diff --git a/package-lock.json b/package-lock.json
index 13f91c711..45fd8afc0 100644
--- a/package-lock.json
+++ b/package-lock.json
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+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
+      "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==",
+      "dev": true,
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "packages/ai/node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
@@ -23244,8 +23103,6 @@
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       "version": "0.2.3",
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@@ -23319,8 +23176,6 @@
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       "cpu": [
         "arm64"
       ],
@@ -23642,8 +23497,6 @@
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@@ -23675,8 +23528,6 @@
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-      "resolved": "https://registry.npmjs.org/@vitest/expect/-/expect-2.1.9.tgz",
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       "license": "MIT",
       "dependencies": {
@@ -23689,10 +23540,33 @@
         "url": "https://opencollective.com/vitest"
       }
     },
+    "packages/collaboration-yjs/node_modules/@vitest/mocker": {
+      "version": "2.1.9",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@vitest/spy": "2.1.9",
+        "estree-walker": "^3.0.3",
+        "magic-string": "^0.30.12"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      },
+      "peerDependencies": {
+        "msw": "^2.4.9",
+        "vite": "^5.0.0"
+      },
+      "peerDependenciesMeta": {
+        "msw": {
+          "optional": true
+        },
+        "vite": {
+          "optional": true
+        }
+      }
+    },
     "packages/collaboration-yjs/node_modules/@vitest/pretty-format": {
       "version": "2.1.9",
-      "resolved": "https://registry.npmjs.org/@vitest/pretty-format/-/pretty-format-2.1.9.tgz",
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@@ -23704,8 +23578,6 @@
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@@ -23718,8 +23590,6 @@
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     "packages/collaboration-yjs/node_modules/@vitest/snapshot": {
       "version": "2.1.9",
-      "resolved": "https://registry.npmjs.org/@vitest/snapshot/-/snapshot-2.1.9.tgz",
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       "dev": true,
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@@ -23733,8 +23603,6 @@
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-      "integrity": "sha512-E1B35FwzXXTs9FHNK6bDszs7mtydNi5MIfUWpceJ8Xbfb1gBMscAnwLbEu+B44ed6W3XjL9/ehLPHR1fkf1KLQ==",
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@@ -23746,8 +23614,6 @@
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-      "resolved": "https://registry.npmjs.org/@vitest/utils/-/utils-2.1.9.tgz",
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@@ -23761,8 +23627,6 @@
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       "dev": true,
       "hasInstallScript": true,
       "license": "MIT",
@@ -23800,15 +23664,11 @@
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     "packages/collaboration-yjs/node_modules/pathe": {
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-      "resolved": "https://registry.npmjs.org/pathe/-/pathe-1.1.2.tgz",
-      "integrity": "sha512-whLdWMYL2TwI08hn8/ZqAbrVemu0LNaNNJZX73O6qaIdCTfXutsLhMkjdENX0qhsQ9uIimo4/aQOmXkoon2nDQ==",
       "dev": true,
       "license": "MIT"
     },
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-      "version": "3.6.2",
-      "resolved": "https://registry.npmjs.org/prettier/-/prettier-3.6.2.tgz",
-      "integrity": "sha512-I7AIg5boAr5R0FFtJ6rCfD+LFsWHp81dolrFD8S79U9tb8Az2nGrJncnMSnys+bpQJfRUzqs9hnA81OAA3hCuQ==",
+      "version": "3.5.3",
       "dev": true,
       "license": "MIT",
       "bin": {
@@ -23823,15 +23683,11 @@
     },
     "packages/collaboration-yjs/node_modules/tinyexec": {
       "version": "0.3.2",
-      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-0.3.2.tgz",
-      "integrity": "sha512-KQQR9yN7R5+OSwaK0XQoj22pwHoTlgYqmUscPYoknOoWCWfj/5/ABTMRi69FrKU5ffPVh5QcFikpWJI/P1ocHA==",
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     "packages/collaboration-yjs/node_modules/tinyrainbow": {
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@@ -23840,41 +23696,14 @@
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-      "resolved": "https://registry.npmjs.org/tinyspy/-/tinyspy-3.0.2.tgz",
-      "integrity": "sha512-n1cw8k1k0x4pgA2+9XrOkFydTerNcJ1zWCO5Nn9scWHTD+5tp8dghT2x1uduQePZTZgd3Tupf+x9BxJjeJi77Q==",
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-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "cac": "^6.7.14",
-        "debug": "^4.3.7",
-        "es-module-lexer": "^1.5.4",
-        "pathe": "^1.1.2",
-        "vite": "^5.0.0"
-      },
-      "bin": {
-        "vite-node": "vite-node.mjs"
-      },
-      "engines": {
-        "node": "^18.0.0 || >=20.0.0"
-      },
-      "funding": {
-        "url": "https://opencollective.com/vitest"
-      }
-    },
-    "packages/collaboration-yjs/node_modules/vite-node/node_modules/vite": {
+    "packages/collaboration-yjs/node_modules/vite": {
       "version": "5.4.21",
-      "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.21.tgz",
-      "integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -23931,10 +23760,29 @@
         }
       }
     },
+    "packages/collaboration-yjs/node_modules/vite-node": {
+      "version": "2.1.9",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "cac": "^6.7.14",
+        "debug": "^4.3.7",
+        "es-module-lexer": "^1.5.4",
+        "pathe": "^1.1.2",
+        "vite": "^5.0.0"
+      },
+      "bin": {
+        "vite-node": "vite-node.mjs"
+      },
+      "engines": {
+        "node": "^18.0.0 || >=20.0.0"
+      },
+      "funding": {
+        "url": "https://opencollective.com/vitest"
+      }
+    },
     "packages/collaboration-yjs/node_modules/vitest": {
       "version": "2.1.9",
-      "resolved": "https://registry.npmjs.org/vitest/-/vitest-2.1.9.tgz",
-      "integrity": "sha512-MSmPM9REYqDGBI8439mA4mWhV5sKmDlBKWIYbA3lRb2PTHACE0mgKwA8yQ2xq9vxDTuk4iPrECBAEW2aoFXY0Q==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -23997,93 +23845,6 @@
         }
       }
     },
-    "packages/collaboration-yjs/node_modules/vitest/node_modules/@vitest/mocker": {
-      "version": "2.1.9",
-      "resolved": "https://registry.npmjs.org/@vitest/mocker/-/mocker-2.1.9.tgz",
-      "integrity": "sha512-tVL6uJgoUdi6icpxmdrn5YNo3g3Dxv+IHJBr0GXHaEdTcw3F+cPKnsXFhli6nO+f/6SDKPHEK1UN+k+TQv0Ehg==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "@vitest/spy": "2.1.9",
-        "estree-walker": "^3.0.3",
-        "magic-string": "^0.30.12"
-      },
-      "funding": {
-        "url": "https://opencollective.com/vitest"
-      },
-      "peerDependencies": {
-        "msw": "^2.4.9",
-        "vite": "^5.0.0"
-      },
-      "peerDependenciesMeta": {
-        "msw": {
-          "optional": true
-        },
-        "vite": {
-          "optional": true
-        }
-      }
-    },
-    "packages/collaboration-yjs/node_modules/vitest/node_modules/vite": {
-      "version": "5.4.21",
-      "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.21.tgz",
-      "integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "esbuild": "^0.21.3",
-        "postcss": "^8.4.43",
-        "rollup": "^4.20.0"
-      },
-      "bin": {
-        "vite": "bin/vite.js"
-      },
-      "engines": {
-        "node": "^18.0.0 || >=20.0.0"
-      },
-      "funding": {
-        "url": "https://github.com/vitejs/vite?sponsor=1"
-      },
-      "optionalDependencies": {
-        "fsevents": "~2.3.3"
-      },
-      "peerDependencies": {
-        "@types/node": "^18.0.0 || >=20.0.0",
-        "less": "*",
-        "lightningcss": "^1.21.0",
-        "sass": "*",
-        "sass-embedded": "*",
-        "stylus": "*",
-        "sugarss": "*",
-        "terser": "^5.4.0"
-      },
-      "peerDependenciesMeta": {
-        "@types/node": {
-          "optional": true
-        },
-        "less": {
-          "optional": true
-        },
-        "lightningcss": {
-          "optional": true
-        },
-        "sass": {
-          "optional": true
-        },
-        "sass-embedded": {
-          "optional": true
-        },
-        "stylus": {
-          "optional": true
-        },
-        "sugarss": {
-          "optional": true
-        },
-        "terser": {
-          "optional": true
-        }
-      }
-    },
     "packages/layout-engine": {
       "name": "@superdoc/layout-engine-workspace"
     },
@@ -25282,9 +25043,7 @@
       }
     },
     "packages/super-editor/node_modules/marked": {
-      "version": "16.4.2",
-      "resolved": "https://registry.npmjs.org/marked/-/marked-16.4.2.tgz",
-      "integrity": "sha512-TI3V8YYWvkVf3KJe1dRkpnjs68JUPyEa5vjKrp1XEEJUAOaQc+Qj+L1qWbPd0SJuAdQkFU0h73sXXqwDYxsiDA==",
+      "version": "16.3.0",
       "license": "MIT",
       "bin": {
         "marked": "bin/marked.js"
@@ -25293,6 +25052,17 @@
         "node": ">= 20"
       }
     },
+    "packages/super-editor/node_modules/uuid": {
+      "version": "9.0.1",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "packages/superdoc": {
       "version": "0.31.4-RC.1",
       "license": "AGPL-3.0",
@@ -25330,8 +25100,6 @@
     },
     "packages/superdoc/node_modules/pdfjs-dist": {
       "version": "4.3.136",
-      "resolved": "https://registry.npmjs.org/pdfjs-dist/-/pdfjs-dist-4.3.136.tgz",
-      "integrity": "sha512-gzfnt1qc4yA+U46golPGYtU4WM2ssqP2MvFjKga8GEKOrEnzRPrA/9jogLLPYHiA3sGBPJ+p7BdAq+ytmw3jEg==",
       "dev": true,
       "license": "Apache-2.0",
       "engines": {
@@ -25342,6 +25110,17 @@
         "path2d": "^0.2.0"
       }
     },
+    "packages/superdoc/node_modules/uuid": {
+      "version": "9.0.1",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "packages/word-layout": {
       "name": "@superdoc/word-layout",
       "version": "0.1.0"
diff --git a/packages/ai/README.md b/packages/ai/README.md
index 51805b8e0..221992bbe 100644
--- a/packages/ai/README.md
+++ b/packages/ai/README.md
@@ -4,14 +4,12 @@
 
