项
 
 - 所有请求都是本地请求（127.0.0.1），无需网络
+- 服务端会校验 `Host` 必须是 `127.0.0.1` / `localhost` / `::1`
 - 启动 / 暂停操作有并发保护，同一时间只能执行一个操作
 - 远程启动 / 暂停后，桌面客户端 UI 会同步切换到对应状态
 - 如果返回 `no_vision_key` / `no_provider` / `missing_required_field`，需要用户在桌面客户端「设置」中补全配置
diff --git a/src/core/ai-client.ts b/src/core/ai-client.ts
index 7147997..4266edd 100644
--- a/src/core/ai-client.ts
+++ b/src/core/ai-client.ts
@@ -6,6 +6,8 @@
 //   1. 聊天回复：截图 → AI 分析 → 回复文字
 //   2. VLM 视觉检测：截图 → AI 分析 → bbox/point 坐标
 
+import { getErrorMessage, isAbortError } from './error-utils'
+
 export interface AIClientConfig {
   apiKey: string
   model: string
@@ -13,7 +15,7 @@ export interface AIClientConfig {
   systemPrompt: string
 }
 
-const DEFAULT_MODEL = 'doubao-seed-2-0-lite-260215'
+const DEFAULT_MODEL = 'doubao-seed-2-0-lite-260428'
 const DEFAULT_BASE_URL = 'https://ark.cn-beijing.volces.com/api/v3'
 
 const REPLY_SYSTEM_PROMPT = `你是一个微信自动回复助手。你会收到一张微信/企业微信的聊天窗口截图。
@@ -28,6 +30,23 @@ const REPLY_SYSTEM_PROMPT = `你是一个微信自动回复助手。你会收到
 4. 如果无法判断是否需要回复，输出 [SKIP]
 5. 回复要自然、口语化，像真人对话`
 
+type ChatMessage =
+  | { role: 'system'; content: string }
+  | {
+      role: 'user'
+      content:
+        | string
+        | Array<{ type: 'image_url'; image_url: { url: string } } | { type: 'text'; text: string }>
+    }
+
+interface ChatCompletionResponse {
+  choices?: Array<{
+    message?: {
+      content?: unknown
+    }
+  }>
+}
+
 export class AIClient {
   private config: AIClientConfig
 
@@ -61,9 +80,9 @@ export class AIClient {
       }
 
       return replyText.trim()
-    } catch (error: any) {
+    } catch (error: unknown) {
       const elapsed = ((Date.now() - startTime) / 1000).toFixed(1)
-      console.error(`[AIClient] 聊天回复失败 (${elapsed}s):`, error?.message || error)
+      console.error(`[AIClient] 聊天回复失败 (${elapsed}s):`, getErrorMessage(error))
       throw error
     }
   }
@@ -84,9 +103,7 @@ export class AIClient {
    * 纯文本调用（不带图片）— 用于 testConnection 等
    */
   async callText(userMessage: string): Promise<string> {
-    const data = await this.callAPI([
-      { role: 'user', content: userMessage }
-    ])
+    const data = await this.callAPI([{ role: 'user', content: userMessage }])
     return this.extractText(data)
   }
 
@@ -97,8 +114,8 @@ export class AIClient {
     try {
       await this.callText('你好，请回复"连接成功"。')
       return { success: true }
-    } catch (error: any) {
-      return { success: false, error: error?.message || String(error) }
+    } catch (error: unknown) {
+      return { success: false, error: getErrorMessage(error) }
     }
   }
 
@@ -121,9 +138,7 @@ export class AIClient {
     imageBase64: string
   ): Promise<string> {
     const rawBase64 = this.stripBase64Prefix(imageBase64)
-    const imageUrl = rawBase64.startsWith('http')
-      ? rawBase64
-      : `data:image/png;base64,${rawBase64}`
+    const imageUrl = rawBase64.startsWith('http') ? rawBase64 : `data:image/png;base64,${rawBase64}`
 
     const data = await this.callAPI([
       { role: 'system', content: systemPrompt },
@@ -144,7 +159,7 @@ export class AIClient {
    * thinking 字段是火山方舟对标 OpenAI Responses API 的扩展参数，
    * 在非火山供应商上会被忽略，放在这里不影响兼容性
    */
-  private async callAPI(messages: any[]): Promise<any> {
+  private async callAPI(messages: ChatMessage[]): Promise<ChatCompletionResponse> {
     const url = `${this.config.baseURL}/chat/completions`
     const TIMEOUT_MS = 30_000 // 30 秒超时
     const callStart = Date.now()
@@ -184,17 +199,17 @@ export class AIClient {
         throw new Error(`API request failed: ${response.status} - ${errorText.slice(0, 200)}`)
       }
 
-      const json = await response.json()
+      const json = (await response.json()) as ChatCompletionResponse
       const totalElapsed = ((Date.now() - callStart) / 1000).toFixed(1)
       console.log(`[AIClient] 解析完成 (${totalElapsed}s)`)
       return json
-    } catch (error: any) {
+    } catch (error: unknown) {
       const elapsed = ((Date.now() - callStart) / 1000).toFixed(1)
-      if (error?.name === 'AbortError') {
+      if (isAbortError(error)) {
         console.error(`[AIClient] ⏱ 超时！已等待 ${elapsed}s，上限 ${TIMEOUT_MS / 1000}s`)
         throw new Error(`AI API 请求超时 (${TIMEOUT_MS / 1000}s)`)
       }
-      console.error(`[AIClient] 请求异常 (${elapsed}s):`, error?.message)
+      console.error(`[AIClient] 请求异常 (${elapsed}s):`, getErrorMessage(error))
       throw error
     } finally {
       clearTimeout(timer)
@@ -205,7 +220,7 @@ export class AIClient {
    * 从 OpenAI 兼容 /chat/completions 返回值中提取文本
    * 格式: { choices: [{ message: { role, content: string } }] }
    */
-  private extractText(responseData: any): string {
+  private extractText(responseData: ChatCompletionResponse): string {
     const content = responseData?.choices?.[0]?.message?.content
     if (typeof content === 'string' && content.length > 0) {
       return content
diff --git a/src/core/box-select-device.ts b/src/core/box-select-device.ts
index 6f3358c..b2620fb 100644
--- a/src/core/box-select-device.ts
+++ b/src/core/box-select-device.ts
@@ -184,8 +184,8 @@ export class BoxSelectDevice implements DesktopDevice {
     const inputArea = getInputAreaFromCache(this.appType)
     if (!inputArea) throw new Error('尚未测量输入框区域')
     const [x, y] = inputArea.coordinates
-    const ok = await sendReplyByCoordsAction(x, y, text)
-    if (!ok) throw new Error('发送消息失败')
+    const ok = await sendReplyByCoordsAction(x, y, text, 'draft')
+    if (!ok) throw new Error('填写草稿失败')
   }
 
   // 通用 IM 一般单击就能切换会话，统一走 defaultClickPolicy(appType)，
diff --git a/src/core/error-utils.ts b/src/core/error-utils.ts
new file mode 100644
index 0000000..39a16cb
--- /dev/null
+++ b/src/core/error-utils.ts
@@ -0,0 +1,9 @@
+export function getErrorMessage(error: unknown): string {
+  return error instanceof Error ? error.message : String(error)
+}
+
+export function isAbortError(error: unknown): boolean {
+  return Boolean(
+    error && typeof error === 'object' && 'name' in error && error.name === 'AbortError'
+  )
+}
diff --git a/src/core/generic-channel-session.ts b/src/core/generic-channel-session.ts
index 4a76aec..3a633b0 100644
--- a/src/core/generic-channel-session.ts
+++ b/src/core/generic-channel-session.ts
@@ -74,7 +74,7 @@ export class GenericChannelSession implements ChannelSession<GenericChannelState
 
       case 'provider.reply_text':
         await this.device.sendMessage(event.content)
-        ctx.host.log('reply', event.content)
+        ctx.host.log('reply', `已填入草稿：${event.content}`)
         await this.device.setChatBaseline()
         ctx.state.latestChatBaseline = Date.now()
         ctx.host.enqueue({ type: 'check_unread' })
diff --git a/src/core/local-provider.ts b/src/core/local-provider.ts
index cd2ba13..195c875 100644
--- a/src/core/local-provider.ts
+++ b/src/core/local-provider.ts
@@ -1,5 +1,6 @@
 import { AIClient, AIClientConfig } from './ai-client'
 import { ProviderAdapter, ProviderEvent, ProviderInput } from './session-types'
+import { getErrorMessage } from './error-utils'
 import { mkdir, writeFile } from 'node:fs/promises'
 import os from 'node:os'
 import path from 'node:path'
@@ -33,10 +34,10 @@ export class LocalProvider implements ProviderAdapter {
       }
 
       yield { type: 'reply_text', content: reply }
-    } catch (error: any) {
+    } catch (error: unknown) {
       yield {
         type: 'error',
-        error: error?.message || String(error) || 'Provider 调用失败'
+        error: getErrorMessage(error) || 'Provider 调用失败'
       }
     }
   }
diff --git a/src/core/mock-device.ts b/src/core/mock-device.ts
index 3b3da0c..aaf2320 100644
--- a/src/core/mock-device.ts
+++ b/src/core/mock-device.ts
@@ -3,15 +3,14 @@
 
 import { DesktopDevice } from './device'
 import { desktopCapturer } from 'electron'
-import { AppType } from './rpa/types'
 import { BBox } from './rpa/vision-utils'
 
 export class MockDevice implements DesktopDevice {
-  setAppType(_appType: AppType): void {
+  setAppType(): void {
     // Mock 不依赖窗口类型
   }
 
-  setApiKey(_apiKey: string): void {
+  setApiKey(): void {
     // Mock: 不需要 API key
   }
 
diff --git a/src/core/rpa-device.ts b/src/core/rpa-device.ts
index 7a112ab..320a235 100644
--- a/src/core/rpa-device.ts
+++ b/src/core/rpa-device.ts
@@ -9,7 +9,11 @@ import { AIClient } from './ai-client'
 import { AppType } from './rpa/types'
 import { BBox } from './rpa/vision-utils'
 import { captureChatMainArea } from './rpa/screenshot-utils'
-import { sendReplyAction, activeUnreadByClickAction, clickUnreadContactAction } from './rpa/input-utils'
+import {
+  sendReplyAction,
+  activeUnreadByClickAction,
+  clickUnreadContactAction
+} from './rpa/input-utils'
 import {
   hasUnreadMessage as hasUnreadMessageDetect,
   isChatContactUnread as isChatContactUnreadDetect
@@ -70,7 +74,8 @@ export class RPADevice implements DesktopDevice {
       // 提前校验应用窗口，避免大模型成本和迷惑性报错
       const windowInfo = await getWechatWindowInfo(this.appType)
       if (!windowInfo) {
-        const appName = this.appType === 'wechat' ? '微信' : (this.appType === 'wework' ? '企业微信' : 'WhatsApp')
+        const appName =
+          this.appType === 'wechat' ? '微信' : this.appType === 'wework' ? '企业微信' : 'WhatsApp'
         return { success: false, error: `未找到${appName}窗口，请确保已打开且未被完全遮挡/最小化` }
       }
 
@@ -96,9 +101,8 @@ export class RPADevice implements DesktopDevice {
           firstContact: unreadResult.value.firstContact?.coordinates
         })
       } else {
-        const error = unreadResult.status === 'rejected'
-          ? unreadResult.reason
-          : (unreadResult.value as any)?.error
+        const error =
+          unreadResult.status === 'rejected' ? unreadResult.reason : unreadResult.value.error
         console.error('[RPADevice] 未读区域检测失败:', error)
       }
 
@@ -117,9 +121,8 @@ export class RPADevice implements DesktopDevice {
           console.warn('[RPADevice] 输入框反推失败')
         }
       } else {
-        const error = layoutResult.status === 'rejected'
-          ? layoutResult.reason
-          : (layoutResult.value as any)?.error
+        const error =
+          layoutResult.status === 'rejected' ? layoutResult.reason : layoutResult.value.error
         console.warn('[RPADevice] 主布局检测失败（非致命）:', error)
       }
 
@@ -140,7 +143,7 @@ export class RPADevice implements DesktopDevice {
 
       console.log('[RPADevice] 布局测量完成 ✓')
       return { success: true }
-    } catch (error: any) {
+    } catch (error: unknown) {
       console.error('[RPADevice] 布局测量异常:', error)
       return { success: false, error: String(error) }
     }
@@ -229,9 +232,9 @@ export class RPADevice implements DesktopDevice {
   // ── 动作层 ──
 
   async sendMessage(text: string): Promise<void> {
-    const success = await sendReplyAction(this.appType, text)
+    const success = await sendReplyAction(this.appType, text, 'draft')
     if (!success) {
-      throw new Error('发送消息失败')
+      throw new Error('填写草稿失败')
     }
   }
 
diff --git a/src/core/rpa/has-unread.ts b/src/core/rpa/has-unread.ts
index 1d98560..aebdcf6 100644
--- a/src/core/rpa/has-unread.ts
+++ b/src/core/rpa/has-unread.ts
@@ -9,6 +9,7 @@
 //   含边缘分析 + 自适应 crop 扩展重试
 
 import { AIClient } from '../ai-client'
+import { getErrorMessage } from '../error-utils'
 import { AppType } from './types'
 import { captureWechatWindow, calculateRedDotPercentage } from './screenshot-utils'
 import { getWindowInfo } from './window-utils'
@@ -53,10 +54,7 @@ export async function hasUnreadMessage(
     }
 
     // 3. bbox → crop bounds
-    const cropBounds = bboxToCropBounds(
-      unreadArea.chatEntranceArea.bbox,
-      windowInfo.bounds
-    )
+    const cropBounds = bboxToCropBounds(unreadArea.chatEntranceArea.bbox, windowInfo.bounds)
 