 ## Features
 
-- 🤖 **Multiple AI Providers**: Built-in support for OpenAI, Anthropic Claude, and custom HTTP endpoints
-- 🔍 **Smart Content Finding**: Natural language search across documents
-- ✍️ **Intelligent Editing**: AI-powered content replacement, suggestions, and generation
-- 💬 **Comment Integration**: Automatically insert AI-generated comments
-- 📝 **Track Changes**: AI suggestions with full revision history
-- 🎨 **Content Highlighting**: Smart text highlighting based on queries
-- 🌊 **Streaming Support**: Real-time AI responses with streaming
-- 📦 **TypeScript First**: Full type safety and excellent IDE support
+- **AI Actions**: High-level API for common document operations (find, replace, insert, comment)
+- **AI Builder**: Low-level primitives for custom AI workflows
+- **Anthropic Support**: Built-in Anthropic Claude integration
+- **Comment Integration**: Automatically insert AI-generated comments
+- **Track Changes**: AI suggestions with full revision history
+- **TypeScript First**: Full type safety and excellent IDE support
 
 ## Installation
 
@@ -21,19 +19,21 @@ npm install @superdoc-dev/ai
 
 ## Quick Start
 
+### Using AI Actions (High-Level API)
+
 ```typescript
 import { AIActions } from '@superdoc-dev/ai';
 
-// Initialize with OpenAI
+// Initialize with Anthropic
 const ai = new AIActions(superdoc, {
   user: {
     displayName: 'AI Assistant',
     userId: 'ai-bot-001',
   },
   provider: {
-    type: 'openai',
-    apiKey: process.env.OPENAI_API_KEY,
-    model: 'gpt-4',
+    type: 'anthropic',
+    apiKey: process.env.ANTHROPIC_API_KEY,
+    model: 'claude-sonnet-4-5',
   },
   onReady: ({ aiActions }) => {
     console.log('AI is ready!');
@@ -56,194 +56,58 @@ await ai.action.insertTrackedChange('improve the introduction');
 await ai.action.insertContent('write a conclusion paragraph');
 ```
 
-## API Reference
-
-### AIActions Class
-
-The main class for AI integration.
-
-#### Constructor
-
-```typescript
-new AIActions(superdoc: SuperDocInstance, options: AIActionsOptions)
-```
-
-**Options:**
-
-- `user` (required): User/bot information
-  - `displayName`: Display name for AI-generated changes
-  - `userId?`: Optional user identifier
-  - `profileUrl?`: Optional profile image URL
-- `provider` (required): AI provider configuration or instance
-- `systemPrompt?`: Custom system prompt for AI context
-- `enableLogging?`: Enable debug logging (default: false)
-- Callbacks:
-  - `onReady?`: Called when AI is initialized
-  - `onStreamingStart?`: Called when streaming begins
-  - `onStreamingPartialResult?`: Called for each streaming chunk
-  - `onStreamingEnd?`: Called when streaming completes
-  - `onError?`: Called when an error occurs
-
-#### Methods
-
-##### `waitUntilReady()`
-
-Waits for AI initialization to complete.
+### Using AI Builder (Low-Level API)
 
 ```typescript
-await ai.waitUntilReady();
-```
-
-##### `getIsReady()`
+import { executeTool, anthropicTools } from '@superdoc-dev/ai';
+import Anthropic from '@anthropic-ai/sdk';
 
-Checks if AI is ready.
+// Get tool definitions
+const tools = anthropicTools(editor.extensionManager.extensions);
 
-```typescript
-const ready = ai.getIsReady(); // boolean
-```
-
-##### `getCompletion(prompt, options?)`
-
-Get a complete AI response.
-
-```typescript
-const response = await ai.getCompletion('Summarize this document', {
-  temperature: 0.7,
-  maxTokens: 500,
+// Use with Anthropic SDK
+const anthropic = new Anthropic({ apiKey: '...' });
+const response = await anthropic.beta.messages.create({
+  model: 'claude-sonnet-4-5',
+  betas: ['structured-outputs-2025-11-13'],
+  tools,
+  messages: [{ role: 'user', content: 'Add a paragraph saying hello' }],
 });
-```
 
-##### `streamCompletion(prompt, options?)`
-
-Stream AI responses in real-time.
-
-```typescript
-const result = await ai.streamCompletion('Generate introduction');
+// Execute tool calls
+for (const toolUse of response.content.filter((c) => c.type === 'tool_use')) {
+  await executeTool(toolUse.name, toolUse.input, editor);
+}
 ```
 
-##### `getDocumentContext()`
-
-Get current document text.
-
-```typescript
-const context = ai.getDocumentContext();
-```
+## API Overview
 
 ### AI Actions
 
-All actions are available via `ai.action.*`.
-
-#### `find(query)`
-
-Find the first occurrence of content matching the query.
-
-```typescript
-const result = await ai.action.find('GDPR compliance section');
-// Returns: { success: boolean, results: FoundMatch[] }
-```
-
-#### `findAll(query)`
-
-Find all occurrences of content matching the query.
-
-```typescript
-const result = await ai.action.findAll('privacy policy');
-```
-
-#### `highlight(query, color?)`
-
-Find and highlight content.
-
-```typescript
-await ai.action.highlight('important terms', '#FFFF00');
-```
-
-#### `replace(instruction)`
-
-Replace the first occurrence based on instruction.
-
-```typescript
-await ai.action.replace('change "data" to "information" in the first paragraph');
-```
-
-#### `replaceAll(instruction)`
-
-Replace all occurrences based on instruction.
-
-```typescript
-await ai.action.replaceAll('update dates to 2025');
-```
-
-#### `insertTrackedChange(instruction)`
-
-Insert a single tracked change.
-
-```typescript
-await ai.action.insertTrackedChange('improve clarity of terms and conditions');
-```
-
-#### `insertTrackedChanges(instruction)`
-
-Insert multiple tracked changes.
-
-```typescript
-await ai.action.insertTrackedChanges('fix all grammatical errors');
-```
-
-#### `insertComment(instruction)`
-
-Insert a single comment.
-
-```typescript
-await ai.action.insertComment('suggest improvements to introduction');
-```
-
-#### `insertComments(instruction)`
-
-Insert multiple comments.
-
-```typescript
-await ai.action.insertComments('review all legal terms');
-```
-
-#### `summarize(instruction)`
-
-Generate a summary.
+High-level API for common document operations:
 
-```typescript
-const result = await ai.action.summarize('create executive summary');
-// onStreamingPartialResult receives partial updates when the provider allows streaming.
-```
+- `find(query)` - Find content matching a query
+- `findAll(query)` - Find all occurrences
+- `highlight(query, color?)` - Find and highlight
+- `replace(instruction)` - Replace first occurrence
+- `replaceAll(instruction)` - Replace all occurrences
+- `insertTrackedChange(instruction)` - Insert single tracked change
+- `insertTrackedChanges(instruction)` - Insert multiple tracked changes
+- `insertComment(instruction)` - Insert single comment
+- `insertComments(instruction)` - Insert multiple comments
+- `summarize(instruction)` - Generate summary
+- `insertContent(instruction)` - Generate and insert content
 
-#### `insertContent(instruction)`
+### AI Builder
 
-Generate and insert new content.
+Low-level primitives for custom workflows:
 
-```typescript
-await ai.action.insertContent('write a conclusion paragraph');
-```
+- `anthropicTools(extensions, options?)` - Generate Anthropic tool definitions
+- `executeTool(toolName, params, editor)` - Execute a tool call
+- `generateContentSchema(extensions, options?)` - Generate content schema
+- Core types and utilities
 