     // 4. 局部截图
     const screenshotResult = await captureWechatWindow(appType, cropBounds)
@@ -88,9 +86,9 @@ export async function hasUnreadMessage(
       percentage,
       chatEntranceArea: unreadArea.chatEntranceArea
     }
-  } catch (error: any) {
+  } catch (error: unknown) {
     console.error('[HasUnread] Step 1 失败:', error)
-    return { success: false, error: error?.message || String(error) }
+    return { success: false, error: getErrorMessage(error) }
   }
 }
 
@@ -116,10 +114,10 @@ export async function isChatContactUnread(
   firstContact?: { bbox: BBox; coordinates: [number, number] }
   error?: string
 }> {
-  const THRESHOLD = 4         // 4% 红点占比阈值
+  const THRESHOLD = 4 // 4% 红点占比阈值
   const NO_RED_THRESHOLD = 0.5 // 低于此值认为没有红点
   const MAX_RETRIES = 2
-  const EXPAND_STEP = 0.1     // 每次扩展 10%
+  const EXPAND_STEP = 0.1 // 每次扩展 10%
 
   try {
     console.log('[HasUnread] Step 2: 细检测 — 检测联系人头像红点')
@@ -142,7 +140,7 @@ export async function isChatContactUnread(
     const cropBounds = bboxToCropBounds(firstContact.bbox, windowInfo.bounds)
     cropBounds.width = cropBounds.height // 1:1 正方形
 
-    let currentCrop = { ...cropBounds }
+    const currentCrop = { ...cropBounds }
     let retryCount = 0
     let lastPercentage = 0
 
@@ -159,10 +157,7 @@ export async function isChatContactUnread(
       }
 
       // 红点像素扫描
-      const percentage = await calculateRedDotPercentage(
-        screenshotResult.screenshotBase64,
-        true
-      )
+      const percentage = await calculateRedDotPercentage(screenshotResult.screenshotBase64, true)
 
       if (percentage === null) {
         return { success: false, error: '红点计算失败' }
@@ -201,9 +196,7 @@ export async function isChatContactUnread(
         percentage: `${percentage.toFixed(2)}%`
       })
 
-      const edgeAnalysis = await analyzeRedPixelEdge(
-        screenshotResult.screenshotBase64
-      )
+      const edgeAnalysis = await analyzeRedPixelEdge(screenshotResult.screenshotBase64)
 
       if (!edgeAnalysis || !edgeAnalysis.hasEdgeTouch) {
         // 无边缘触碰，用当前结果
@@ -256,9 +249,9 @@ export async function isChatContactUnread(
       percentage: lastPercentage,
       firstContact
     }
-  } catch (error: any) {
+  } catch (error: unknown) {
     console.error('[HasUnread] Step 2 失败:', error)
-    return { success: false, error: error?.message || String(error) }
+    return { success: false, error: getErrorMessage(error) }
   }
 }
 
@@ -276,15 +269,10 @@ interface EdgeAnalysis {
  * 分析红色像素的边缘分布
  * 如果红色像素触碰了 crop 的边缘，说明红点可能被截断了
  */
-async function analyzeRedPixelEdge(
-  base64Image: string
-): Promise<EdgeAnalysis | null> {
+async function analyzeRedPixelEdge(base64Image: string): Promise<EdgeAnalysis | null> {
   try {
     const { Jimp, intToRGBA } = await import('jimp')
-    const buffer = Buffer.from(
-      base64Image.replace(/^data:image\/\w+;base64,/, ''),
-      'base64'
-    )
+    const buffer = Buffer.from(base64Image.replace(/^data:image\/\w+;base64,/, ''), 'base64')
     const image = await Jimp.read(buffer)
     const { width, height } = image.bitmap
 
diff --git a/src/core/rpa/image-compare.ts b/src/core/rpa/image-compare.ts
index 5eae9a8..ed3c262 100644
--- a/src/core/rpa/image-compare.ts
+++ b/src/core/rpa/image-compare.ts
@@ -10,10 +10,9 @@ import { PNG } from 'pngjs'
 
 // pixelmatch v7 是纯 ESM 包，Rollup CJS interop 可能把 module 对象当 default export
 // 运行时 fallback：如果不是函数就取 .default
+const pixelmatchModule = _pixelmatch as typeof _pixelmatch & { default?: typeof _pixelmatch }
 const pixelmatch: typeof _pixelmatch =
-  typeof _pixelmatch === 'function'
-    ? _pixelmatch
-    : ((_pixelmatch as any).default as typeof _pixelmatch)
+  typeof _pixelmatch === 'function' ? _pixelmatch : (pixelmatchModule.default ?? _pixelmatch)
 
 export interface CompareResult {
   /** 是否有变化 */
diff --git a/src/core/rpa/index.ts b/src/core/rpa/index.ts
index 0dd5d03..d45e923 100644
--- a/src/core/rpa/index.ts
+++ b/src/core/rpa/index.ts
@@ -1,13 +1,32 @@
-export { captureWechatWindow, takeWeChatScreenshot, calculateRedDotPercentage, captureChatMainArea } from './screenshot-utils'
+export {
+  captureWechatWindow,
+  takeWeChatScreenshot,
+  calculateRedDotPercentage,
+  captureChatMainArea
+} from './screenshot-utils'
 export type { AppType } from './types'
 export { getWindowInfo, getWechatWindowInfo } from './window-utils'
 export { sendReplyAction, activeUnreadByClickAction, clickUnreadContactAction } from './input-utils'
-export { compareImages, hasImageChanged, setChatBaseline, clearChatBaseline, hasChatBaseline, checkChatAreaDiff } from './image-compare'
+export {
+  compareImages,
+  hasImageChanged,
+  setChatBaseline,
+  clearChatBaseline,
+  hasChatBaseline,
+  checkChatAreaDiff
+} from './image-compare'
 export { hasUnreadMessage, isChatContactUnread } from './has-unread'
 export {
-  parseBBoxes, parsePoint,
-  bboxToScreenCoords, pointToScreenCoords, bboxToCropBounds,
-  detectUnreadArea, getUnreadArea,
-  getLayoutCache, setLayoutCache, clearLayoutCache,
-  type BBox, type LayoutCache
+  parseBBoxes,
+  parsePoint,
+  bboxToScreenCoords,
+  pointToScreenCoords,
+  bboxToCropBounds,
+  detectUnreadArea,
+  getUnreadArea,
+  getLayoutCache,
+  setLayoutCache,
+  clearLayoutCache,
+  type BBox,
+  type LayoutCache
 } from './vision-utils'
diff --git a/src/core/rpa/input-utils.ts b/src/core/rpa/input-utils.ts
index 0067e61..d88db1c 100644
--- a/src/core/rpa/input-utils.ts
+++ b/src/core/rpa/input-utils.ts
@@ -7,6 +7,15 @@ const IS_MAC = process.platform === 'darwin'
 
 import { delay, randomDelayIn, getRobot } from './util'
 
+export type ReplyDeliveryMode = 'draft' | 'send'
+
+interface WindowBounds {
+  x: number
+  y: number
+  width: number
+  height: number
+}
+
 // 原版 whatsapp-agent-demo 的贝塞尔曲线仿人滑动
 async function humanLikeMove(
   targetX: number,
@@ -41,15 +50,17 @@ async function humanLikeMove(
   // 生成贝塞尔曲线控制点 (Cubic Bezier)
   const ctrl1X = startPos.x + dx * Math.random() * 0.5 + (Math.random() - 0.5) * distance * 0.2
   const ctrl1Y = startPos.y + dy * Math.random() * 0.5 + (Math.random() - 0.5) * distance * 0.2
-  const ctrl2X = startPos.x + dx * (0.5 + Math.random() * 0.5) + (Math.random() - 0.5) * distance * 0.2
-  const ctrl2Y = startPos.y + dy * (0.5 + Math.random() * 0.5) + (Math.random() - 0.5) * distance * 0.2
+  const ctrl2X =
+    startPos.x + dx * (0.5 + Math.random() * 0.5) + (Math.random() - 0.5) * distance * 0.2
+  const ctrl2Y =
+    startPos.y + dy * (0.5 + Math.random() * 0.5) + (Math.random() - 0.5) * distance * 0.2
 
   for (let i = 1; i <= steps; i++) {
     const t = i / steps
-    
+
     // 匀速转非线性 (Ease Out)
     const easeT = t * (2 - t)
-    
+
     const mt = 1 - easeT
     const mt2 = mt * mt
     const mt3 = mt2 * mt
@@ -57,8 +68,10 @@ async function humanLikeMove(
     const easeT3 = easeT2 * easeT
 
     // 贝塞尔曲线公式计算
-    const x = mt3 * startPos.x + 3 * mt2 * easeT * ctrl1X + 3 * mt * easeT2 * ctrl2X + easeT3 * targetX
-    const y = mt3 * startPos.y + 3 * mt2 * easeT * ctrl1Y + 3 * mt * easeT2 * ctrl2Y + easeT3 * targetY
+    const x =
+      mt3 * startPos.x + 3 * mt2 * easeT * ctrl1X + 3 * mt * easeT2 * ctrl2X + easeT3 * targetX
+    const y =
+      mt3 * startPos.y + 3 * mt2 * easeT * ctrl1Y + 3 * mt * easeT2 * ctrl2Y + easeT3 * targetY
 
     // 加入随机细微抖动 (±1像素)
     const jitterX = i === steps ? 0 : (Math.random() - 0.5) * 2
@@ -69,7 +82,7 @@ async function humanLikeMove(
     // 变频延迟，模拟人类微停顿
     let stepDelay = baseDelay + Math.random() * 2
     if (i > steps * 0.8) stepDelay += 2
-    
+
     await delay(stepDelay)
   }
 }
@@ -104,11 +117,17 @@ export async function humanLikeClick(button: 'left' | 'right' = 'left'): Promise
   }
 }
 
-const getWeChatInputPosition = (bounds: any, scaleFactor: number) => {
+const getWeChatInputPosition = (
+  bounds: WindowBounds,
+  scaleFactor: number
+): { inputX: number; inputY: number } => {
   if (IS_WINDOWS) {
     const baseInputX = Math.round((bounds.x + bounds.width - 150) * scaleFactor)
     const baseInputY = Math.round((bounds.y + bounds.height - 40) * scaleFactor)
-    return { inputX: baseInputX + (Math.random() - 0.5) * 20, inputY: baseInputY - Math.random() * 5 }
+    return {
+      inputX: baseInputX + (Math.random() - 0.5) * 20,
+      inputY: baseInputY - Math.random() * 5
+    }
   }
   const baseInputX = bounds.x + bounds.width - 250
   const baseInputY = bounds.y + bounds.height - 20
@@ -122,12 +141,13 @@ const getWeChatInputPosition = (bounds: any, scaleFactor: number) => {
  * 1. humanLikeMove → 输入框焦点坐标 (x, y)
  * 2. 隐式鼠标左键点击聚焦
  * 3. 剪贴板 + Cmd/Ctrl+V 粘贴
- * 4. Enter 发送
+ * 4. 默认只留下草稿；显式 send 模式才 Enter 发送
  */
 export async function sendReplyByCoordsAction(
   x: number,
   y: number,
-  text: string
+  text: string,
+  mode: ReplyDeliveryMode = 'draft'
 ): Promise<boolean> {
   const robot = getRobot()
   if (!robot) {
@@ -153,6 +173,10 @@ export async function sendReplyByCoordsAction(
 
     await randomDelayIn(300, 500)
 
+    if (mode === 'draft') {
+      return true
+    }
+
     robot.keyTap('enter')
 
     if (IS_WINDOWS) {
@@ -168,7 +192,7 @@ export async function sendReplyByCoordsAction(
     }
 
     return true
-  } catch (err: any) {
+  } catch (err: unknown) {
     console.error('[sendReplyByCoordsAction] Failed:', err)
     return false
   }
@@ -177,8 +201,13 @@ export async function sendReplyByCoordsAction(
 /**
  * 业务原子 2：极简防检测回复模式（VLM 路线适配器）。
  * 从 layout cache 中找输入框坐标，缺失时回退到经验公式，最终调用 `sendReplyByCoordsAction`。
+ * 默认 draft 模式只粘贴内容，不按 Enter，避免模型输出被自动发出。
  */
-export async function sendReplyAction(appType: AppType, text: string): Promise<boolean> {
+export async function sendReplyAction(
+  appType: AppType,
+  text: string,
+  mode: ReplyDeliveryMode = 'draft'
+): Promise<boolean> {
   const windowInfo = await getWindowInfo(appType, false)
   if (!windowInfo || !windowInfo.bounds) {
     console.error('[sendReplyAction] 无法获取窗口信息')
@@ -204,7 +233,7 @@ export async function sendReplyAction(appType: AppType, text: string): Promise<b
     inputY = pos.inputY
   }
 
-  return sendReplyByCoordsAction(inputX, inputY, text)
+  return sendReplyByCoordsAction(inputX, inputY, text, mode)
 }
 
 export type ClickPolicy = 'single' | 'double'
@@ -265,9 +294,7 @@ export async function activeUnreadByClickAction(
  *
  * 参考 whatsapp-agent-demo 的 clickUnreadContact
  */
-export async function clickUnreadContactAction(
-  coordinates: [number, number]
-): Promise<void> {
+export async function clickUnreadContactAction(coordinates: [number, number]): Promise<void> {
   const robot = getRobot()
   if (!robot) return
 
diff --git a/src/core/rpa/screenshot-utils.ts b/src/core/rpa/screenshot-utils.ts
index 8edbf72..2538887 100644
--- a/src/core/rpa/screenshot-utils.ts
+++ b/src/core/rpa/screenshot-utils.ts
@@ -2,6 +2,7 @@ import { intToRGBA, Jimp } from 'jimp'
 import { desktopCapturer, screen } from 'electron'
 import { getWindowInfo, getWechatWindowInfo } from './window-utils'
 import { AppType, ScreenRect } from './types'
+import { getErrorMessage } from '../error-utils'
 
 const IS_MAC = process.platform === 'darwin'
 