-When the provider configuration leaves `streamResults` enabled (default), generated content streams into the document incrementally instead of waiting for the full response.
-
-## AI Providers
-
-### OpenAI
-
-```typescript
-const ai = new AIActions(superdoc, {
-  user: { displayName: 'AI' },
-  provider: {
-    type: 'openai',
-    apiKey: 'sk-...',
-    model: 'gpt-4',
-    baseURL: 'https://api.openai.com/v1', // optional
-    organizationId: 'org-...', // optional
-    temperature: 0.7, // optional
-    maxTokens: 2000, // optional
-    streamResults: false, // optional (applies to AI insert/summarize actions; default true)
-  },
-});
-```
+## Provider Configuration
 
 ### Anthropic Claude
 
@@ -253,76 +117,32 @@ const ai = new AIActions(superdoc, {
   provider: {
     type: 'anthropic',
     apiKey: 'sk-ant-...',
-    model: 'claude-3-opus-20240229',
-    apiVersion: '2023-06-01', // optional
-    baseURL: 'https://api.anthropic.com', // optional
+    model: 'claude-sonnet-4-5',
     temperature: 0.7, // optional
     maxTokens: 2000, // optional
-    streamResults: false, // optional (applies to AI insert/summarize actions; default true)
-  },
-});
-```
-
-### Custom HTTP Provider
-
-```typescript
-const ai = new AIActions(superdoc, {
-  user: { displayName: 'AI' },
-  provider: {
-    type: 'http',
-    url: 'https://your-ai-api.com/complete',
-    streamUrl: 'https://your-ai-api.com/stream', // optional
-    headers: {
-      Authorization: 'Bearer token',
-      'X-Custom-Header': 'value',
-    },
-    method: 'POST', // default
-    streamResults: true, // optional (used by insertContent/summarize; default true)
-    buildRequestBody: (context) => ({
-      messages: context.messages,
-      stream: context.stream,
-      // custom fields
-    }),
-    parseCompletion: (payload) => {
-      // Extract text from response
-      return payload.result;
-    },
   },
 });
 ```
 
-### Custom Provider Instance
+## Advanced Usage
 
-Implement the `AIProvider` interface:
+### Custom System Prompt
 
 ```typescript
-const customProvider: AIProvider = {
-  streamResults: true,
-  async *streamCompletion(messages, options) {
-    // Yield chunks
-    yield 'chunk1';
-    yield 'chunk2';
-  },
-  async getCompletion(messages, options) {
-    // Return complete response
-    return 'response';
-  },
-};
-
 const ai = new AIActions(superdoc, {
-  user: { displayName: 'AI' },
-  provider: customProvider,
+  user: { displayName: 'Legal AI' },
+  provider: { type: 'anthropic', apiKey: '...', model: 'claude-sonnet-4-5' },
+  systemPrompt: `You are a legal document assistant.
+    Focus on accuracy, clarity, and compliance.`,
 });
 ```
 
-## Advanced Usage
-
 ### With Callbacks
 
 ```typescript
 const ai = new AIActions(superdoc, {
   user: { displayName: 'AI' },
-  provider: { type: 'openai', apiKey: '...', model: 'gpt-4' },
+  provider: { type: 'anthropic', apiKey: '...', model: 'claude-sonnet-4-5' },
   enableLogging: true,
   onReady: () => console.log('Ready!'),
   onStreamingStart: () => console.log('Streaming started'),
@@ -338,48 +158,6 @@ const ai = new AIActions(superdoc, {
 });
 ```
 
-### Custom System Prompt
-
-```typescript
-const ai = new AIActions(superdoc, {
-  user: { displayName: 'Legal AI' },
-  provider: { type: 'openai', apiKey: '...', model: 'gpt-4' },
-  systemPrompt: `You are a legal document assistant. 
-    Focus on accuracy, clarity, and compliance.
-    Always cite relevant regulations when applicable.`,
-});
-```
-
-### Abort Streaming
-
-```typescript
-const controller = new AbortController();
-
-ai.streamCompletion('Long task', {
-  signal: controller.signal,
-});
-
-// Later...
-controller.abort();
-```
-
-### Provider-Specific Options
-
-```typescript
-await ai.getCompletion('prompt', {
-  temperature: 0.5,
-  maxTokens: 1000,
-  stop: ['\n\n'],
-  providerOptions: {
-    // OpenAI specific
-    top_p: 0.9,
-    frequency_penalty: 0.5,
-    // or Anthropic specific
-    top_k: 40,
-  },
-});
-```
-
 ## Error Handling
 