@@ -17,6 +18,28 @@ interface ScreenshotCache {
   timestamp: number
 }
 
+interface CaptureWechatWindowResult {
+  success: boolean
+  screenshotBase64?: string
+  nativeImage?: Electron.NativeImage
+  bounds?: { x: number; y: number; width: number; height: number }
+  display?: {
+    id: number
+    bounds: { x: number; y: number; width: number; height: number }
+    scaleFactor: number
+  }
+  timestamp?: number
+  error?: string
+}
+
+interface TakeWechatScreenshotResult {
+  success: boolean
+  screenshot?: string
+  bounds?: { x: number; y: number; width: number; height: number }
+  scaleFactor?: number
+  error?: string
+}
+
 const screenshotCache = new Map<string, ScreenshotCache>()
 const screenshotPendingPromises = new Map<string, Promise<ScreenshotCache | null>>()
 const SCREENSHOT_CACHE_DURATION = 100 // 100ms
@@ -45,7 +68,11 @@ export function getChatContactAvatarBounds(): {
   return { x: 70, y: 64, width: 46, height: 68 }
 }
 
-export const takeWeChatScreenshot = async ({ wechatType = 'wechat' }: { wechatType: AppType }) => {
+export const takeWeChatScreenshot = async ({
+  wechatType = 'wechat'
+}: {
+  wechatType: AppType
+}): Promise<TakeWechatScreenshotResult> => {
   try {
     const windowInfo = await getWindowInfo(wechatType, true)
     if (!windowInfo) return { success: false, error: '未找到应用窗口' }
@@ -55,8 +82,8 @@ export const takeWeChatScreenshot = async ({ wechatType = 'wechat' }: { wechatTy
       bounds: windowInfo.bounds,
       scaleFactor: windowInfo.scaleFactor
     }
-  } catch (error: any) {
-    return { success: false, error: error.message }
+  } catch (error: unknown) {
+    return { success: false, error: getErrorMessage(error) }
   }
 }
 
@@ -85,7 +112,7 @@ export async function calculateRedDotPercentage(
       }
     }
     return (redPixelCount / totalPixels) * 100
-  } catch (error) {
+  } catch {
     return null
   }
 }
@@ -93,7 +120,7 @@ export async function calculateRedDotPercentage(
 export async function captureWechatWindow(
   appType: AppType = 'wechat',
   crop?: { x: number; y: number; width: number; height: number }
-): Promise<any> {
+): Promise<CaptureWechatWindowResult> {
   try {
     const windowCoreResult = await getWechatWindowInfo(appType)
     if (!windowCoreResult) return { success: false, error: '未找到窗口' }
@@ -207,8 +234,8 @@ export async function captureWechatWindow(
       bounds: captureResult.bounds,
       display: captureResult.display
     }
-  } catch (err: any) {
-    return { success: false, error: err.message }
+  } catch (err: unknown) {
+    return { success: false, error: getErrorMessage(err) }
   }
 }
 
@@ -270,8 +297,8 @@ export async function captureScreenRegion(rect: ScreenRect): Promise<{
       nativeImage: cropped,
       display: { id: display.id, bounds: display.bounds, scaleFactor }
     }
-  } catch (err: any) {
-    return { success: false, error: err?.message || String(err) }
+  } catch (err: unknown) {
+    return { success: false, error: getErrorMessage(err) }
   }
 }
 
@@ -338,7 +365,7 @@ export async function captureChatMainArea(appType: AppType): Promise<Electron.Na
       hasScreenshotBase64: Boolean(screenshotResult.screenshotBase64)
     })
     return null
-  } catch (error: any) {
+  } catch (error: unknown) {
     console.error('[captureChatMainArea] 异常:', error)
     return null
   }
diff --git a/src/core/rpa/tests/test-reply.ts b/src/core/rpa/tests/test-reply.ts
index 1e7c690..8865982 100644
--- a/src/core/rpa/tests/test-reply.ts
+++ b/src/core/rpa/tests/test-reply.ts
@@ -1,10 +1,10 @@
 import { RPADevice } from '../../rpa-device'
 
-export async function runReplyTest() {
+export async function runReplyTest(): Promise<void> {
   console.log('[Test] Running reply atom...')
   const device = new RPADevice()
   device.setAppType('wechat')
-  
+
   try {
     await device.sendMessage('这是一条自动化核心测试安全回复')
     console.log('✅ Reply sent successfully')
diff --git a/src/core/rpa/tests/test-screenshot.ts b/src/core/rpa/tests/test-screenshot.ts
index 7cc734c..00575e3 100644
--- a/src/core/rpa/tests/test-screenshot.ts
+++ b/src/core/rpa/tests/test-screenshot.ts
@@ -1,17 +1,18 @@
 import { RPADevice } from '../../rpa-device'
+import { getErrorMessage } from '../../error-utils'
 import * as fs from 'fs'
 
-export async function runScreenshotTest() {
+export async function runScreenshotTest(): Promise<void> {
   console.log('[Test] Running screenshot atom...')
   const device = new RPADevice()
   device.setAppType('wechat')
-  
+
   try {
     const screenshotStr = await device.screenshot()
     const base64Data = screenshotStr.replace(/^data:image\/\w+;base64,/, '')
     fs.writeFileSync('test-screenshot.png', Buffer.from(base64Data, 'base64'))
     console.log(`✅ Screenshot saved to test-screenshot.png (Size: ${screenshotStr.length})`)
-  } catch (err: any) {
-    console.error('❌ Screenshot failed', err)
+  } catch (err: unknown) {
+    console.error('❌ Screenshot failed', getErrorMessage(err))
   }
 }
diff --git a/src/core/rpa/tests/test-switch.ts b/src/core/rpa/tests/test-switch.ts
index e7e0bc3..89bc548 100644
--- a/src/core/rpa/tests/test-switch.ts
+++ b/src/core/rpa/tests/test-switch.ts
@@ -1,10 +1,10 @@
 import { RPADevice } from '../../rpa-device'
 
-export async function runSwitchTest() {
+export async function runSwitchTest(): Promise<void> {
   console.log('[Test] Running visual unread switch test...')
   const device = new RPADevice()
   device.setAppType('wechat')
-  
+
   // 1. 检测未读
   const unreadResult = await device.hasUnreadMessage()
   if (!unreadResult.hasUnread || !unreadResult.chatEntranceArea) {
diff --git a/src/core/rpa/tests/test-vlm-parallel.ts b/src/core/rpa/tests/test-vlm-parallel.ts
index bb9a867..a63e676 100644
--- a/src/core/rpa/tests/test-vlm-parallel.ts
+++ b/src/core/rpa/tests/test-vlm-parallel.ts
@@ -1,8 +1,12 @@
 import { AIClient } from '../../ai-client'
+import { getErrorMessage } from '../../error-utils'
 import { detectUnreadArea } from '../vision-utils'
 import { AppType } from '../types'
 
-export async function runVlmParallelTest(apiKey: string, appType: AppType = 'wechat') {
+export async function runVlmParallelTest(
+  apiKey: string,
+  appType: AppType = 'wechat'
+): Promise<{ success: boolean; elapsed: string; error?: string }> {
   const aiClient = new AIClient({ apiKey })
 
   console.log('[Test] 单独调 detectUnreadArea，计时开始...')
@@ -13,9 +17,10 @@ export async function runVlmParallelTest(apiKey: string, appType: AppType = 'wec
     console.log(`[Test] detectUnreadArea ${result.success ? '✓' : '✗'} (${elapsed}s)`)
     if (!result.success) console.log('[Test] error:', result.error)
     return { success: result.success, elapsed, error: result.error }
-  } catch (e: any) {
+  } catch (e: unknown) {
     const elapsed = ((Date.now() - t) / 1000).toFixed(1)
-    console.error(`[Test] detectUnreadArea 异常 (${elapsed}s):`, e?.message)
-    return { success: false, elapsed, error: e?.message }
+    const error = getErrorMessage(e)
+    console.error(`[Test] detectUnreadArea 异常 (${elapsed}s):`, error)
+    return { success: false, elapsed, error }
   }
 }
diff --git a/src/core/rpa/util.ts b/src/core/rpa/util.ts
index 04dd1ba..d100879 100644
--- a/src/core/rpa/util.ts
+++ b/src/core/rpa/util.ts
@@ -1,14 +1,33 @@
-export const delay = (ms: number) => new Promise(resolve => setTimeout(resolve, ms))
-export const randomDelay = (ms: number) => delay(ms + Math.random() * 20 - 10)
-export const randomDelayIn = (min: number, max: number) => delay(min + Math.random() * (max - min))
+import { createRequire } from 'node:module'
+import { getErrorMessage } from '../error-utils'
 
-export function getRobot() {
+const runtimeRequire = createRequire(import.meta.url)
+
+export interface RobotJs {
+  getMousePos(): { x: number; y: number }
+  moveMouse(x: number, y: number): void
+  mouseToggle(down: 'down' | 'up', button?: 'left' | 'right'): void
+  mouseClick(button?: 'left' | 'right'): void
+  keyTap(key: string, modifiers?: string[]): void
+  keyToggle(key: string, down: 'down' | 'up'): void
+}
+
+export const delay = (ms: number): Promise<void> =>
+  new Promise((resolve) => setTimeout(resolve, ms))
+export const randomDelay = (ms: number): Promise<void> => delay(ms + Math.random() * 20 - 10)
+export const randomDelayIn = (min: number, max: number): Promise<void> =>
+  delay(min + Math.random() * (max - min))
+
+export function getRobot(): RobotJs | null {
   try {
     // We use runtime require to prevent Vite/Webpack from attempting to eagerly bundle
     // native C++ add-ons which can cause build failures or crash the main process on load.
-    return require('@hurdlegroup/robotjs')
-  } catch (err: any) {
-    console.error('Failed to load @hurdlegroup/robotjs. Core RPA functions will not work.', err.message)
+    return runtimeRequire('@hurdlegroup/robotjs') as RobotJs
+  } catch (err: unknown) {
+    console.error(
+      'Failed to load @hurdlegroup/robotjs. Core RPA functions will not work.',
+      getErrorMessage(err)
+    )
     return null
   }
 }
diff --git a/src/core/rpa/vision-utils.ts b/src/core/rpa/vision-utils.ts
index 6b84b00..49ce2a7 100644
--- a/src/core/rpa/vision-utils.ts
+++ b/src/core/rpa/vision-utils.ts
@@ -5,6 +5,7 @@
 // 检测微信/企微布局（聊天入口、联系人列表、输入框等）
 
 import { AIClient } from '../ai-client'
+import { getErrorMessage } from '../error-utils'
 import { AppType, ScreenRect } from './types'
 import { captureWechatWindow } from './screenshot-utils'
 import { getWindowInfo, getWindowInfoSync } from './window-utils'
@@ -303,9 +304,9 @@ export async function detectUnreadArea(
     })
 
     return { success: true, chatEntranceArea, firstContact: firstContact || undefined }
-  } catch (error: any) {
+  } catch (error: unknown) {
     console.error('[VisionUtils] 检测失败:', error)
-    return { success: false, error: error?.message || String(error) }
+    return { success: false, error: getErrorMessage(error) }
   }
 }
 
@@ -324,7 +325,10 @@ export async function getUnreadArea(
   // 有完整 VLM bbox 缓存直接返回。box-select 写入的 rect-only 区域不能用于红点 bbox 检测。
   if (cache?.chatEntranceArea?.bbox && cache?.firstContact?.bbox) {
     return {
-      chatEntranceArea: { bbox: cache.chatEntranceArea.bbox, coordinates: cache.chatEntranceArea.coordinates },
+      chatEntranceArea: {
+        bbox: cache.chatEntranceArea.bbox,
+        coordinates: cache.chatEntranceArea.coordinates
+      },
       firstContact: { bbox: cache.firstContact.bbox, coordinates: cache.firstContact.coordinates }
     }
   }
@@ -380,7 +384,7 @@ export function getInputAreaFromCache(appType: AppType): LayoutAreaItem | null {
     return null
   }
 
-  const [x1, _y1, x2, y2] = cache.chatMainArea.bbox
+  const [x1, , x2, y2] = cache.chatMainArea.bbox
   const inputBbox: BBox = [x1, y2, x2, 1000] // chatMainArea 底边 → 窗口底边
 
   // 需要窗口信息来转换坐标
@@ -527,8 +531,8 @@ export async function detectWechatLayout(
     })
 
     return { success: true, searchInputBox, headerArea, chatMainArea }
-  } catch (error: any) {
+  } catch (error: unknown) {
     console.error('[VisionUtils] 布局检测失败:', error)
-    return { success: false, error: error?.message || String(error) }
+    return { success: false, error: getErrorMessage(error) }
   }
 }
diff --git a/src/core/rpa/window-utils.ts b/src/core/rpa/window-utils.ts
index 1fbafe8..c8700f4 100644
--- a/src/core/rpa/window-utils.ts
+++ b/src/core/rpa/window-utils.ts
@@ -1,31 +1,70 @@
 import { screen } from 'electron'
 import activeWin from 'active-win'
+import { createRequire } from 'node:module'
 import { AppType } from './types'
 import { captureWechatWindow } from './screenshot-utils'
+import { getErrorMessage } from '../error-utils'
 
 const IS_WINDOWS = process.platform === 'win32'
 const IS_MAC = process.platform === 'darwin'
+const runtimeRequire = createRequire(import.meta.url)
+
+interface WindowBounds {
+  x: number
+  y: number
+  width: number
+  height: number
+}
+
+interface PartialWindowBounds {
+  x?: number
+  y?: number
+  width?: number
+  height?: number
+}
+
+interface ActiveWindowLike {
+  title?: string
+  owner?: { name?: string }
+  getTitle?: () => string
+  getBounds?: () => PartialWindowBounds
+  bounds?: PartialWindowBounds
+  isVisible?: () => boolean
+}
+
+interface WindowInfoResult {
+  wechatWindow: ActiveWindowLike
+  bounds: WindowBounds
+  wechatType: AppType
+  display: {
+    id: number
+    scaleFactor: number
+    bounds: Electron.Rectangle
+  }
+}
+
+interface WindowManagerLike {
+  getActiveWindow(): ActiveWindowLike | null
+  getWindows(): ActiveWindowLike[]
+}
 