 ```typescript
@@ -395,12 +173,6 @@ try {
 }
 ```
 
-## Testing
-
-```bash
-npm test
-```
-
 ## License
 
 AGPL-3.0 - see [LICENSE](../../LICENSE) for details.
@@ -410,7 +182,6 @@ AGPL-3.0 - see [LICENSE](../../LICENSE) for details.
 - 📖 [Documentation](https://superdoc.dev/docs/ai)
 - 💬 [Discord Community](https://discord.gg/superdoc)
 - 🐛 [Issue Tracker](https://github.com/harbour-enterprises/superdoc/issues)
-- 📧 [Email Support](mailto:support@superdoc.dev)
 
 ## Changelog
 
diff --git a/packages/ai/package.json b/packages/ai/package.json
index 62a7ca10f..1ae7780b5 100644
--- a/packages/ai/package.json
+++ b/packages/ai/package.json
@@ -2,8 +2,15 @@
   "name": "@superdoc-dev/ai",
   "version": "0.1.5",
   "description": "AI integration package for SuperDoc",
+  "type": "module",
   "main": "./dist/index.js",
   "types": "./dist/index.d.ts",
+  "exports": {
+    ".": {
+      "types": "./dist/index.d.ts",
+      "import": "./dist/index.js"
+    }
+  },
   "scripts": {
     "build": "tsup",
     "dev": "tsup --watch",
@@ -14,11 +21,15 @@
   "keywords": [
     "superdoc",
     "ai",
+    "ai-builder",
+    "ai-actions",
     "document",
     "collaboration",
     "llm",
     "openai",
-    "anthropic"
+    "anthropic",
+    "tools",
+    "structured-outputs"
   ],
   "license": "AGPL-3.0",
   "peerDependencies": {
diff --git a/packages/ai/src/ai-builder/README.md b/packages/ai/src/ai-builder/README.md
new file mode 100644
index 000000000..ae5a5d1e7
--- /dev/null
+++ b/packages/ai/src/ai-builder/README.md
@@ -0,0 +1,193 @@
+# SuperDoc AI Builder
+
+Low-level primitives for building custom AI workflows with SuperDoc.
+
+## Overview
+
+AI Builder provides the foundational components for creating AI-powered document editing experiences. Unlike AI Actions which offers pre-built operations, AI Builder gives you the tools to build custom workflows tailored to your specific needs.
+
+**Alpha Status:** Currently supports Anthropic Claude only.
+
+## Architecture
+
+```
+ai-builder/
+├── types.ts              # Core type definitions
+├── executor.ts           # Tool execution primitive (executeTool)
+├── tools/                # Core tool implementations
+│   ├── insertContent.ts
+│   └── replaceContent.ts
+├── providers/            # Provider-specific tool schemas
+│   └── anthropic.ts      # Anthropic Claude support
+└── schema-generator/     # Schema generation from extensions
+    └── from-extensions.ts
+```
+
+## Quick Start
+
+```typescript
+import { executeTool, anthropicTools } from '@superdoc-dev/ai';
+import Anthropic from '@anthropic-ai/sdk';
+
+// Get tool definitions
+const tools = anthropicTools(editor.extensionManager.extensions);
+
+// Use with Anthropic SDK
+const anthropic = new Anthropic({ apiKey: '...' });
+const response = await anthropic.beta.messages.create({
+  model: 'claude-sonnet-4-5',
+  betas: ['structured-outputs-2025-11-13'],
+  tools,
+  messages: [{ role: 'user', content: 'Add a paragraph saying hello' }],
+});
+
+// Execute tool calls
+for (const toolUse of response.content.filter((c) => c.type === 'tool_use')) {
+  await executeTool(toolUse.name, toolUse.input, editor);
+}
+```
+
+## Core Concepts
+
+### Tools
+
+Tools are the basic operations that AI can perform on documents:
+
+- **insertContent** - Insert content at selection, documentStart, or documentEnd
+- **replaceContent** - Replace content in a specific range
+
+Each tool executes with type-safe parameters and returns a structured result.
+
+### Tool Execution
+
+```typescript
+import { executeTool } from '@superdoc-dev/ai';
+
+// Execute a single tool
+const result = await executeTool(
+  'insertContent',
+  {
+    position: 'selection',
+    content: [{ type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }],
+  },
+  editor,
+);
+
+if (result.success) {
+  console.log('Content inserted successfully');
+}
+```
+
+### Schema Generation
+
+Generate tool definitions compatible with Anthropic Claude:
+
+```typescript
+import { anthropicTools } from '@superdoc-dev/ai';
+
+// Get tool definitions from extensions
+const tools = anthropicTools(editor.extensionManager.extensions, {
+  excludedNodes: ['bulletList', 'orderedList'],
+  excludedMarks: [],
+  strict: true,
+});
+```
+
+## Available Tools
+
+### insertContent
+
+Insert content at a specific position.
+
+**Parameters:**
+
+- `position`: 'selection' | 'documentStart' | 'documentEnd'
+- `content`: Array of ProseMirror nodes
+
+```typescript
+await executeTool(
+  'insertContent',
+  {
+    position: 'selection',
+    content: [
+      {
+        type: 'paragraph',
+        content: [{ type: 'text', text: 'Hello World' }],
+      },
+    ],
+  },
+  editor,
+);
+```
+
+### replaceContent
+
+Replace content in a specific range.
+
+**Parameters:**
+
+- `from`: Start position (number)
+- `to`: End position (number)
+- `content`: Array of ProseMirror nodes
+
+```typescript
+await executeTool(
+  'replaceContent',
+  {
+    from: 0,
+    to: 100,
+    content: [
+      {
+        type: 'paragraph',
+        content: [{ type: 'text', text: 'New content' }],
+      },
+    ],
+  },
+  editor,
+);
+```
+
+## Anthropic Integration
+
+AI Builder is optimized for Anthropic Claude with structured outputs:
+
+```typescript
+import { anthropicTools, executeTool } from '@superdoc-dev/ai';
+import Anthropic from '@anthropic-ai/sdk';
+
+const anthropic = new Anthropic({ apiKey: process.env.ANTHROPIC_API_KEY });
+const tools = anthropicTools(editor.extensionManager.extensions);
+
+async function processUserRequest(userMessage: string) {
+  const response = await anthropic.beta.messages.create({
+    model: 'claude-sonnet-4-5',
+    betas: ['structured-outputs-2025-11-13'],
+    tools,
+    messages: [{ role: 'user', content: userMessage }],
+  });
+
+  for (const block of response.content) {
+    if (block.type === 'tool_use') {
+      const result = await executeTool(block.name, block.input, editor);
+      console.log(`Tool ${block.name}:`, result.success ? 'Success' : 'Failed');
+    }
+  }
+}
+
+await processUserRequest('Add a paragraph saying "Hello World"');
+```
+
+## Comparison with AI Actions
+
+| Feature         | AI Builder           | AI Actions           |
+| --------------- | -------------------- | -------------------- |
+| **Use Case**    | Custom workflows     | Pre-built operations |
+| **Complexity**  | Low-level primitives | High-level methods   |
+| **Flexibility** | Maximum              | Fixed operations     |
+| **Setup**       | More code required   | Minimal setup        |
+| **Best For**    | Advanced use cases   | Quick integration    |
+
+## Related
+
+- [AI Actions](../ai-actions.ts) - High-level AI operations
+- [SuperDoc Docs](https://docs.superdoc.dev/ai/ai-builder/overview)
diff --git a/packages/ai/src/ai-builder/__tests__/helpers/enrichContent.test.ts b/packages/ai/src/ai-builder/__tests__/helpers/enrichContent.test.ts
new file mode 100644
index 000000000..8552b286b
--- /dev/null
+++ b/packages/ai/src/ai-builder/__tests__/helpers/enrichContent.test.ts
@@ -0,0 +1,118 @@
+import { describe, it, expect } from 'vitest';
+import { enrichParagraphNodes } from '../../helpers/enrichContent';
+
+describe('enrichParagraphNodes', () => {
+  it('should add default spacing to paragraph nodes without spacing', () => {
+    const input = [{ type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }];
+
+    const result = enrichParagraphNodes(input);
+
+    expect(result[0].attrs).toBeDefined();
+    expect(result[0].attrs.spacing).toEqual({
+      after: null,
+      before: null,
+      line: null,
+      lineRule: 'auto',
+    });
+  });
+
+  it('should preserve existing spacing attributes', () => {
+    const input = [
+      {
+        type: 'paragraph',
+        content: [{ type: 'text', text: 'Hello' }],
+        attrs: {
+          spacing: { after: 100, before: 50, line: 120, lineRule: 'exact' },
+        },
+      },
+    ];
+
+    const result = enrichParagraphNodes(input);
+
+    expect(result[0].attrs.spacing).toEqual({
+      after: 100,
+      before: 50,
+      line: 120,
+      lineRule: 'exact',
+    });
+  });
+
+  it('should preserve other attrs while adding spacing', () => {
+    const input = [
+      {
+        type: 'paragraph',
+        content: [{ type: 'text', text: 'Hello' }],
+        attrs: { styleId: 'Heading1' },
+      },
+    ];
+
+    const result = enrichParagraphNodes(input);
+
+    expect(result[0].attrs.styleId).toBe('Heading1');
+    expect(result[0].attrs.spacing).toEqual({
+      after: null,
+      before: null,
+      line: null,
+      lineRule: 'auto',
+    });
+  });
+
+  it('should not affect non-paragraph nodes', () => {
+    const input = [
+      { type: 'heading', level: 1, content: [{ type: 'text', text: 'Title' }] },
+      { type: 'paragraph', content: [{ type: 'text', text: 'Content' }] },
+    ];
+
+    const result = enrichParagraphNodes(input);
+
+    // Heading should remain unchanged
+    expect(result[0].type).toBe('heading');
+    expect(result[0].attrs).toBeUndefined();
+
+    // Paragraph should have spacing added
+    expect(result[1].type).toBe('paragraph');
+    expect(result[1].attrs.spacing).toBeDefined();
+  });
+
+  it('should handle empty arrays', () => {
+    const result = enrichParagraphNodes([]);
+    expect(result).toEqual([]);
+  });
+
+  it('should handle non-array input gracefully', () => {
+    const result = enrichParagraphNodes(null as any);
+    expect(result).toBeNull();
+  });
+
+  it('should not mutate original nodes', () => {
+    const input = [{ type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }];
+
+    const original = JSON.parse(JSON.stringify(input));
+    const result = enrichParagraphNodes(input);
+
+    // Original should be unchanged
+    expect(input).toEqual(original);
+
+    // Result should have spacing
+    expect(result[0].attrs.spacing).toBeDefined();
+  });
+
+  it('should handle multiple paragraph nodes', () => {
+    const input = [
+      { type: 'paragraph', content: [{ type: 'text', text: 'First' }] },
+      { type: 'paragraph', content: [{ type: 'text', text: 'Second' }] },
+      { type: 'paragraph', content: [{ type: 'text', text: 'Third' }] },
+    ];
+
+    const result = enrichParagraphNodes(input);
+
+    result.forEach((node) => {
+      expect(node.attrs.spacing).toEqual({
+        after: null,
+        before: null,
+        line: null,
+        lineRule: 'auto',
+      });
+    });
+  });
+});
diff --git a/packages/ai/src/ai-builder/content-schema.ts b/packages/ai/src/ai-builder/content-schema.ts
new file mode 100644
index 000000000..dfa338ea4
--- /dev/null
+++ b/packages/ai/src/ai-builder/content-schema.ts
@@ -0,0 +1,125 @@
+/**
+ * Hardcoded content schema for SuperDoc AI
+ *
+ * JSON Schema that describes SuperDoc's document structure for LLMs.
+ *
+ * Structure:
+ * - Document = array of paragraphs
+ * - Paragraph = contains text nodes with optional marks (bold, italic, etc.)
+ * - Supports lists via numberingProperties attribute
+ * - Supports headings via styleId attribute
+ */
+
+/**
+ * The content schema for SuperDoc documents
+ *
+ * This is a hardcoded schema. Future versions may generate this dynamically.
+ */
+export const CONTENT_SCHEMA = {
+  type: 'array',
+  description: 'Array of paragraph nodes that make up the document content',
+  items: {
+    additionalProperties: false,
+    type: 'object',
+    required: ['type', 'content'],
+    properties: {
+      type: {
+        type: 'string',
+        const: 'paragraph',
+        description:
+          'Paragraph node. For headings, use styleId attribute (e.g., "Heading1"). For lists, use numberingProperties.',
+      },
+      content: {
+        type: 'array',
+        description: 'Array of text nodes and line breaks',
+        items: {
+          oneOf: [
+            {
+              type: 'object',
+              required: ['type', 'text'],
+              properties: {
+                type: {
+                  type: 'string',
+                  const: 'text',
+                  description: 'Text content node',
+                },
+                text: {
+                  type: 'string',
+                  description: 'The actual text content',
+                },
+                marks: {
+                  type: 'array',
+                  description: 'Optional formatting marks (bold, italic, etc.)',
+                  items: {
+                    type: 'object',
+                    required: ['type'],
+                    properties: {
+                      type: {
+                        type: 'string',
+                        enum: ['bold', 'italic', 'underline', 'strike', 'link', 'highlight', 'textStyle'],
+                        description: 'Type of formatting mark',
+                      },
+                      attrs: {
+                        type: 'object',
+                        description: 'Mark attributes (e.g., href for links, color for highlights)',
+                      },
+                    },
+                  },
+                },
+              },
+            },
+            {
+              type: 'object',
+              required: ['type'],
+              properties: {
+                type: {
+                  type: 'string',
+                  const: 'hardBreak',
+                  description: 'Line break (Shift+Enter)',
+                },
+              },
+            },
+          ],
+        },
+      },
+      attrs: {
+        type: 'object',
+        description: 'Paragraph attributes for styling and structure',
+        properties: {
+          styleId: {
+            type: 'string',
+            description: 'Word style ID for headings (e.g., "Heading1", "Heading2", etc.) or other styles',
+          },
+          textAlign: {
+            type: 'string',
+            enum: ['left', 'center', 'right', 'justify'],
+            description: 'Text alignment',
+          },
+          lineHeight: {
+            oneOf: [{ type: 'string' }, { type: 'number' }],
+            description: 'Line height (e.g., "1.5" or 1.5)',
+          },
+          textIndent: {
+            oneOf: [{ type: 'string' }, { type: 'number' }],
+            description: 'First-line indentation',
+          },
+          numberingProperties: {
+            type: 'object',
+            description: 'List properties. Use numId=1 for bullet lists, numId=2 for numbered lists',
+            required: ['numId', 'ilvl'],
+            properties: {
+              numId: {
+                type: 'number',
+                description: 'Numbering definition ID: 1 for bullets, 2 for numbered lists',
+              },
+              ilvl: {
+                type: 'number',
+                description: 'Indentation level (0-8, where 0 is top level)',
+              },
+            },
+          },
+        },
+      },
+    },
+  },
+} as const;
diff --git a/packages/ai/src/ai-builder/executor.ts b/packages/ai/src/ai-builder/executor.ts
new file mode 100644
index 000000000..edfbfb407
--- /dev/null
+++ b/packages/ai/src/ai-builder/executor.ts
@@ -0,0 +1,81 @@
+import type { Editor } from '../types';
+import type { ToolResult, ExecuteToolOptions } from './types';
+import { getTool } from './tools';
+
+/**
+ * Execute a tool by name with given parameters.
+ * This is the primary way to run AI-generated tool calls.
+ *
+ * @param toolName - Name of the tool to execute
+ * @param params - Parameters to pass to the tool
+ * @param editor - SuperDoc editor instance
+ * @param options - Optional execution options
+ * @returns Tool execution result
+ *
+ * @example
+ * ```typescript
+ * const result = await executeTool('insertContent', {
+ *   position: 'selection',
+ *   content: [{ type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }]
+ * }, editor);
+ *
+ * if (result.success) {
+ *   console.log('Content inserted successfully');
+ * }
+ * ```
+ */
+export async function executeTool(
+  toolName: string,
+  params: any,
+  editor: Editor,
+  options?: ExecuteToolOptions,
+): Promise<ToolResult> {
+  try {
+    // Check for cancellation
+    if (options?.signal?.aborted) {
+      return {
+        success: false,
+        error: 'Tool execution was cancelled',
+        docChanged: false,
+      };
+    }
+
+    // Get the tool
+    const tool = getTool(toolName);
+    if (!tool) {
+      return {
+        success: false,
+        error: `Unknown tool: ${toolName}`,
+        docChanged: false,
+      };
+    }
+
+    // Validate params if requested
+    if (options?.validate) {
+      // Basic validation - could be enhanced with JSON Schema validation
+      if (params === undefined || params === null) {
+        return {
+          success: false,
+          error: 'Tool parameters are required',
+          docChanged: false,
+        };
+      }
+    }
+
+    // Execute the tool
+    const result = await tool.execute(editor, params);
+
+    // Report progress if callback provided
+    if (options?.onProgress) {
+      options.onProgress(100);
+    }
+
+    return result;
+  } catch (error) {
+    return {
+      success: false,
+      error: error instanceof Error ? error.message : 'Unknown error during tool execution',
+      docChanged: false,
+    };
+  }
+}
diff --git a/packages/ai/src/ai-builder/helpers/enrichContent.ts b/packages/ai/src/ai-builder/helpers/enrichContent.ts
new file mode 100644
index 000000000..2a8664315
--- /dev/null
+++ b/packages/ai/src/ai-builder/helpers/enrichContent.ts
@@ -0,0 +1,58 @@
+/**
+ * Default paragraph spacing attributes matching super-editor defaults
+ *
+ * These values match getDefaultSpacing() from:
+ * packages/super-editor/src/extensions/paragraph/helpers/getDefaultSpacing.js
+ */
+const DEFAULT_SPACING = {
+  after: null,
+  before: null,
+  line: null,
+  lineRule: 'auto',
+};
+
+/**
+ * Add default spacing attributes to paragraph nodes if not already present
+ *
+ * This ensures all AI-generated content has consistent paragraph formatting
+ * matching the defaults used in the paragraph extension. Without spacing
+ * attributes, paragraphs render with zero margins and no visual line breaks.
+ *
+ * @param nodes - Array of content nodes (typically from AI)
+ * @returns Array of nodes with spacing attributes enriched
+ *
+ * @example
+ * ```typescript
+ * const enriched = enrichParagraphNodes([
+ *   { type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }
+ * ]);
+ * // Returns nodes with default spacing added to attrs
+ * ```
+ */
+export function enrichParagraphNodes(nodes: any[]): any[] {
+  if (!Array.isArray(nodes)) {
+    return nodes;
+  }
+
+  return nodes.map((node) => {
+    // Only process paragraph nodes
+    if (node?.type !== 'paragraph') {
+      return node;
+    }
+
+    // Create a copy to avoid mutating the original
+    const enrichedNode = { ...node };
+
+    // Initialize attrs if not present
+    if (!enrichedNode.attrs) {
+      enrichedNode.attrs = {};
+    }
+
+    // Add default spacing if not already set
+    if (!enrichedNode.attrs.spacing) {
+      enrichedNode.attrs.spacing = { ...DEFAULT_SPACING };
+    }
+
+    return enrichedNode;
+  });
+}
diff --git a/packages/ai/src/ai-builder/helpers/getDocumentContext.ts b/packages/ai/src/ai-builder/helpers/getDocumentContext.ts
new file mode 100644
index 000000000..fa6ee2059
--- /dev/null
+++ b/packages/ai/src/ai-builder/helpers/getDocumentContext.ts
@@ -0,0 +1,75 @@
+import type { Editor } from '../../types';
+
+/**
+ * Result from getDocumentContext
+ */
+export interface DocumentContextResult {
+  /** Strategy used: 'full' for small docs, 'selection' for large docs */
+  strategy: 'full' | 'selection';
+  /** The document content (full or selection only) */
+  content: unknown;
+  /** Guidance message for large documents */
+  message?: string;
+}
+
+/**
+ * Options for getDocumentContext
+ */
+export interface DocumentContextOptions {
+  /** Maximum tokens before switching to selection-only mode (default: 5000) */
+  maxTokens?: number;
+}
+
+/**
+ * Get document context optimized for token efficiency.
+ *
+ * - Small documents: returns full document content
+ * - Large documents: returns only selection, with guidance to use tools
+ *
+ * @example
+ * ```typescript
+ * const context = getDocumentContext(editor, { maxTokens: 5000 });
+ *
+ * if (context.strategy === 'full') {
+ *   // Send full document to LLM
+ *   systemPrompt += `\n\nDocument:\n${JSON.stringify(context.content)}`;
+ * } else {
+ *   // Send selection + guidance
+ *   systemPrompt += `\n\nSelected content:\n${JSON.stringify(context.content)}`;
+ *   systemPrompt += `\n\n${context.message}`;
+ * }
+ * ```
+ */
+export function getDocumentContext(editor: Editor, options?: DocumentContextOptions): DocumentContextResult {
+  const maxTokens = options?.maxTokens ?? 5000;
+  const charsPerToken = 4; // rough estimate
+
+  const { state } = editor;
+  if (!state) {
+    return {
+      strategy: 'full',
+      content: null,
+    };
+  }
+
+  const docSize = state.doc.content.size;
+  const estimatedTokens = Math.ceil(docSize / charsPerToken);
+
+  // Small document: return full content
+  if (estimatedTokens <= maxTokens) {
+    return {
+      strategy: 'full',
+      content: state.doc.toJSON(),
+    };
+  }
+
+  // Large document: return selection only
+  const { from, to } = state.selection;
+  const selectedContent = state.doc.cut(from, to);
+
+  return {
+    strategy: 'selection',
+    content: selectedContent.toJSON(),