 // 包装带超时的 activeWin 调用
-async function getOpenWindowsSafe(): Promise<any[]> {
+async function getOpenWindowsSafe(): Promise<ActiveWindowLike[]> {
   try {
-    const timeoutPromise = new Promise((_, reject) => {
+    const timeoutPromise = new Promise<never>((_, reject) => {
       setTimeout(() => reject(new Error('active-win getOpenWindows timeout')), 5000)
     })
-    
+
     // 如果系统没有给权限，activeWin在某些版本可能卡死，强制5秒超时
-    const windows = await Promise.race([
-      activeWin.getOpenWindows(),
-      timeoutPromise
-    ])
-    return windows as any[]
-  } catch (err: any) {
-    console.error('[window-utils] getOpenWindowsSafe error or timeout:', err.message)
+    const windows = await Promise.race([activeWin.getOpenWindows(), timeoutPromise])
+    return windows as ActiveWindowLike[]
+  } catch (err: unknown) {
+    console.error('[window-utils] getOpenWindowsSafe error or timeout:', getErrorMessage(err))
     return []
   }
 }
 
-export function matchWechatType(name: string, appType: AppType) {
+export function matchWechatType(name: string, appType: AppType): boolean {
   if ((appType as string) === 'whatsapp') {
     return ['‎WhatsApp', '‎WhatsApp.app', '‎WhatsApp.exe', 'WhatsApp'].includes(name)
   }
@@ -34,7 +73,7 @@ export function matchWechatType(name: string, appType: AppType) {
   return wechatName.includes(name)
 }
 
-function getWechatWindow(appType: AppType, windows: any[]): any {
+function getWechatWindow(appType: AppType, windows: ActiveWindowLike[]): ActiveWindowLike | null {
   let appTargetName: string[]
   let windowTitle: string[]
 
@@ -47,56 +86,57 @@ function getWechatWindow(appType: AppType, windows: any[]): any {
     windowTitle = appType === 'wechat' ? ['微信', 'Weixin'] : ['企业微信']
   }
 
-  const allWechatWindows = windows.filter((window: any) =>
-    appTargetName.includes(window?.owner?.name)
+  const allWechatWindows = windows.filter((window) =>
+    appTargetName.includes(window.owner?.name ?? '')
   )
 
   if (allWechatWindows.length > 1) {
-    const selected = allWechatWindows.find((window: any) => windowTitle.includes(window.title))
-    return selected
+    const selected = allWechatWindows.find((window) => windowTitle.includes(window.title ?? ''))
+    return selected ?? null
   }
   if (allWechatWindows.length === 1) {
     return allWechatWindows[0]
   }
-  return undefined
-}
-
-type PlatformWindow = {
-  getBounds?: () => { x?: number; y?: number; width?: number; height?: number }
-  bounds?: { x?: number; y?: number; width?: number; height?: number }
-  [key: string]: any
+  return null
 }
 
-async function getWechatWindowInWin(appType: AppType): Promise<PlatformWindow | null> {
+async function getWechatWindowInWin(appType: AppType): Promise<ActiveWindowLike | null> {
   try {
-    const { windowManager } = require('node-window-manager')
-    let activeWechatWindow = windowManager.getActiveWindow()
-    if (activeWechatWindow && matchWechatType(activeWechatWindow.getTitle(), appType)) {
+    const { windowManager } = runtimeRequire('node-window-manager') as {
+      windowManager: WindowManagerLike
+    }
+    const activeWechatWindow = windowManager.getActiveWindow()
+    if (
+      activeWechatWindow &&
+      typeof activeWechatWindow.getTitle === 'function' &&
+      matchWechatType(activeWechatWindow.getTitle(), appType)
+    ) {
       return activeWechatWindow
     }
-    const foundWindow = windowManager.getWindows()
-      ?.find((window: any) => matchWechatType(window.getTitle(), appType) && window.isVisible())
+    const foundWindow = windowManager
+      .getWindows()
+      .find(
+        (window) =>
+          typeof window.getTitle === 'function' &&
+          matchWechatType(window.getTitle(), appType) &&
+          window.isVisible?.()
+      )
     return foundWindow || null
-  } catch (err: any) {
-    console.error('[window-utils] getWechatWindowInWin error:', err.message)
+  } catch (err: unknown) {
+    console.error('[window-utils] getWechatWindowInWin error:', getErrorMessage(err))
     return null
   }
 }
 
-async function getWechatWindowInMac(appType: AppType): Promise<PlatformWindow | null> {
+async function getWechatWindowInMac(appType: AppType): Promise<ActiveWindowLike | null> {
   const windows = await getOpenWindowsSafe()
   if (!windows || windows.length === 0) {
     return null
   }
-  return getWechatWindow(appType, windows) || null
+  return getWechatWindow(appType, windows)
 }
 
-function getWindowBounds(window: PlatformWindow): {
-  x?: number
-  y?: number
-  width?: number
-  height?: number
-} | null {
+function getWindowBounds(window: ActiveWindowLike): PartialWindowBounds | null {
   if (typeof window.getBounds === 'function') {
     return window.getBounds()
   }
@@ -106,10 +146,16 @@ function getWindowBounds(window: PlatformWindow): {
   return null
 }
 
-function validateWindowBounds(bounds: { x?: number; y?: number; width?: number; height?: number } | null): bounds is { x: number; y: number; width: number; height: number } {
+function validateWindowBounds(bounds: PartialWindowBounds | null): bounds is WindowBounds {
   if (!bounds) return false
-  if (bounds.x === undefined || bounds.y === undefined || !bounds.width || !bounds.height ||
-     (bounds.width && bounds.width < 100) || (bounds.height && bounds.height < 100)) {
+  if (
+    bounds.x === undefined ||
+    bounds.y === undefined ||
+    !bounds.width ||
+    !bounds.height ||
+    (bounds.width && bounds.width < 100) ||
+    (bounds.height && bounds.height < 100)
+  ) {
     return false
   }
   const isVisible = bounds.width > 0 && bounds.height > 0
@@ -117,14 +163,14 @@ function validateWindowBounds(bounds: { x?: number; y?: number; width?: number;
 }
 
 interface WechatWindowInfoCache {
-  result: any | null
+  result: WindowInfoResult | null
   timestamp: number
 }
 const WINDOW_INFO_CACHE_DURATION = 5000 // 5 seconds cache
 const wechatWindowInfoCache = new Map<AppType, WechatWindowInfoCache>()
-const wechatWindowInfoPendingPromises = new Map<AppType, Promise<any>>()
+const wechatWindowInfoPendingPromises = new Map<AppType, Promise<WindowInfoResult | null>>()
 
-export async function getWechatWindowInfo(appType: AppType) {
+export async function getWechatWindowInfo(appType: AppType): Promise<WindowInfoResult | null> {
   const cached = wechatWindowInfoCache.get(appType)
   const now = Date.now()
   if (cached && now - cached.timestamp < WINDOW_INFO_CACHE_DURATION) {
@@ -134,9 +180,13 @@ export async function getWechatWindowInfo(appType: AppType) {
   const pendingPromise = wechatWindowInfoPendingPromises.get(appType)
   if (pendingPromise) return pendingPromise
 
-  const queryPromise = (async () => {
+  const queryPromise = (async (): Promise<WindowInfoResult | null> => {
     try {
-      const wechatWindow = IS_WINDOWS ? await getWechatWindowInWin(appType) : IS_MAC ? await getWechatWindowInMac(appType) : null
+      const wechatWindow = IS_WINDOWS
+        ? await getWechatWindowInWin(appType)
+        : IS_MAC
+          ? await getWechatWindowInMac(appType)
+          : null
       if (!wechatWindow) return null
 
       const bounds = getWindowBounds(wechatWindow)
@@ -169,7 +219,16 @@ export async function getWechatWindowInfo(appType: AppType) {
   return queryPromise
 }
 
-export const getWindowInfo = async (appType: AppType = 'wechat', includeScreenshot: boolean = true) => {
+export const getWindowInfo = async (
+  appType: AppType = 'wechat',
+  includeScreenshot: boolean = true
+): Promise<{
+  wechatWindow: ActiveWindowLike
+  bounds: WindowBounds
+  wechatType: AppType
+  scaleFactor: number
+  screenshot?: string
+} | null> => {
   if (!includeScreenshot) {
     const result = await getWechatWindowInfo(appType)
     if (!result) return null
@@ -186,13 +245,13 @@ export const getWindowInfo = async (appType: AppType = 'wechat', includeScreensh
     if (!windowCore) return null
 
     const result = await captureWechatWindow(appType)
-    if (!result.success || !result.screenshotBase64) return null
+    if (!result.success || !result.screenshotBase64 || !result.bounds) return null
 
     return {
       wechatWindow: windowCore.wechatWindow,
-      bounds: result.bounds!,
+      bounds: result.bounds,
       wechatType: windowCore.wechatType,
-      scaleFactor: result.display!.scaleFactor,
+      scaleFactor: result.display?.scaleFactor ?? 1,
       screenshot: result.screenshotBase64
     }
   } catch (error) {
diff --git a/src/core/runtime-host.ts b/src/core/runtime-host.ts
index e45f8e2..a295275 100644
--- a/src/core/runtime-host.ts
+++ b/src/core/runtime-host.ts
@@ -7,6 +7,7 @@ import {
   SessionEvent
 } from './session-types'
 import { AppType } from './rpa/types'
+import { getErrorMessage } from './error-utils'
 
 interface RuntimeHostOptions<TState> {
   appType: AppType
@@ -41,14 +42,14 @@ export class RuntimeHost<TState> {
 
     try {
       await this.options.channel.onStart(this.context)
-    } catch (error: any) {
-      this.log('error', error?.message || String(error))
+    } catch (error: unknown) {
+      this.log('error', getErrorMessage(error))
       await this.stopSession('start_failed')
       throw error
     }
   }
 
-  async stopSession(_reason?: string): Promise<void> {
+  async stopSession(reason?: string): Promise<void> {
     if (!this.running || this.stopping) return
 
     this.stopping = true
@@ -65,7 +66,7 @@ export class RuntimeHost<TState> {
     } finally {
       this.processingQueue = false
       this.stopping = false
-      this.log('skip', '引擎已停止')
+      this.log('skip', reason ? `引擎已停止: ${reason}` : '引擎已停止')
     }
   }
 
@@ -117,8 +118,8 @@ export class RuntimeHost<TState> {
 
         await this.options.channel.onEvent(event, this.context)
       }
-    } catch (error: any) {
-      this.log('error', error?.message || String(error))
+    } catch (error: unknown) {
+      this.log('error', getErrorMessage(error))
       await this.stopSession('runtime_error')
     } finally {
       this.processingQueue = false
diff --git a/src/main/index.ts b/src/main/index.ts
index 1669ad2..75aecab 100644
--- a/src/main/index.ts
+++ b/src/main/index.ts
@@ -9,6 +9,8 @@ import { DesktopDevice } from '../core/device'
 import { RPADevice } from '../core/rpa-device'
 import { BoxSelectDevice } from '../core/box-select-device'
 import { RuntimeHost } from '../core/runtime-host'
+import { getErrorMessage } from '../core/error-utils'
+import { ProviderAdapter } from '../core/session-types'
 import {
   createInitialGenericChannelState,
   GenericChannelSession
@@ -32,9 +34,12 @@ import {
   startSkillServer,
   stopSkillServer
 } from './skill-server'
-const StoreClass = typeof Store === 'function' ? Store : ((Store as any).default as typeof Store)
+const StoreClass =
+  typeof Store === 'function'
+    ? Store
+    : ((Store as unknown as { default: typeof Store }).default as typeof Store)
 
-const FIXED_ARK_MODEL = 'doubao-seed-2-0-lite-260215'
+const FIXED_ARK_MODEL = 'doubao-seed-2-0-lite-260428'
 const FIXED_ARK_BASE_URL = 'https://ark.cn-beijing.volces.com/api/v3'
 
 interface PerAppCapture {
@@ -51,7 +56,7 @@ interface AppSettings {
   chatProvider: {
     manifestUrl: string
     installed: InstalledProviderInfo | null
-    config: Record<string, any>
+    config: Record<string, unknown>
   }
   // 默认抓取策略（仅当 appType 没有 per-app 覆盖时生效）
   defaultCaptureStrategy: CaptureStrategy
@@ -145,7 +150,9 @@ function createWindow(): void {
     ...(process.platform === 'linux' ? { icon } : {}),
     webPreferences: {
       preload: join(__dirname, '../preload/index.js'),
-      sandbox: false
+      contextIsolation: true,
+      nodeIntegration: false,
+      sandbox: true
     }
   })
 
@@ -187,7 +194,9 @@ function createSettingsWindow(): void {
     ...(process.platform === 'linux' ? { icon } : {}),
     webPreferences: {
       preload: join(__dirname, '../preload/index.js'),
-      sandbox: false
+      contextIsolation: true,
+      nodeIntegration: false,
+      sandbox: true
     }
   })
 
@@ -217,6 +226,33 @@ function isRecord(value: unknown): value is Record<string, unknown> {
   return Boolean(value) && typeof value === 'object' && !Array.isArray(value)
 }
 