+    message: 'Document is large. Use searchContent to find text positions and readContent to read specific sections.',
+  };
+}
diff --git a/packages/ai/src/ai-builder/index.ts b/packages/ai/src/ai-builder/index.ts
new file mode 100644
index 000000000..252e3c6d3
--- /dev/null
+++ b/packages/ai/src/ai-builder/index.ts
@@ -0,0 +1,59 @@
+/**
+ * SuperDoc AI Builder - Low-level primitives for building custom AI workflows
+ *
+ * @module ai-builder
+ *
+ * AI Builder provides the foundational components for creating AI-powered
+ * document editing experiences. It offers:
+ *
+ * - **Tools**: Core document operations (read, search, insert, replace)
+ * - **Executor**: Primitive for running tool calls (executeTool)
+ * - **Provider**: Anthropic tool schemas
+ * - **Helper**: Token-efficient document context (getDocumentContext)
+ *
+ * @example
+ * ```typescript
+ * import { executeTool, anthropicTools, getDocumentContext } from '@superdoc-dev/ai/ai-builder';
+ * import Anthropic from '@anthropic-ai/sdk';
+ *
+ * // Get tool definitions
+ * const tools = anthropicTools();
+ *
+ * // Get document context (full doc for small, selection for large)
+ * const context = getDocumentContext(editor, { maxTokens: 5000 });
+ *
+ * // Use with Anthropic SDK
+ * const anthropic = new Anthropic({ apiKey: '...' });
+ * const response = await anthropic.messages.create({
+ *   model: 'claude-sonnet-4-5',
+ *   system: `You are a document editor.\n\nDocument:\n${JSON.stringify(context.content)}`,
+ *   tools,
+ *   messages: [{ role: 'user', content: userMessage }]
+ * });
+ *
+ * // Execute tool calls
+ * for (const toolUse of response.content.filter(c => c.type === 'tool_use')) {
+ *   await executeTool(toolUse.name, toolUse.input, editor);
+ * }
+ * ```
+ */
+
+// Core types
+export type * from './types';
+
+// Tools
+export * from './tools/index';
+
+// Executor
+export { executeTool } from './executor';
+
+// Providers
+export { anthropicTools } from './providers/anthropic';
+export * from './providers/index';
+
+// Content schema
+export { CONTENT_SCHEMA } from './content-schema';
+
+// Helpers
+export { getDocumentContext } from './helpers/getDocumentContext';
+export type { DocumentContextResult, DocumentContextOptions } from './helpers/getDocumentContext';
diff --git a/packages/ai/src/ai-builder/providers/anthropic.ts b/packages/ai/src/ai-builder/providers/anthropic.ts
new file mode 100644
index 000000000..463c7ccb0
--- /dev/null
+++ b/packages/ai/src/ai-builder/providers/anthropic.ts
@@ -0,0 +1,209 @@
+import type { AnthropicTool, ToolDefinitionsOptions } from '../types';
+
+/**
+ * Generate Anthropic-compatible tool definitions for SuperDoc AI.
+ *
+ * Returns an array of tool objects compatible with Anthropic's Messages API.
+ *
+ * @param extensions - Array of SuperDoc extensions (unused for now, reserved for future)
+ * @param options - Tool definition options
+ * @returns Array of Anthropic tool definitions
+ *
+ * @example
+ * ```typescript
+ * import { anthropicTools } from '@superdoc-dev/ai/ai-builder/providers';
+ * import Anthropic from '@anthropic-ai/sdk';
+ *
+ * const tools = anthropicTools();
+ *
+ * const anthropic = new Anthropic({ apiKey: '...' });
+ * const response = await anthropic.messages.create({
+ *   model: 'claude-sonnet-4-5',
+ *   tools,
+ *   messages: [...]
+ * });
+ * ```
+ */
+export function anthropicTools(extensions: unknown[] = [], options?: ToolDefinitionsOptions): AnthropicTool[] {
+  const { enabledTools } = options || {};
+
+  // Define all available tools
+  const allTools: AnthropicTool[] = [
+    {
+      name: 'readSelection',
+      description:
+        'Read the currently selected content in the document. Returns the selection range (from/to positions) and the JSON representation. Use withContext to include surrounding paragraphs.',
+      input_schema: {
+        type: 'object',
+        properties: {
+          withContext: {
+            type: 'integer',
+            description: 'Number of paragraphs to include before and after the selection for context (optional)',
+          },
+        },
+        required: [],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'readContent',
+      description:
+        'Read document content at a specific position range (from/to character offsets). Use after searchContent to read actual content at found positions.',
+      input_schema: {
+        type: 'object',
+        properties: {
+          from: {
+            type: 'integer',
+            description: 'Start position (character offset)',
+          },
+          to: {
+            type: 'integer',
+            description: 'End position (character offset)',
+          },
+        },
+        required: ['from', 'to'],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'searchContent',
+      description:
+        'Search for text or patterns in the document. Returns matches with their positions (from/to character offsets). Use with readContent to see context or replaceContent to modify.',
+      input_schema: {
+        type: 'object',
+        properties: {
+          query: {
+            type: 'string',
+            description: 'The text or pattern to search for',
+          },
+          caseSensitive: {
+            type: 'boolean',
+            description: 'Whether the search should be case-sensitive (default: false)',
+          },
+          regex: {
+            type: 'boolean',
+            description: 'Whether to treat query as a regular expression (default: false)',
+          },
+          findAll: {
+            type: 'boolean',
+            description: 'Whether to return all matches or just the first one (default: true)',
+          },
+        },
+        required: ['query'],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'getContentSchema',
+      description:
+        'Get the JSON schema for document content format. Call this before insertContent or replaceContent to understand the expected structure for the content array.',
+      input_schema: {
+        type: 'object',
+        properties: {},
+        required: [],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'insertContent',
+      description:
+        'Insert new content into the document. Call getContentSchema first to understand the content format. Position can be "selection" (at cursor), "documentStart", or "documentEnd".',
+      input_schema: {
+        type: 'object',
+        properties: {
+          position: {
+            type: 'string',
+            enum: ['selection', 'documentStart', 'documentEnd'],
+            description: 'Where to insert the content',
+          },
+          content: {
+            type: 'array',
+            description: 'Array of paragraph nodes. Call getContentSchema for the full format specification.',
+          },
+        },
+        required: ['position', 'content'],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'replaceContent',
+      description:
+        'Replace content in the document. Use query to search and replace text by name, or use from/to for exact positions.',
+      input_schema: {
+        type: 'object',
+        properties: {
+          query: {
+            type: 'string',
+            description: 'Text to search for and replace. Use this instead of from/to positions.',
+          },
+          from: {
+            type: 'integer',
+            description: 'Start position (character offset). Only needed if query is not provided.',
+          },
+          to: {
+            type: 'integer',
+            description: 'End position (character offset). Only needed if query is not provided.',
+          },
+          content: {
+            type: 'array',
+            description: 'Array of paragraph nodes to replace with.',
+          },
+          replaceAll: {
+            type: 'boolean',
+            description: 'Whether to replace all occurrences when using query (default: false)',
+          },
+        },
+        required: ['content'],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'getDocumentOutline',
+      description:
+        'Get the document outline (headings and their positions). Use this to understand document structure before reading or editing specific sections.',
+      input_schema: {
+        type: 'object',
+        properties: {},
+        required: [],
+        additionalProperties: false,
+      },
+    },
+    {
+      name: 'readSection',
+      description:
+        'Read a specific section of the document by heading name or position range. Use heading parameter to find by name, or from/to for exact positions.',
+      input_schema: {
+        type: 'object',
+        properties: {
+          heading: {
+            type: 'string',
+            description:
+              'Heading text to find and read (case-insensitive partial match). The section includes content until the next heading of same or higher level.',
+          },
+          from: {
+            type: 'integer',
+            description: 'Start position (character offset). Alternative to heading parameter.',
+          },
+          to: {
+            type: 'integer',
+            description: 'End position (character offset). Alternative to heading parameter.',
+          },
+        },
+        required: [],
+        additionalProperties: false,
+      },
+    },
+  ];
+
+  // Filter tools if enabledTools is specified
+  if (enabledTools && enabledTools.length > 0) {
+    return allTools.filter((tool) => enabledTools.includes(tool.name));
+  }
+
+  return allTools;
+}
+
+/**
+ * Alias for anthropicTools for consistency
+ */
+export const toolDefinitions = anthropicTools;
diff --git a/packages/ai/src/ai-builder/providers/index.ts b/packages/ai/src/ai-builder/providers/index.ts
new file mode 100644
index 000000000..b4fe22352
--- /dev/null
+++ b/packages/ai/src/ai-builder/providers/index.ts
@@ -0,0 +1 @@
+export { anthropicTools, toolDefinitions as anthropicToolDefinitions } from './anthropic';
diff --git a/packages/ai/src/ai-builder/tools/getContentSchema.ts b/packages/ai/src/ai-builder/tools/getContentSchema.ts
new file mode 100644
index 000000000..546a18430
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/getContentSchema.ts
@@ -0,0 +1,36 @@
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+import { CONTENT_SCHEMA } from '../content-schema';
+
+/**
+ * Tool for getting the content schema.
+ * Call this before insertContent or replaceContent to understand the expected format.
+ *
+ * @example
+ * // First get the schema
+ * const schema = await executeTool('getContentSchema', {}, editor);
+ * // Then use the format to create content
+ * await executeTool('insertContent', {
+ *   position: 'selection',
+ *   content: [{ type: 'paragraph', content: [{ type: 'text', text: 'Hello' }] }]
+ * }, editor);
+ */
+export const getContentSchema: SuperDocTool = {
+  name: 'getContentSchema',
+  description:
+    'Get the JSON schema that describes the expected format for document content. Call this before using insertContent or replaceContent to understand how to structure the content array.',
+  category: 'read',
+
+  async execute(_editor: Editor): Promise<ToolResult> {
+    return {
+      success: true,
+      data: {
+        schema: CONTENT_SCHEMA,
+        summary:
+          'Content is an array of paragraph objects. Each paragraph has type="paragraph", optional attrs (styleId for headings, numberingProperties for lists), and content array of text nodes with optional marks (bold, italic, etc.).',
+      },
+      docChanged: false,
+      message: 'Content schema returned. Use this format for insertContent and replaceContent.',
+    };
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/getDocumentOutline.ts b/packages/ai/src/ai-builder/tools/getDocumentOutline.ts
new file mode 100644
index 000000000..02e0a6944
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/getDocumentOutline.ts
@@ -0,0 +1,91 @@
+import type { Node } from 'prosemirror-model';
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+
+/**
+ * Heading info returned in document outline
+ */
+export interface HeadingInfo {
+  /** The heading text */
+  text: string;
+  /** Heading level (1-6) */
+  level: number;
+  /** Start position in document */
+  position: number;
+}
+
+/**
+ * Tool for getting document structure/outline.
+ * Returns headings with their positions so LLM can navigate large documents.
+ *
+ * @example
+ * const outline = await executeTool('getDocumentOutline', {}, editor);
+ * // Returns: { headings: [{ text: "Introduction", level: 1, position: 0 }, ...], totalLength: 5000 }
+ */
+export const getDocumentOutline: SuperDocTool = {
+  name: 'getDocumentOutline',
+  description:
+    'Get the document outline (headings and their positions). Use this to understand document structure before reading or editing specific sections.',
+  category: 'read',
+
+  async execute(editor: Editor): Promise<ToolResult> {
+    try {
+      const { state } = editor;
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      const headings: HeadingInfo[] = [];
+      const doc = state.doc;
+
+      // Walk through document to find headings
+      doc.descendants((node: Node, pos: number) => {
+        if (node.type.name === 'paragraph') {
+          const styleId = node.attrs?.styleId;
+          if (styleId && typeof styleId === 'string') {
+            // Check for Heading1, Heading2, etc.
+            const match = styleId.match(/^Heading(\d)$/i);
+            if (match) {
+              const level = parseInt(match[1], 10);
+              // Extract text content from the paragraph
+              let text = '';
+              node.content.forEach((child: Node) => {
+                if (child.isText) {
+                  text += child.text;
+                }
+              });
+
+              headings.push({
+                text: text.trim() || '(untitled)',
+                level,
+                position: pos,
+              });
+            }
+          }
+        }
+        return true; // continue traversal
+      });
+
+      return {
+        success: true,
+        data: {
+          headings,
+          totalLength: doc.content.size,
+          headingCount: headings.length,
+        },
+        docChanged: false,
+        message: `Found ${headings.length} headings in document`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to get document outline',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/index.ts b/packages/ai/src/ai-builder/tools/index.ts
new file mode 100644
index 000000000..673cd8b76
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/index.ts
@@ -0,0 +1,54 @@
+export { readSelection } from './readSelection';
+export { readContent } from './readContent';
+export { searchContent } from './searchContent';
+export { getContentSchema } from './getContentSchema';
+export { insertContent } from './insertContent';
+export { replaceContent } from './replaceContent';
+export { getDocumentOutline } from './getDocumentOutline';
+export { readSection } from './readSection';
+
+export type { ReadSelectionParams } from './readSelection';
+export type { ReadContentParams } from './readContent';
+export type { SearchContentParams, SearchMatch } from './searchContent';
+export type { InsertContentParams } from './insertContent';
+export type { ReplaceContentParams } from './replaceContent';
+export type { HeadingInfo } from './getDocumentOutline';
+export type { ReadSectionParams } from './readSection';
+
+import { readSelection } from './readSelection';
+import { readContent } from './readContent';
+import { searchContent } from './searchContent';
+import { getContentSchema } from './getContentSchema';
+import { insertContent } from './insertContent';
+import { replaceContent } from './replaceContent';
+import { getDocumentOutline } from './getDocumentOutline';
+import { readSection } from './readSection';
+import type { SuperDocTool } from '../types';
+
+/**
+ * All available SuperDoc AI tools
+ */
+export const ALL_TOOLS: Record<string, SuperDocTool> = {
+  readSelection,
+  readContent,
+  searchContent,
+  getContentSchema,
+  insertContent,
+  replaceContent,
+  getDocumentOutline,
+  readSection,
+};
+
+/**
+ * Get a tool by name
+ */
+export function getTool(name: string): SuperDocTool | undefined {
+  return ALL_TOOLS[name];
+}
+
+/**
+ * Get all tool names
+ */
+export function getToolNames(): string[] {
+  return Object.keys(ALL_TOOLS);
+}
diff --git a/packages/ai/src/ai-builder/tools/insertContent.ts b/packages/ai/src/ai-builder/tools/insertContent.ts
new file mode 100644
index 000000000..38c34ba45
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/insertContent.ts
@@ -0,0 +1,104 @@
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+import { enrichParagraphNodes } from '../helpers/enrichContent';
+
+/**
+ * Params for insertContent tool
+ */
+export interface InsertContentParams {
+  /** Where to insert: 'selection' (at cursor), 'documentStart', or 'documentEnd' */
+  position: 'selection' | 'documentStart' | 'documentEnd';
+  /** Array of content nodes to insert (ProseMirror JSON format) */
+  content: any[];
+}
+
+/**
+ * Tool for inserting content at specified positions in the document.
+ * Supports inserting at cursor position, document start, or document end.
+ */
+export const insertContent: SuperDocTool = {
+  name: 'insertContent',
+  description:
+    'Insert new content into the document. Position can be "selection" (at cursor), "documentStart", or "documentEnd". Content should be an array of paragraph blocks in ProseMirror JSON format.',
+  category: 'write',
+
+  async execute(editor: Editor, params: InsertContentParams): Promise<ToolResult> {
+    try {
+      const { position, content } = params;
+
+      if (!content || !Array.isArray(content)) {
+        return {
+          success: false,
+          error: 'Content must be an array of nodes',
+          docChanged: false,
+        };
+      }
+
+      // Automatically add default spacing attributes to paragraph nodes
+      const enrichedContent = enrichParagraphNodes(content);
+
+      const { state } = editor;
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      let insertPos: number;
+      switch (position) {
+        case 'selection':
+          insertPos = state.selection.from;
+          break;
+        case 'documentStart':
+          insertPos = 0;
+          break;
+        case 'documentEnd':
+          insertPos = state.doc.content.size;
+          break;
+        default:
+          return {
+            success: false,
+            error: `Invalid position: ${position}`,
+            docChanged: false,
+          };
+      }
+
+      // Use editor's insertContentAt command
+      // For single nodes, pass directly; for multiple, wrap in an array
+      let insertSuccess: boolean;
+
+      if (Array.isArray(enrichedContent) && enrichedContent.length === 1) {
+        // Single node: pass directly
+        insertSuccess = editor.commands.insertContentAt(insertPos, enrichedContent[0]);
+      } else {
+        // Multiple nodes or array: pass as-is
+        insertSuccess = editor.commands.insertContentAt(insertPos, enrichedContent);
+      }
+
+      const success = insertSuccess;
+
+      if (!success) {
+        return {
+          success: false,
+          error: 'Failed to insert content',
+          docChanged: false,
+        };
+      }
+
+      return {
+        success: true,
+        data: { insertedAt: insertPos },
+        docChanged: true,
+        message: `Inserted ${enrichedContent.length} node(s) at ${position}`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Unknown error',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/readContent.ts b/packages/ai/src/ai-builder/tools/readContent.ts
new file mode 100644
index 000000000..b5b515012
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/readContent.ts
@@ -0,0 +1,87 @@
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+
+/**
+ * Params for readContent tool
+ */
+export interface ReadContentParams {
+  /** Start position (character offset) */
+  from: number;
+  /** End position (character offset) */
+  to: number;
+}
+
+/**
+ * Tool for reading content at a specific position range.
+ * Use this after searchContent to read the actual content around a found position.
+ *
+ * @example
+ * // First find the position
+ * const searchResult = await executeTool('searchContent', { query: 'Introduction' }, editor);
+ * // Then read the content around it
+ * const content = await executeTool('readContent', {
+ *   from: searchResult.data.matches[0].from,
+ *   to: searchResult.data.matches[0].to + 500 // read 500 chars after
+ * }, editor);
+ */
+export const readContent: SuperDocTool = {
+  name: 'readContent',
+  description:
+    'Read document content at a specific position range (from/to character offsets). Use after searchContent to read actual content at found positions.',
+  category: 'read',
+
+  async execute(editor: Editor, params: ReadContentParams): Promise<ToolResult> {
+    try {
+      const { from, to } = params;
+
+      if (typeof from !== 'number' || typeof to !== 'number') {
+        return {
+          success: false,
+          error: 'Both "from" and "to" parameters must be numbers',
+          docChanged: false,
+        };
+      }
+
+      if (from < 0 || to < from) {
+        return {
+          success: false,
+          error: 'Invalid range: "from" must be >= 0 and "to" must be >= "from"',