+function normalizeInstalledProviderInfo(value: unknown): InstalledProviderInfo | null {
+  if (!isRecord(value)) return null
+  if (
+    typeof value.id !== 'string' ||
+    typeof value.name !== 'string' ||
+    typeof value.version !== 'string' ||
+    typeof value.entryFile !== 'string' ||
+    typeof value.installedAt !== 'string'
+  ) {
+    return null
+  }
+
+  return {
+    id: value.id,
+    name: value.name,
+    version: value.version,
+    entryFile: value.entryFile,
+    installedAt: value.installedAt,
+    entrySha256: typeof value.entrySha256 === 'string' ? value.entrySha256 : undefined,
+    sourceUrl: typeof value.sourceUrl === 'string' ? value.sourceUrl : undefined
+  }
+}
+
+function persistSettings(settings: AppSettings): void {
+  settingsStore.set(settings as unknown as Record<string, unknown>)
+}
+
 function normalizeFieldType(value: unknown, format?: unknown): ProviderConfigFieldType {
   if (value === 'password' || value === 'url' || value === 'select' || value === 'textarea') {
     return value
@@ -375,33 +411,37 @@ app.whenReady().then(async () => {
 
   ipcMain.handle('settings:get', async (_event, key: string) => {
     const settings = normalizeSettings(settingsStore.store)
-    return (settings as Record<string, any>)[key]
+    return (settings as unknown as Record<string, unknown>)[key]
   })
 
-  ipcMain.handle('settings:set', async (_event, data: Record<string, any>) => {
+  ipcMain.handle('settings:set', async (_event, data: Record<string, unknown>) => {
     const current = normalizeSettings(settingsStore.store)
+    const visionPatch = isRecord(data.vision) ? data.vision : {}
+    const chatProviderPatch = isRecord(data.chatProvider) ? data.chatProvider : {}
+    const providerConfigPatch = isRecord(chatProviderPatch.config) ? chatProviderPatch.config : {}
+    const capturePatch = isRecord(data.capture) ? normalizeCapture(data.capture) : {}
     const next = {
       ...current,
       ...data,
       vision: {
         ...current.vision,
-        ...(data.vision || {})
+        ...visionPatch
       },
       chatProvider: {
         ...current.chatProvider,
-        ...(data.chatProvider || {}),
+        ...chatProviderPatch,
         config: {
           ...current.chatProvider.config,
-          ...(data.chatProvider?.config || {})
+          ...providerConfigPatch
         }
       },
       capture: {
         ...current.capture,
-        ...(data.capture || {})
+        ...capturePatch
       }
     } satisfies AppSettings
 
-    settingsStore.set(next as any)
+    persistSettings(next)
     return { success: true }
   })
 
@@ -409,7 +449,7 @@ app.whenReady().then(async () => {
     try {
       const result = await installProviderFromUrl(manifestUrl)
       const current = normalizeSettings(settingsStore.store)
-      settingsStore.set({
+      persistSettings({
         ...current,
         chatProvider: {
           ...current.chatProvider,
@@ -417,15 +457,15 @@ app.whenReady().then(async () => {
           installed: result.installed,
           config: withSchemaDefaults(result.manifest.configSchema, current.chatProvider.config)
         }
-      } as any)
+      })
 
       return {
         success: true,
         installed: result.installed,
         manifest: result.manifest
       }
-    } catch (error: any) {
-      return { success: false, error: error?.message || String(error) }
+    } catch (error: unknown) {
+      return { success: false, error: getErrorMessage(error) }
     }
   })
 
@@ -547,7 +587,7 @@ app.whenReady().then(async () => {
           }
         }
       }
-      settingsStore.set(next as any)
+      persistSettings(next)
       notifyCaptureRegionsUpdated(appType, result.regions)
       return { success: true, regions: result.regions }
     }
@@ -568,7 +608,7 @@ app.whenReady().then(async () => {
         [key]: { strategy: current.capture[key]?.strategy ?? 'auto', regions: null }
       }
     }
-    settingsStore.set(next as any)
+    persistSettings(next)
     notifyCaptureRegionsUpdated(key, null)
     return { success: true }
   })
@@ -627,7 +667,7 @@ app.on('before-quit', () => {
 
 // ── 引擎启动 / 暂停核心逻辑（IPC 与 Skill HTTP Server 共用） ──
 
-async function startEngineCore(rawConfig?: any): Promise<SkillStartResult> {
+async function startEngineCore(rawConfig?: unknown): Promise<SkillStartResult> {
   if (runtime?.isRunning()) {
     return { ok: false, reason: 'already_running', message: '引擎已在运行中' }
   }
@@ -646,7 +686,7 @@ async function startEngineCore(rawConfig?: any): Promise<SkillStartResult> {
     }
 
     // 没有自定义 provider → 走内置 doubao，使用视觉密钥
-    let provider
+    let provider: ProviderAdapter
     if (!settings.chatProvider.installed) {
       const loaded = await loadBuiltinDoubaoProvider({
         ...settings.chatProvider.config,
@@ -693,8 +733,8 @@ async function startEngineCore(rawConfig?: any): Promise<SkillStartResult> {
       const built = await buildDevice(appType, settings, settings.vision.apiKey, log)
       device = built.device
       strategy = built.strategy
-    } catch (err: any) {
-      const message = err?.message || String(err)
+    } catch (err: unknown) {
+      const message = getErrorMessage(err)
       if (message === 'user_cancelled_box_select_wizard') {
         return { ok: false, reason: 'wizard_cancelled', message: '已取消框选，引擎未启动' }
       }
@@ -712,18 +752,18 @@ async function startEngineCore(rawConfig?: any): Promise<SkillStartResult> {
       onLog: log
     })
 
-    runtime.startSession().catch((err: any) => {
+    runtime.startSession().catch((err: unknown) => {
       console.error('[Main] Runtime session error:', err)
     })
 
     notifyEngineStateChanged('running')
 
     return { ok: true }
-  } catch (error: any) {
+  } catch (error: unknown) {
     return {
       ok: false,
       reason: 'engine_failed',
-      message: error?.message || String(error)
+      message: getErrorMessage(error)
     }
   }
 }
@@ -736,11 +776,11 @@ async function stopEngineCore(stopReason: string): Promise<SkillPauseResult> {
     await runtime.stopSession(stopReason)
     notifyEngineStateChanged('idle')
     return { ok: true }
-  } catch (error: any) {
+  } catch (error: unknown) {
     return {
       ok: false,
       reason: 'pause_failed',
-      message: error?.message || String(error)
+      message: getErrorMessage(error)
     }
   }
 }
@@ -834,7 +874,7 @@ function persistRegionsAndStickyStrategy(
       [appType]: { strategy, regions }
     }
   }
-  settingsStore.set(next as any)
+  persistSettings(next)
   notifyCaptureRegionsUpdated(appType, regions)
 }
 
@@ -914,14 +954,14 @@ function normalizeCapture(raw: unknown): Partial<Record<AppType, PerAppCapture>>
   return out
 }
 
-function normalizeSettings(raw: any): AppSettings {
-  const oldApiKey = typeof raw?.apiKey === 'string' ? raw.apiKey : ''
-  const oldModel = typeof raw?.model === 'string' && raw.model ? raw.model : FIXED_ARK_MODEL
-  const oldSystemPrompt = typeof raw?.systemPrompt === 'string' ? raw.systemPrompt : ''
-  const rawProviderConfig =
-    raw?.chatProvider?.config && typeof raw.chatProvider.config === 'object'
-      ? { ...raw.chatProvider.config }
-      : {}
+function normalizeSettings(raw: unknown): AppSettings {
+  const input = isRecord(raw) ? raw : {}
+  const chatProvider = isRecord(input.chatProvider) ? input.chatProvider : {}
+  const vision = isRecord(input.vision) ? input.vision : {}
+  const oldApiKey = typeof input.apiKey === 'string' ? input.apiKey : ''
+  const oldModel = typeof input.model === 'string' && input.model ? input.model : FIXED_ARK_MODEL
+  const oldSystemPrompt = typeof input.systemPrompt === 'string' ? input.systemPrompt : ''
+  const rawProviderConfig = isRecord(chatProvider.config) ? { ...chatProvider.config } : {}
 
   // Keep arbitrary provider config keys, and only backfill legacy volcengine fields for old persisted settings.
   if (rawProviderConfig.apiKey === undefined && oldApiKey) {
@@ -935,25 +975,30 @@ function normalizeSettings(raw: any): AppSettings {
   }
 
   return {
-    locale: raw?.locale === 'en' ? 'en' : 'zh',
-    appType: coerceAppType(raw?.appType),
+    locale: input.locale === 'en' ? 'en' : 'zh',
+    appType: coerceAppType(input.appType),
     vision: {
-      apiKey: raw?.vision?.apiKey || oldApiKey || ''
+      apiKey: typeof vision.apiKey === 'string' ? vision.apiKey : oldApiKey || ''
     },
     chatProvider: {
-      manifestUrl: raw?.chatProvider?.manifestUrl || raw?.providerManifestUrl || '',
-      installed: raw?.chatProvider?.installed || null,
+      manifestUrl:
+        typeof chatProvider.manifestUrl === 'string'
+          ? chatProvider.manifestUrl
+          : typeof input.providerManifestUrl === 'string'
+            ? input.providerManifestUrl
+            : '',
+      installed: normalizeInstalledProviderInfo(chatProvider.installed),
       config: rawProviderConfig
     },
-    defaultCaptureStrategy: coerceStrategy(raw?.defaultCaptureStrategy, 'auto'),
-    capture: normalizeCapture(raw?.capture)
+    defaultCaptureStrategy: coerceStrategy(input.defaultCaptureStrategy, 'auto'),
+    capture: normalizeCapture(input.capture)
   }
 }
 
 function withSchemaDefaults(
   schema: { properties: Record<string, { default?: unknown }> },
-  current: Record<string, any>
-): Record<string, any> {
+  current: Record<string, unknown>
+): Record<string, unknown> {
   const next = { ...current }
   for (const [key, field] of Object.entries(schema.properties || {})) {
     if (next[key] === undefined && field.default !== undefined) {
diff --git a/src/main/provider-bundle.ts b/src/main/provider-bundle.ts
index efd22b1..6495c7f 100644
--- a/src/main/provider-bundle.ts
+++ b/src/main/provider-bundle.ts
@@ -1,9 +1,16 @@
-import { app } from 'electron'
+import { app, utilityProcess } from 'electron'
 import { mkdir, readFile, writeFile } from 'node:fs/promises'
 import { createRequire } from 'node:module'
 import path from 'node:path'
 import { fileURLToPath, pathToFileURL } from 'node:url'
 import { ProviderAdapter, ProviderEvent, ProviderInput } from '../core/session-types'
+import {
+  CUSTOM_PROVIDER_EXECUTION_ENV,
+  assertProviderEntryIntegrity,
+  isCustomProviderExecutionAllowed,
+  resolveProviderEntryUrl,
+  sha256
+} from './security-policy'
 
 export const BUILTIN_DOUBAO_PROVIDER_ID = 'volcengine-ark'
 
@@ -59,6 +66,8 @@ export interface InstalledProviderInfo {
   version: string
   entryFile: string
   installedAt: string
+  entrySha256?: string
+  sourceUrl?: string
 }
 
 export interface ProviderInstallResult {
@@ -66,7 +75,7 @@ export interface ProviderInstallResult {
   manifest: ProviderBundleManifest
 }
 
-interface ProviderBundleModule {
+export interface ProviderBundleModule {
   manifest?: { id?: string; apiVersion?: number }
   createProvider?: (context: ProviderBundleContext) => {
     run(input: ProviderInput): AsyncIterable<ProviderEvent>
@@ -77,11 +86,13 @@ interface ProviderBundleModule {
           run(input: ProviderInput): AsyncIterable<ProviderEvent>
         }
       }
-    | ((context: ProviderBundleContext) => { run(input: ProviderInput): AsyncIterable<ProviderEvent> })
+    | ((context: ProviderBundleContext) => {
+        run(input: ProviderInput): AsyncIterable<ProviderEvent>
+      })
 }
 
 export interface ProviderBundleContext {
-  providerConfig: Record<string, any>
+  providerConfig: Record<string, unknown>
   host: {
     log(message: string): void
     platform: string
@@ -109,23 +120,136 @@ export class BundleProviderAdapter implements ProviderAdapter {
     }
   }
 
-  private isProviderEvent(event: any): event is ProviderEvent {
-    if (!event || typeof event !== 'object' || typeof event.type !== 'string') return false
+  private isProviderEvent(event: unknown): event is ProviderEvent {
+    if (!isRecord(event) || typeof event.type !== 'string') return false
+    const candidate = event as { type: string; content?: unknown; error?: unknown }
 
-    switch (event.type) {
+    switch (candidate.type) {
       case 'thinking':
       case 'reply_text':
-        return typeof event.content === 'string'
+        return typeof candidate.content === 'string'
       case 'skip':
         return true
       case 'error':
-        return typeof event.error === 'string'
+        return typeof candidate.error === 'string'
       default:
         return false
     }
   }
 }
 
+type ProviderWorkerMessage =
+  | { type: 'event'; requestId: string; event: ProviderEvent }
+  | { type: 'log'; requestId: string; message: string }
+  | { type: 'done'; requestId: string }
+  | { type: 'error'; requestId: string; error: string }
+
+const PROVIDER_RUN_TIMEOUT_MS = 120_000
+
+class UtilityProcessProviderAdapter implements ProviderAdapter {
+  constructor(
+    private readonly installed: InstalledProviderInfo,
+    private readonly providerConfig: Record<string, unknown>,
+    private readonly manifest: ProviderBundleManifest
+  ) {}
+
+  async *run(input: ProviderInput): AsyncIterable<ProviderEvent> {
+    const requestId = `${this.manifest.id}:${Date.now()}:${Math.random().toString(36).slice(2)}`
+    let child: Electron.UtilityProcess
+    try {
+      child = utilityProcess.fork(getProviderWorkerPath(), [], {
+        serviceName: `SightFlow Provider ${this.manifest.id}`,
+        stdio: 'inherit',
+        ...(process.platform === 'darwin' ? { disclaim: true } : {})
+      })
+    } catch (error: unknown) {
+      yield { type: 'error', error: getErrorMessage(error) }
+      return
+    }
+    const queue: ProviderEvent[] = []
+    let done = false
+    let failure: string | null = null
+    let notify: (() => void) | null = null
+
+    const wake = (): void => {
+      notify?.()
+      notify = null
+    }
+    const wait = (): Promise<void> =>
+      new Promise((resolve) => {
+        notify = resolve
+      })
+
+    const timeout = setTimeout(() => {
+      failure = `Provider ${this.manifest.id} timed out after ${PROVIDER_RUN_TIMEOUT_MS}ms`
+      done = true
+      child.kill()
+      wake()
+    }, PROVIDER_RUN_TIMEOUT_MS)
+
+    child.on('message', (message: unknown) => {
+      const workerMessage = parseProviderWorkerMessage(message)
+      if (!workerMessage || workerMessage.requestId !== requestId) return
+
+      if (workerMessage.type === 'event') {
+        queue.push(workerMessage.event)
+      } else if (workerMessage.type === 'log') {
+        console.log(`[ProviderWorker:${this.manifest.id}] ${workerMessage.message}`)
+      } else if (workerMessage.type === 'done') {
+        done = true
+      } else {
+        failure = workerMessage.error
+        done = true
+      }
+      wake()
+    })
+
+    child.on('exit', (code: number) => {
+      if (!done && !failure) {
+        failure = `Provider ${this.manifest.id} exited before completing (code ${code})`
+      }
+      done = true
+      wake()
+    })
+
+    child.on('error', (type: 'FatalError', location: string) => {
+      failure = `Provider ${this.manifest.id} crashed: ${type} at ${location}`
+      done = true
+      wake()
+    })
+
+    child.postMessage({
+      type: 'run',
+      requestId,
+      payload: {
+        entryFile: this.installed.entryFile,
+        manifest: this.manifest,
+        providerConfig: this.providerConfig,
+        input,
+        appVersion: app.getVersion()
+      }
+    })
+
+    try {
+      while (!done || queue.length > 0) {
+        const event = queue.shift()
+        if (event) {
+          yield event
+          continue
+        }
+        await wait()
+      }
+
+      if (failure) {
+        yield { type: 'error', error: failure }
+      }
+    } finally {
+      clearTimeout(timeout)
+      child.kill()
+    }
+  }
+}
+
 export async function installProviderFromUrl(manifestUrl: string): Promise<ProviderInstallResult> {
   const normalizedUrl = manifestUrl.trim()
   if (!normalizedUrl) {
@@ -134,8 +258,9 @@ export async function installProviderFromUrl(manifestUrl: string): Promise<Provi
 
   const manifestContent = await readUrlText(normalizedUrl)
   const manifest = validateManifest(JSON.parse(manifestContent))
-  const entryUrl = new URL(manifest.entry, normalizedUrl).toString()
+  const entryUrl = resolveProviderEntryUrl(normalizedUrl, manifest.entry)
   const entryContent = await readUrlText(entryUrl)
+  const entrySha256 = sha256(entryContent)
   const installDir = getProviderInstallDir(manifest.id, manifest.version)
   const manifestFile = path.join(installDir, 'manifest.json')
   const entryFile = path.join(installDir, path.basename(manifest.entry))
@@ -150,7 +275,9 @@ export async function installProviderFromUrl(manifestUrl: string): Promise<Provi
       name: manifest.name,
       version: manifest.version,
       entryFile,
-      installedAt: new Date().toISOString()
+      installedAt: new Date().toISOString(),
+      entrySha256,
+      sourceUrl: normalizedUrl
     },
     manifest
   }
@@ -224,7 +351,7 @@ export async function getBuiltinDoubaoInstalledInfo(): Promise<InstalledProvider
 
 /** 直接加载内置 doubao provider；调用方负责传入合并好的 config（含 apiKey） */
 export async function loadBuiltinDoubaoProvider(
-  providerConfig: Record<string, any>
+  providerConfig: Record<string, unknown>
 ): Promise<{ provider: ProviderAdapter; manifest: ProviderBundleManifest }> {
   const installed = await getBuiltinDoubaoInstalledInfo()
   if (!installed) {
@@ -235,7 +362,7 @@ export async function loadBuiltinDoubaoProvider(
 
 export function validateProviderConfig(
   manifest: ProviderBundleManifest,
-  config: Record<string, any>
+  config: Record<string, unknown>
 ): { valid: boolean; error?: string } {
   const required = manifest.configSchema.required || []
   for (const key of required) {
@@ -274,8 +401,18 @@ export function validateProviderConfig(
 
 export async function loadInstalledProvider(
   installed: InstalledProviderInfo,
-  providerConfig: Record<string, any>
+  providerConfig: Record<string, unknown>
 ): Promise<{ provider: ProviderAdapter; manifest: ProviderBundleManifest }> {
+  const isBuiltin = isBuiltinProviderInfo(installed)
+  if (!isBuiltin) {
+    if (!isCustomProviderExecutionAllowed()) {
+      throw new Error(
+        `自定义 Provider 代码执行默认关闭。确认信任该 Provider 后，设置 ${CUSTOM_PROVIDER_EXECUTION_ENV}=1 再启动。`
+      )
+    }
+    await verifyInstalledProviderIntegrity(installed)
+  }
+
   const manifest = await getInstalledProviderManifest(installed)
   if (!manifest) {
     throw new Error('未找到已安装服务的配置清单')
@@ -286,6 +423,13 @@ export async function loadInstalledProvider(
     throw new Error(validation.error || '聊天服务配置无效')
   }
 
+  if (!isBuiltin) {
+    return {
+      provider: new UtilityProcessProviderAdapter(installed, providerConfig, manifest),
+      manifest
+    }
+  }
+
   const loaded = await loadProviderBundleModule(installed.entryFile, manifest)
   const createProvider = resolveCreateProvider(loaded)
   if (typeof createProvider !== 'function') {
@@ -311,7 +455,10 @@ export async function loadInstalledProvider(
   }
 }
 
-async function loadProviderBundleModule(entryFile: string, manifest: ProviderBundleManifest): Promise<ProviderBundleModule> {
+async function loadProviderBundleModule(
+  entryFile: string,
+  manifest: ProviderBundleManifest
+): Promise<ProviderBundleModule> {
   if (shouldUseEsmLoader(manifest, entryFile)) {
     // ESM has no writable require cache, so append a query string to force a fresh module instance.
     const entryUrl = pathToFileURL(entryFile)
@@ -325,9 +472,7 @@ async function loadProviderBundleModule(entryFile: string, manifest: ProviderBun
   return runtimeRequire(resolvedEntry) as ProviderBundleModule
 }
 
-function resolveCreateProvider(
-  loaded: ProviderBundleModule
-):
+function resolveCreateProvider(loaded: ProviderBundleModule):
   | ((context: ProviderBundleContext) => {
       run(input: ProviderInput): AsyncIterable<ProviderEvent>
     })
@@ -336,7 +481,11 @@ function resolveCreateProvider(
     return loaded.createProvider
   }
 
-  if (loaded.default && typeof loaded.default === 'object' && typeof loaded.default.createProvider === 'function') {
+  if (
+    loaded.default &&
+    typeof loaded.default === 'object' &&
+    typeof loaded.default.createProvider === 'function'
+  ) {
     return loaded.default.createProvider
   }
 
@@ -364,8 +513,60 @@ function isLegacyEsmEntry(entryFile: string): boolean {
   return extension === '.mjs' || extension === '.mts'
 }
 
-function validateManifest(input: any): ProviderBundleManifest {
-  if (!input || typeof input !== 'object') {
+function getProviderWorkerPath(): string {
+  return path.join(__dirname, 'provider-worker.js')
+}
+
+function parseProviderWorkerMessage(message: unknown): ProviderWorkerMessage | null {
+  if (
+    !isRecord(message) ||
+    typeof message.type !== 'string' ||
+    typeof message.requestId !== 'string'
+  ) {
+    return null
+  }
+
+  switch (message.type) {
+    case 'event':
+      return isProviderEvent(message.event)
+        ? { type: 'event', requestId: message.requestId, event: message.event }
+        : null
+    case 'log':
+      return typeof message.message === 'string'
+        ? { type: 'log', requestId: message.requestId, message: message.message }
+        : null
+    case 'done':
+      return { type: 'done', requestId: message.requestId }
+    case 'error':
+      return typeof message.error === 'string'
+        ? { type: 'error', requestId: message.requestId, error: message.error }
+        : null
+    default:
+      return null
+  }
+}
+
+function isProviderEvent(event: unknown): event is ProviderEvent {
+  if (!isRecord(event) || typeof event.type !== 'string') return false
+  switch (event.type) {
+    case 'thinking':
+    case 'reply_text':
+      return typeof event.content === 'string'
+    case 'skip':
+      return true
+    case 'error':
+      return typeof event.error === 'string'
+    default:
+      return false
+  }
+}
+
+function getErrorMessage(error: unknown): string {
+  return error instanceof Error ? error.message : String(error)
+}
+
+function validateManifest(input: unknown): ProviderBundleManifest {
+  if (!isRecord(input)) {
     throw new Error('Manifest 格式无效')
   }
   if (input.apiVersion !== 1) {
@@ -383,30 +584,48 @@ function validateManifest(input: any): ProviderBundleManifest {
   if (typeof input.entry !== 'string' || !input.entry.trim()) {
     throw new Error('Manifest 缺少有效 entry')
   }
-  if (input.moduleType !== undefined && input.moduleType !== 'module' && input.moduleType !== 'commonjs') {
+  if (
+    input.moduleType !== undefined &&
+    input.moduleType !== 'module' &&
+    input.moduleType !== 'commonjs'
+  ) {
     throw new Error('Manifest moduleType 仅支持 "module" 或 "commonjs"')
   }
-  if (!Array.isArray(input.capabilities) || input.capabilities.length !== 1 || input.capabilities[0] !== 'chat') {
+  if (
+    !Array.isArray(input.capabilities) ||
+    input.capabilities.length !== 1 ||
+    input.capabilities[0] !== 'chat'
+  ) {
     throw new Error('Manifest capabilities 仅支持 ["chat"]')
   }
 
   const configSchema = input.configSchema
-  if (!configSchema || configSchema.type !== 'object' || typeof configSchema.properties !== 'object') {
+  if (
+    !isRecord(configSchema) ||
+    configSchema.type !== 'object' ||
+    !isRecord(configSchema.properties)
+  ) {
     throw new Error('Manifest 缺少有效 configSchema')
   }
 
-  for (const [key, field] of Object.entries(configSchema.properties as Record<string, any>)) {
-    if (!field || typeof field !== 'object') {
+  for (const [key, field] of Object.entries(configSchema.properties)) {
+    if (!isRecord(field)) {
       throw new Error(`configSchema.properties.${key} 无效`)
     }
-    if (!['string', 'password', 'select', 'boolean'].includes(field.type)) {
+    if (
+      typeof field.type !== 'string' ||
+      !['string', 'password', 'select', 'boolean'].includes(field.type)
+    ) {
       throw new Error(`字段 ${key} 的类型 ${field.type} 不受支持`)
     }
     if (typeof field.title !== 'string' || !field.title.trim()) {
       throw new Error(`字段 ${key} 缺少 title`)
     }
     if (field.type === 'select') {
-      if (!Array.isArray(field.enum) || field.enum.some((value: unknown) => typeof value !== 'string')) {
+      if (
+        !Array.isArray(field.enum) ||
+        field.enum.some((value: unknown) => typeof value !== 'string')
+      ) {
         throw new Error(`字段 ${key} 的 enum 无效`)
       }
     }
@@ -432,10 +651,23 @@ function validateManifest(input: any): ProviderBundleManifest {
   }
 }
 
+function isRecord(input: unknown): input is Record<string, unknown> {
+  return Boolean(input) && typeof input === 'object'
+}
+
 function getProviderInstallDir(id: string, version: string): string {
   return path.join(app.getPath('userData'), 'providers', id, version)
 }
 
+function isBuiltinProviderInfo(installed: InstalledProviderInfo): boolean {
+  return installed.id === BUILTIN_DOUBAO_PROVIDER_ID && installed.installedAt === '0'
+}
+
+async function verifyInstalledProviderIntegrity(installed: InstalledProviderInfo): Promise<void> {
+  const entryContent = await readFile(installed.entryFile, 'utf8')
+  assertProviderEntryIntegrity(installed, entryContent)
+}
+
 async function readUrlText(targetUrl: string): Promise<string> {
   const url = new URL(targetUrl)
 
@@ -443,7 +675,7 @@ async function readUrlText(targetUrl: string): Promise<string> {
     return await readFile(fileURLToPath(url), 'utf8')
   }
 
-  if (!['http:', 'https:'].includes(url.protocol)) {
+  if (url.protocol !== 'https:') {
     throw new Error(`不支持的 provider URL 协议: ${url.protocol}`)
   }
 
diff --git a/src/main/provider-worker.ts b/src/main/provider-worker.ts
new file mode 100644
index 0000000..cda0288
--- /dev/null
+++ b/src/main/provider-worker.ts
@@ -0,0 +1,174 @@
+import electronUtility from 'electron/utility'
+import { createRequire } from 'node:module'
+import path from 'node:path'
+import { pathToFileURL } from 'node:url'
+import type { ProviderEvent, ProviderInput } from '../core/session-types'
+import type {
+  ProviderBundleContext,
+  ProviderBundleManifest,
+  ProviderBundleModule
+} from './provider-bundle'
+
+const { parentPort } = electronUtility
+
+type ProviderWorkerRequest = {
+  type: 'run'
+  requestId: string
+  payload: {
+    entryFile: string
+    manifest: ProviderBundleManifest
+    providerConfig: Record<string, unknown>
+    input: ProviderInput
+    appVersion: string
+  }
+}
+
+type ProviderWorkerResponse =
+  | { type: 'event'; requestId: string; event: ProviderEvent }
+  | { type: 'log'; requestId: string; message: string }
+  | { type: 'done'; requestId: string }
+  | { type: 'error'; requestId: string; error: string }
+
+parentPort.on('message', (event: Electron.MessageEvent) => {
+  void handleMessage(event.data).catch((error: unknown) => {
+    const requestId =
+      isRecord(event.data) && typeof event.data.requestId === 'string' ? event.data.requestId : ''
+    post({ type: 'error', requestId, error: getErrorMessage(error) })
+  })
+})
+
+async function handleMessage(message: unknown): Promise<void> {
+  if (!isProviderWorkerRequest(message)) {
+    post({ type: 'error', requestId: '', error: 'Invalid provider worker request' })
+    return
+  }
+
+  const { requestId, payload } = message
+  try {
+    const loaded = await loadProviderBundleModule(payload.entryFile, payload.manifest)
+    const createProvider = resolveCreateProvider(loaded)
+    if (typeof createProvider !== 'function') {
+      throw new Error(`服务包 ${payload.manifest.id} 未导出 createProvider`)
+    }
+
+    const instance = createProvider({
+      providerConfig: payload.providerConfig,
+      host: {
+        log: (workerMessage: string): void => {
+          post({ type: 'log', requestId, message: workerMessage })
+        },
+        platform: process.platform,
+        appVersion: payload.appVersion
+      }
+    })
+
+    if (!instance || typeof instance.run !== 'function') {
+      throw new Error(`服务包 ${payload.manifest.id} 的 createProvider 返回值无效`)
+    }
+
+    for await (const event of instance.run(payload.input)) {
+      if (!isProviderEvent(event)) {
+        throw new Error(`Invalid provider event from ${payload.manifest.id}`)
+      }
+      post({ type: 'event', requestId, event })
+    }
+
+    post({ type: 'done', requestId })
+  } catch (error: unknown) {
+    post({ type: 'error', requestId, error: getErrorMessage(error) })
+  }
+}
+
+async function loadProviderBundleModule(
+  entryFile: string,
+  manifest: ProviderBundleManifest
+): Promise<ProviderBundleModule> {
+  if (shouldUseEsmLoader(manifest, entryFile)) {
+    const entryUrl = pathToFileURL(entryFile)
+    entryUrl.searchParams.set('ts', String(Date.now()))
+    return (await import(/* @vite-ignore */ entryUrl.href)) as ProviderBundleModule
+  }
+
+  const runtimeRequire = createRequire(__filename)
+  const resolvedEntry = runtimeRequire.resolve(entryFile)
+  delete runtimeRequire.cache[resolvedEntry]
+  return runtimeRequire(resolvedEntry) as ProviderBundleModule
+}
+
+function resolveCreateProvider(loaded: ProviderBundleModule):
+  | ((context: ProviderBundleContext) => {
+      run(input: ProviderInput): AsyncIterable<ProviderEvent>
+    })
+  | undefined {
+  if (typeof loaded.createProvider === 'function') {
+    return loaded.createProvider
+  }
+
+  if (
+    loaded.default &&
+    typeof loaded.default === 'object' &&
+    typeof loaded.default.createProvider === 'function'
+  ) {
+    return loaded.default.createProvider
+  }
+
+  if (typeof loaded.default === 'function') {
+    return loaded.default
+  }
+
+  return undefined
+}
+
+function shouldUseEsmLoader(manifest: ProviderBundleManifest, entryFile: string): boolean {
+  if (manifest.moduleType === 'module') {
+    return true
+  }
+
+  if (manifest.moduleType === 'commonjs') {
+    return false
+  }
+
+  const extension = path.extname(entryFile).toLowerCase()
+  return extension === '.mjs' || extension === '.mts'
+}
+
+function isProviderWorkerRequest(message: unknown): message is ProviderWorkerRequest {
+  if (!isRecord(message) || message.type !== 'run' || typeof message.requestId !== 'string') {
+    return false
+  }
+  if (!isRecord(message.payload)) return false
+  return (
+    typeof message.payload.entryFile === 'string' &&
+    isRecord(message.payload.manifest) &&
+    isRecord(message.payload.providerConfig) &&
+    isRecord(message.payload.input) &&
+    typeof message.payload.appVersion === 'string'
+  )
+}
+
+function isProviderEvent(event: unknown): event is ProviderEvent {
+  if (!isRecord(event) || typeof event.type !== 'string') return false
+  switch (event.type) {
+    case 'thinking':
+    case 'reply_text':
+      return typeof event.content === 'string'
+    case 'skip':
+      return true
+    case 'error':
+      return typeof event.error === 'string'
+    default:
+      return false
+  }
+}
+
+function isRecord(input: unknown): input is Record<string, unknown> {
+  return Boolean(input) && typeof input === 'object'
+}
+
+function post(message: ProviderWorkerResponse): void {
+  parentPort.postMessage(message)
+}
+
+function getErrorMessage(error: unknown): string {
+  return error instanceof Error ? error.message : String(error)
+}
diff --git a/src/main/security-policy.ts b/src/main/security-policy.ts
new file mode 100644
index 0000000..84d01f2
--- /dev/null
+++ b/src/main/security-policy.ts
@@ -0,0 +1,70 @@
+import { createHash } from 'node:crypto'
+
+export const TOKEN_HEADER = 'x-sightflow-token'
+export const BEARER_PREFIX = 'Bearer '
+export const CUSTOM_PROVIDER_EXECUTION_ENV = 'SIGHTFLOW_ALLOW_CUSTOM_PROVIDER_CODE'
+
+export interface ProviderIntegrityInfo {
+  entrySha256?: string
+}
+
+export function isAllowedSkillHost(hostHeader: string | undefined): boolean {
+  if (!hostHeader) return false
+
+  const host = hostHeader.trim().toLowerCase()
+  if (host.startsWith('127.0.0.1:') || host === '127.0.0.1') return true
+  if (host.startsWith('localhost:') || host === 'localhost') return true
+  if (host.startsWith('[::1]:') || host === '[::1]' || host === '::1') return true
+  return false
+}
+
+export function extractSkillToken(headers: Record<string, string | string[] | undefined>): string {
+  const headerToken = headers[TOKEN_HEADER]
+  if (typeof headerToken === 'string') return headerToken.trim()
+
+  const authorization = headers.authorization
+  if (typeof authorization === 'string' && authorization.startsWith(BEARER_PREFIX)) {
+    return authorization.slice(BEARER_PREFIX.length).trim()
+  }
+
+  return ''
+}
+
+export function isCustomProviderExecutionAllowed(
+  env: Record<string, string | undefined> = process.env
+): boolean {
+  return env[CUSTOM_PROVIDER_EXECUTION_ENV] === '1'
+}
+
+export function sha256(content: string): string {
+  return createHash('sha256').update(content, 'utf8').digest('hex')
+}
+
+export function resolveProviderEntryUrl(manifestUrl: string, entry: string): string {
+  const manifest = new URL(manifestUrl)
+  const entryUrl = new URL(entry, manifest)
+
+  if (manifest.protocol !== 'https:' && manifest.protocol !== 'file:') {
+    throw new Error(`不支持的 provider manifest 协议: ${manifest.protocol}`)
+  }
+
+  if (entryUrl.protocol !== manifest.protocol) {
+    throw new Error('Provider manifest 与入口文件必须使用相同协议')
+  }
+
+  return entryUrl.toString()
+}
+
+export function assertProviderEntryIntegrity(
+  installed: ProviderIntegrityInfo,
+  entryContent: string
+): void {
+  if (!installed.entrySha256) {
+    throw new Error('Provider 缺少入口文件摘要，请重新安装后再启用')
+  }
+
+  const actual = sha256(entryContent)
+  if (actual !== installed.entrySha256) {
+    throw new Error('Provider 入口文件摘要不匹配，已阻止执行')
+  }
+}
diff --git a/src/main/skill-server.ts b/src/main/skill-server.ts
index b305ccd..7ebb87a 100644
--- a/src/main/skill-server.ts
+++ b/src/main/skill-server.ts
@@ -10,9 +10,11 @@
  * 回调本身复用主进程已有的引擎启动 / 停止 / 状态查询逻辑，避免逻辑重复。
  */
 import * as http from 'http'
+import { TOKEN_HEADER, extractSkillToken, isAllowedSkillHost } from './security-policy'
 
 const PRIMARY_PORT = 12680
 const FALLBACK_PORT = 12681
+const skillServerToken = process.env.SIGHTFLOW_SKILL_TOKEN?.trim() || ''
 
 export type SkillStartReason =
   | 'no_vision_key'
@@ -57,12 +59,29 @@ function jsonResponse(
   body: Record<string, unknown>
 ): void {
   res.writeHead(statusCode, {
-    'Content-Type': 'application/json',
-    'Access-Control-Allow-Origin': '*'
+    'Content-Type': 'application/json'
   })
   res.end(JSON.stringify(body))
 }
 
+function requireWriteAuth(req: http.IncomingMessage, res: http.ServerResponse): boolean {
+  if (!skillServerToken) {
+    jsonResponse(res, 503, {
+      ok: false,
+      error: 'skill_token_not_configured',
+      message: 'Set SIGHTFLOW_SKILL_TOKEN before using local start/pause HTTP control.'
+    })
+    return false
+  }
+
+  if (extractSkillToken(req.headers) !== skillServerToken) {
+    jsonResponse(res, 401, { ok: false, error: 'unauthorized' })
+    return false
+  }
+
+  return true
+}
+
 /** 读取 POST body（最大 1KB，防止滥用；当前所有端点都不需要 body） */
 function readBody(req: http.IncomingMessage): Promise<string> {
   return new Promise((resolve, reject) => {
@@ -186,11 +205,15 @@ function handleStatus(res: http.ServerResponse): void {
 async function requestHandler(req: http.IncomingMessage, res: http.ServerResponse): Promise<void> {
   const { method, url } = req
 
+  if (!isAllowedSkillHost(req.headers.host)) {
+    jsonResponse(res, 403, { ok: false, error: 'invalid_host' })
+    return
+  }
+
   if (method === 'OPTIONS') {
     res.writeHead(204, {
-      'Access-Control-Allow-Origin': '*',
       'Access-Control-Allow-Methods': 'GET, POST, OPTIONS',
-      'Access-Control-Allow-Headers': 'Content-Type'
+      'Access-Control-Allow-Headers': `Content-Type, Authorization, ${TOKEN_HEADER}`
     })
     res.end()
     return
@@ -198,9 +221,11 @@ async function requestHandler(req: http.IncomingMessage, res: http.ServerRespons
 
   try {
     if (url === '/skill/start' && method === 'POST') {
+      if (!requireWriteAuth(req, res)) return
       await readBody(req)
       await handleStart(res)
     } else if (url === '/skill/pause' && method === 'POST') {
+      if (!requireWriteAuth(req, res)) return
       await readBody(req)
       await handlePause(res)
     } else if (url === '/skill/status' && method === 'GET') {
diff --git a/src/preload/index.ts b/src/preload/index.ts
index af20697..b6c6e51 100644
--- a/src/preload/index.ts
+++ b/src/preload/index.ts
@@ -1,17 +1,73 @@
 import { contextBridge, ipcRenderer } from 'electron'
+import type { IpcRendererEvent } from 'electron'
+
+const ALLOWED_INVOKE_CHANNELS = new Set([
+  'settings:getAll',
+  'settings:get',
+  'settings:set',
+  'settings:open',
+  'provider:installFromUrl',
+  'provider:getInstalled',
+  'providerHub:getCatalog',
+  'providerHub:update',
+  'engine:start',
+  'engine:stop',
+  'engine:status',
+  'engine:updateConfig',
+  'engine:testConnection',
+  'capture:openSetupWizard',
+  'capture:getRegions',
+  'capture:resetRegions',
+  'capture-screen',
+  'test:vlm-parallel'
+])
+
+const ALLOWED_ON_CHANNELS = new Set([
+  'engine:state',
+  'engine:log',
+  'capture:regions-updated',
+  'overlay-wizard:init'
+])
+
+const ALLOWED_SEND_CHANNELS = new Set(['overlay-wizard:complete', 'overlay-wizard:cancel', 'ping'])
+
+function assertAllowed(channel: string, allowed: Set<string>): void {
+  if (!allowed.has(channel)) {
+    throw new Error(`IPC channel is not allowed: ${channel}`)
+  }
+}
+
+type IpcInvokeResult = Record<string, unknown> & {
+  success?: boolean
+  error?: string
+  installed?: Record<string, unknown> | null
+}
 
 const electronHandler = {
-  invoke: (channel: string, ...args: any[]) => ipcRenderer.invoke(channel, ...args),
-  on: (channel: string, callback: (...args: any[]) => void) => {
-    const handler = (_: any, ...args: any[]) => callback(...args)
+  invoke: <T = IpcInvokeResult>(channel: string, ...args: unknown[]): Promise<T> => {
+    assertAllowed(channel, ALLOWED_INVOKE_CHANNELS)
+    return ipcRenderer.invoke(channel, ...args) as Promise<T>
+  },
+  on: <T extends unknown[]>(channel: string, callback: (...args: T) => void): (() => void) => {
+    assertAllowed(channel, ALLOWED_ON_CHANNELS)
+    const handler = (_: IpcRendererEvent, ...args: unknown[]): void => callback(...(args as T))
     ipcRenderer.on(channel, handler)
     return () => {
       ipcRenderer.removeListener(channel, handler)
     }
   },
-  send: (channel: string, ...args: any[]) => ipcRenderer.send(channel, ...args)
+  send: (channel: string, ...args: unknown[]): void => {
+    assertAllowed(channel, ALLOWED_SEND_CHANNELS)
+    ipcRenderer.send(channel, ...args)
+  }
 }
 
+type PreloadWindow = Window &
+  typeof globalThis & {
+    electron: typeof electronHandler
+    osInfo: { platform: NodeJS.Platform }
+  }
+
 if (process.contextIsolated) {
   try {
     contextBridge.exposeInMainWorld('electron', electronHandler)
@@ -20,10 +76,9 @@ if (process.contextIsolated) {
     console.error(error)
   }
 } else {
-  // @ts-ignore
-  window.electron = electronHandler
-  // @ts-ignore
-  window.osInfo = { platform: process.platform }
+  const preloadWindow = window as PreloadWindow
+  preloadWindow.electron = electronHandler
+  preloadWindow.osInfo = { platform: process.platform }
 }
 
 export type ElectronHandler = typeof electronHandler
diff --git a/src/renderer/overlay/OverlayApp.tsx b/src/renderer/overlay/OverlayApp.tsx
index b483a82..c38580c 100644
--- a/src/renderer/overlay/OverlayApp.tsx
+++ b/src/renderer/overlay/OverlayApp.tsx
@@ -105,9 +105,7 @@ function LayoutPreview({
     return 'done'
   }
   const cell = (key: WizardStepKey, modifier: string): React.JSX.Element => (
-    <div
-      className={`overlay__layout-cell overlay__layout-cell--${modifier} is-${stateOf(key)}`}
-    />
+    <div className={`overlay__layout-cell overlay__layout-cell--${modifier} is-${stateOf(key)}`} />
   )
   return (
     <div className="overlay__layout-preview" aria-hidden>
@@ -314,9 +312,7 @@ export function OverlayApp(): React.ReactElement {
             </div>
             <svg
               className={
-                isInput
-                  ? 'overlay__crosshair overlay__crosshair--input'
-                  : 'overlay__crosshair'
+                isInput ? 'overlay__crosshair overlay__crosshair--input' : 'overlay__crosshair'
               }
               style={{ left: cx, top: cy }}
               viewBox="0 0 24 24"
diff --git a/src/renderer/src/App.tsx b/src/renderer/src/App.tsx
index ede3009..d7d73a1 100644
--- a/src/renderer/src/App.tsx
+++ b/src/renderer/src/App.tsx
@@ -75,6 +75,8 @@ interface InstalledProviderInfo {
   version: string
   entryFile: string
   installedAt: string
+  entrySha256?: string
+  sourceUrl?: string
 }
 
 type ProviderConfigFieldType = 'text' | 'password' | 'url' | 'select' | 'textarea'
@@ -129,7 +131,7 @@ interface AppSettings {
   chatProvider: {
     manifestUrl: string
     installed: InstalledProviderInfo | null
-    config: Record<string, any>
+    config: Record<string, string>
   }
   defaultCaptureStrategy: CaptureStrategy
   capture: Partial<Record<AppType, PerAppCapture>>
@@ -177,19 +179,19 @@ const BUILTIN_PROVIDER_CATALOG: ProviderCatalogItem[] = [
   }
 ]
 
-const PlayIcon = () => (
+const PlayIcon = (): React.JSX.Element => (
   <svg viewBox="0 0 24 24" fill="currentColor">
     <path d="M8 5.14v14l11-7-11-7z" />
   </svg>
 )
 
-const StopIcon = () => (
+const StopIcon = (): React.JSX.Element => (
   <svg viewBox="0 0 24 24" fill="currentColor">
     <rect x="6" y="6" width="12" height="12" rx="2" />
   </svg>
 )
 
-const GearIcon = () => (
+const GearIcon = (): React.JSX.Element => (
   <svg
     viewBox="0 0 24 24"
     fill="none"
@@ -219,7 +221,7 @@ const RefreshIcon = (): React.JSX.Element => (
   </svg>
 )
 
-function App() {
+function App(): React.JSX.Element {
   const isSettingsWindow = new URLSearchParams(window.location.search).get('window') === 'settings'
   const [status, setStatus] = useState<EngineStatus>('idle')
 
@@ -264,7 +266,7 @@ function ControlPanel({
 }: {
   status: EngineStatus
   setStatus: (s: EngineStatus) => void
-}) {
+}): React.JSX.Element {
   const [logs, setLogs] = useState<LogEntry[]>([])
   const logRef = useRef<HTMLDivElement>(null)
 
@@ -281,9 +283,7 @@ function ControlPanel({
   // 初次加载：读出当前 appType + 对应的框选区域
   useEffect(() => {
     void (async () => {
-      const settings = (await window.electron?.invoke('settings:getAll')) as
-        | AppSettings
-        | undefined
+      const settings = (await window.electron?.invoke('settings:getAll')) as AppSettings | undefined
       const initial = settings?.appType || 'wechat'
       setAppType(initial)
       await reloadRegionsForApp(initial)
@@ -429,11 +429,7 @@ function TargetAppQuickCard({
   onAppTypeChange,
   onOpenWizard
 }: TargetAppQuickCardProps): React.JSX.Element {
-  const statusText = isVlm
-    ? '自动识别（VLM）'
-    : regions
-      ? '已框选 3 / 3 个区域'
-      : '尚未框选'
+  const statusText = isVlm ? '自动识别（VLM）' : regions ? '已框选 3 / 3 个区域' : '尚未框选'
 
   return (
     <div className="card" style={{ marginBottom: 12 }}>
@@ -530,7 +526,7 @@ function BottomBar({
 }: {
   status: EngineStatus
   setStatus: (s: EngineStatus) => void
-}) {
+}): React.JSX.Element {
   const handleStart = useCallback(async () => {
     const settings = (await window.electron?.invoke('settings:getAll')) as AppSettings | undefined
     if (!settings?.vision?.apiKey) {
@@ -626,12 +622,12 @@ function SettingsWindow(): React.JSX.Element {
   )
 }
 
-function SettingsPanel() {
+function SettingsPanel(): React.JSX.Element {
   const [visionApiKey, setVisionApiKey] = useState('')
   const [testing, setTesting] = useState(false)
 
   useEffect(() => {
-    const load = async () => {
+    const load = async (): Promise<void> => {
       const settings = (await window.electron?.invoke('settings:getAll')) as AppSettings | undefined
       if (settings) {
         setVisionApiKey(settings.vision?.apiKey || '')
@@ -666,8 +662,9 @@ function SettingsPanel() {
       } else {
         showToast(`${t('settings.testConnection.fail')}: ${result?.error || ''}`, 'error')
       }
-    } catch (e: any) {
-      showToast(`${t('settings.testConnection.fail')}: ${e.message}`, 'error')
+    } catch (e: unknown) {
+      const message = e instanceof Error ? e.message : String(e)
+      showToast(`${t('settings.testConnection.fail')}: ${message}`, 'error')
     } finally {
       setTesting(false)
     }
@@ -700,7 +697,7 @@ function SettingsPanel() {
 
         <div className="form-group">
           <label className="form-label">{t('settings.visionModel')}</label>
-          <input className="form-input" value="doubao-seed-2-0-lite-260215" disabled />
+          <input className="form-input" value="doubao-seed-2-0-lite-260428" disabled />
         </div>
 
         <div className="form-group">
@@ -741,7 +738,9 @@ function AgentPanel(): React.JSX.Element {
     try {
       const [settings, result] = await Promise.all([
         window.electron?.invoke('settings:getAll') as Promise<AppSettings | undefined>,
-        window.electron?.invoke(forceUpdate ? 'providerHub:update' : 'providerHub:getCatalog') as Promise<ProviderHubResult>
+        window.electron?.invoke(
+          forceUpdate ? 'providerHub:update' : 'providerHub:getCatalog'
+        ) as Promise<ProviderHubResult>
       ])
 
       const nextCatalog = mergeProviderCatalog(result?.catalog?.providers || [])
@@ -749,7 +748,10 @@ function AgentPanel(): React.JSX.Element {
       setCatalog(nextCatalog)
       setCurrentSettings(settings || null)
       setActiveId(nextActiveId)
-      setSelectedId((current) => current || nextActiveId || BUILTIN_PROVIDER_CATALOG[0]?.id || nextCatalog[0]?.id || '')
+      setSelectedId(
+        (current) =>
+          current || nextActiveId || BUILTIN_PROVIDER_CATALOG[0]?.id || nextCatalog[0]?.id || ''
+      )
       setProviderDrafts((prev) => ({
         ...prev,
         doubao: {
@@ -824,7 +826,10 @@ function AgentPanel(): React.JSX.Element {
         return true
       }
 
-      const installResult = await window.electron?.invoke('provider:installFromUrl', provider.manifestUrl)
+      const installResult = await window.electron?.invoke(
+        'provider:installFromUrl',
+        provider.manifestUrl
+      )
       if (!installResult?.success) {
         showToast(installResult?.error || '智能体安装失败', 'error')
         return false
@@ -1060,17 +1065,17 @@ function getMissingRequiredFields(
 
 let _showToast: ((msg: string, type: 'success' | 'error') => void) | null = null
 
-function showToast(msg: string, type: 'success' | 'error') {
+function showToast(msg: string, type: 'success' | 'error'): void {
   _showToast?.(msg, type)
 }
 
-function Toast() {
+function Toast(): React.JSX.Element {
   const [visible, setVisible] = useState(false)
   const [message, setMessage] = useState('')
   const [type, setType] = useState<'success' | 'error'>('success')
   const timerRef = useRef<number | undefined>(undefined)
 
-  _showToast = useCallback((msg: string, t: 'success' | 'error') => {
+  const show = useCallback((msg: string, t: 'success' | 'error') => {
     setMessage(msg)
     setType(t)
     setVisible(true)
@@ -1078,6 +1083,18 @@ function Toast() {
     timerRef.current = window.setTimeout(() => setVisible(false), 2500)
   }, [])
 
+  useEffect(() => {
+    _showToast = show
+    return () => {
+      if (_showToast === show) {
+        _showToast = null
+      }
+      if (timerRef.current) {
+        clearTimeout(timerRef.current)
+      }
+    }
+  }, [show])
+
   return <div className={`toast ${type} ${visible ? 'show' : ''}`}>{message}</div>
 }
 
diff --git a/src/renderer/src/i18n.ts b/src/renderer/src/i18n.ts
index bf3bb3f..7810997 100644
--- a/src/renderer/src/i18n.ts
+++ b/src/renderer/src/i18n.ts
@@ -64,7 +64,7 @@ const translations = {
     // Toast
     'toast.engineStarted': '引擎已启动',
     'toast.engineStopped': '引擎已停止',
-    'toast.startFailed': '启动失败',
+    'toast.startFailed': '启动失败'
   },
   en: {
     'app.title': 'SightFlow Desktop',
@@ -121,15 +121,15 @@ const translations = {
 
     'toast.engineStarted': 'Engine started',
     'toast.engineStopped': 'Engine stopped',
-    'toast.startFailed': 'Failed to start',
+    'toast.startFailed': 'Failed to start'
   }
 } as const
 
-type TranslationKey = keyof typeof translations['zh']
+type TranslationKey = keyof (typeof translations)['zh']
 
 let currentLocale: Locale = 'zh'
 
-export function setLocale(locale: Locale) {
+export function setLocale(locale: Locale): void {
   currentLocale = locale
 }
 
diff --git a/test/safety-policy.test.ts b/test/safety-policy.test.ts
new file mode 100644
index 0000000..4538100
--- /dev/null
+++ b/test/safety-policy.test.ts
@@ -0,0 +1,77 @@
+import { doesNotThrow, equal, throws } from 'node:assert/strict'
+import { test } from 'node:test'
+import {
+  CUSTOM_PROVIDER_EXECUTION_ENV,
+  assertProviderEntryIntegrity,
+  extractSkillToken,
+  isAllowedSkillHost,
+  isCustomProviderExecutionAllowed,
+  resolveProviderEntryUrl,
+  sha256
+} from '../src/main/security-policy'
+
+test('skill server accepts only loopback hosts', (): void => {
+  equal(isAllowedSkillHost('127.0.0.1:12680'), true)
+  equal(isAllowedSkillHost('localhost:12680'), true)
+  equal(isAllowedSkillHost('[::1]:12680'), true)
+  equal(isAllowedSkillHost('0.0.0.0:12680'), false)
+  equal(isAllowedSkillHost('example.com'), false)
+  equal(isAllowedSkillHost(undefined), false)
+})
+
+test('skill server extracts explicit token header before bearer auth', (): void => {
+  equal(
+    extractSkillToken({
+      'x-sightflow-token': ' local-token ',
+      authorization: 'Bearer bearer-token'
+    }),
+    'local-token'
+  )
+  equal(extractSkillToken({ authorization: 'Bearer bearer-token' }), 'bearer-token')
+  equal(extractSkillToken({ authorization: 'Basic ignored' }), '')
+})
+
+test('custom provider execution is disabled unless explicitly enabled', (): void => {
+  equal(isCustomProviderExecutionAllowed({}), false)
+  equal(isCustomProviderExecutionAllowed({ [CUSTOM_PROVIDER_EXECUTION_ENV]: '0' }), false)
+  equal(isCustomProviderExecutionAllowed({ [CUSTOM_PROVIDER_EXECUTION_ENV]: '1' }), true)
+})
+
+test('provider entry integrity blocks missing or changed bundles', (): void => {
+  const entryContent = 'export const ok = true'
+  doesNotThrow(() =>
+    assertProviderEntryIntegrity({ entrySha256: sha256(entryContent) }, entryContent)
+  )
+  throws(() => assertProviderEntryIntegrity({}, entryContent), /缺少入口文件摘要/)
+  throws(
+    () => assertProviderEntryIntegrity({ entrySha256: sha256(entryContent) }, `${entryContent}!`),
+    /摘要不匹配/
+  )
+})
+
+test('provider entry URL must keep the manifest protocol boundary', (): void => {
+  equal(
+    resolveProviderEntryUrl('https://providers.example.com/acme/manifest.json', './entry.js'),
+    'https://providers.example.com/acme/entry.js'
+  )
+  equal(
+    resolveProviderEntryUrl('file:///tmp/sightflow-provider/manifest.json', './entry.js'),
+    'file:///tmp/sightflow-provider/entry.js'
+  )
+  throws(
+    () =>
+      resolveProviderEntryUrl(
+        'https://providers.example.com/acme/manifest.json',
+        'file:///tmp/evil.js'
+      ),
+    /必须使用相同协议/
+  )
+  throws(
+    () =>
+      resolveProviderEntryUrl(
+        'file:///tmp/sightflow-provider/manifest.json',
+        'https://example.com/entry.js'
+      ),
+    /必须使用相同协议/
+  )
+})