+          docChanged: false,
+        };
+      }
+
+      const { state } = editor;
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      // Clamp positions to document bounds
+      const docSize = state.doc.content.size;
+      const clampedFrom = Math.min(from, docSize);
+      const clampedTo = Math.min(to, docSize);
+
+      const content = state.doc.cut(clampedFrom, clampedTo);
+
+      return {
+        success: true,
+        data: {
+          from: clampedFrom,
+          to: clampedTo,
+          content: content.toJSON(),
+        },
+        docChanged: false,
+        message: `Read content from position ${clampedFrom} to ${clampedTo}`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to read content',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/readSection.ts b/packages/ai/src/ai-builder/tools/readSection.ts
new file mode 100644
index 000000000..1653defb4
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/readSection.ts
@@ -0,0 +1,146 @@
+import type { Node } from 'prosemirror-model';
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+
+/**
+ * Params for readSection tool
+ */
+export interface ReadSectionParams {
+  /** Heading text to find and read (case-insensitive partial match) */
+  heading?: string;
+  /** Start position (alternative to heading) */
+  from?: number;
+  /** End position (alternative to heading) */
+  to?: number;
+}
+
+/**
+ * Tool for reading a specific section of the document by heading name.
+ * Use after getDocumentOutline to read content of a specific section.
+ *
+ * @example
+ * // Read by heading name
+ * const section = await executeTool('readSection', { heading: 'Introduction' }, editor);
+ *
+ * // Read by position (from outline)
+ * const section = await executeTool('readSection', { from: 150, to: 450 }, editor);
+ */
+export const readSection: SuperDocTool = {
+  name: 'readSection',
+  description:
+    'Read a specific section of the document by heading name or position range. Use heading parameter to find by name, or from/to for exact positions.',
+  category: 'read',
+
+  async execute(editor: Editor, params: ReadSectionParams): Promise<ToolResult> {
+    try {
+      const { heading, from, to } = params;
+      const { state } = editor;
+
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      const doc = state.doc;
+
+      // If from/to provided, read that range directly
+      if (typeof from === 'number' && typeof to === 'number') {
+        const clampedFrom = Math.max(0, Math.min(from, doc.content.size));
+        const clampedTo = Math.max(clampedFrom, Math.min(to, doc.content.size));
+        const content = doc.cut(clampedFrom, clampedTo);
+
+        return {
+          success: true,
+          data: {
+            from: clampedFrom,
+            to: clampedTo,
+            content: content.toJSON(),
+          },
+          docChanged: false,
+          message: `Read section from position ${clampedFrom} to ${clampedTo}`,
+        };
+      }
+
+      // Find section by heading name
+      if (!heading) {
+        return {
+          success: false,
+          error: 'Either "heading" or "from"/"to" parameters are required',
+          docChanged: false,
+        };
+      }
+
+      const searchTerm = heading.toLowerCase();
+      let sectionStart: number | null = null;
+      let sectionEnd: number | null = null;
+      let foundHeadingLevel: number | null = null;
+      let foundHeadingText: string | null = null;
+
+      // Find the heading and the next heading at same or higher level
+      doc.descendants((node: Node, pos: number) => {
+        if (node.type.name === 'paragraph') {
+          const styleId = node.attrs?.styleId;
+          if (styleId && typeof styleId === 'string') {
+            const match = styleId.match(/^Heading(\d)$/i);
+            if (match) {
+              const level = parseInt(match[1], 10);
+              let text = '';
+              node.content.forEach((child: Node) => {
+                if (child.isText) text += child.text;
+              });
+
+              // If we haven't found our section yet, look for matching heading
+              if (sectionStart === null) {
+                if (text.toLowerCase().includes(searchTerm)) {
+                  sectionStart = pos;
+                  foundHeadingLevel = level;
+                  foundHeadingText = text.trim();
+                }
+              } else {
+                // We found our section, now look for end (same or higher level heading)
+                if (level <= foundHeadingLevel!) {
+                  sectionEnd = pos;
+                  return false; // stop traversal
+                }
+              }
+            }
+          }
+        }
+        return true;
+      });
+
+      if (sectionStart === null) {
+        return {
+          success: false,
+          error: `No heading found matching "${heading}"`,
+          docChanged: false,
+        };
+      }
+
+      // If no end found, section goes to end of document
+      const finalEnd = sectionEnd ?? doc.content.size;
+      const content = doc.cut(sectionStart, finalEnd);
+
+      return {
+        success: true,
+        data: {
+          heading: foundHeadingText,
+          from: sectionStart,
+          to: finalEnd,
+          content: content.toJSON(),
+        },
+        docChanged: false,
+        message: `Read section "${foundHeadingText}" (positions ${sectionStart}-${finalEnd})`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Failed to read section',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/readSelection.ts b/packages/ai/src/ai-builder/tools/readSelection.ts
new file mode 100644
index 000000000..058f434a2
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/readSelection.ts
@@ -0,0 +1,100 @@
+import type { Node } from 'prosemirror-model';
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+
+/**
+ * Params for readSelection tool
+ */
+export interface ReadSelectionParams {
+  /** Number of paragraphs to include before and after the selection for context */
+  withContext?: number;
+}
+
+/**
+ * Tool for reading the currently selected content in the document.
+ * Returns the selection range and the JSON representation of the selected content.
+ * Optionally includes surrounding paragraphs for context.
+ *
+ * @example
+ * // Read just the selection
+ * const selection = await executeTool('readSelection', {}, editor);
+ *
+ * // Read selection with 2 paragraphs before/after for context
+ * const selection = await executeTool('readSelection', { withContext: 2 }, editor);
+ */
+export const readSelection: SuperDocTool = {
+  name: 'readSelection',
+  description:
+    'Read the currently selected content in the document. Returns the selection range (from/to positions) and the JSON representation. Use withContext to include surrounding paragraphs.',
+  category: 'read',
+
+  async execute(editor: Editor, params?: ReadSelectionParams): Promise<ToolResult> {
+    try {
+      const { state } = editor;
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      const { from, to } = state.selection;
+      const selectedContent = state.doc.cut(from, to);
+      const doc = state.doc;
+
+      const result: {
+        from: number;
+        to: number;
+        content: any;
+        before?: any;
+        after?: any;
+      } = {
+        from,
+        to,
+        content: selectedContent.toJSON(),
+      };
+
+      // If withContext is specified, get surrounding paragraphs
+      const contextCount = params?.withContext;
+      if (contextCount && contextCount > 0) {
+        // Get paragraphs before selection
+        const beforeParagraphs: { position: number; content: ReturnType<Node['toJSON']> }[] = [];
+        doc.nodesBetween(0, from, (node: Node, pos: number) => {
+          if (node.type.name === 'paragraph') {
+            beforeParagraphs.push({
+              position: pos,
+              content: node.toJSON(),
+            });
+          }
+          return true;
+        });
+        // Take the last N paragraphs before selection
+        result.before = beforeParagraphs.slice(-contextCount).map((p) => p.content);
+
+        // Get paragraphs after selection
+        const afterParagraphs: ReturnType<Node['toJSON']>[] = [];
+        doc.nodesBetween(to, doc.content.size, (node: Node, _pos: number) => {
+          if (node.type.name === 'paragraph' && afterParagraphs.length < contextCount) {
+            afterParagraphs.push(node.toJSON());
+          }
+          return afterParagraphs.length < contextCount;
+        });
+        result.after = afterParagraphs;
+      }
+
+      return {
+        success: true,
+        data: result,
+        docChanged: false,
+        message: `Selection from position ${from} to ${to}${contextCount ? ` with ${contextCount} paragraphs context` : ''}`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Unknown error',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/replaceContent.ts b/packages/ai/src/ai-builder/tools/replaceContent.ts
new file mode 100644
index 000000000..2fe3dec71
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/replaceContent.ts
@@ -0,0 +1,169 @@
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+import { enrichParagraphNodes } from '../helpers/enrichContent';
+
+/**
+ * Params for replaceContent tool
+ */
+export interface ReplaceContentParams {
+  /** Text to search for and replace (alternative to from/to positions) */
+  query?: string;
+  /** Start position (character offset) - required if query not provided */
+  from?: number;
+  /** End position (character offset) - required if query not provided */
+  to?: number;
+  /** Array of content nodes to replace with (ProseMirror JSON format) */
+  content: any[];
+  /** Whether to replace all occurrences when using query (default: false) */
+  replaceAll?: boolean;
+}
+
+/**
+ * Tool for replacing content in a specific range of the document.
+ * Removes content from 'from' to 'to' positions and inserts new content.
+ */
+export const replaceContent: SuperDocTool = {
+  name: 'replaceContent',
+  description:
+    'Replace content in the document. Either provide a query to search and replace text, or specify exact from/to positions.',
+  category: 'write',
+
+  async execute(editor: Editor, params: ReplaceContentParams): Promise<ToolResult> {
+    try {
+      const { query, from, to, content, replaceAll = false } = params;
+
+      if (!content || !Array.isArray(content)) {
+        return {
+          success: false,
+          error: 'Content must be an array of nodes',
+          docChanged: false,
+        };
+      }
+
+      const { state } = editor;
+      if (!state) {
+        return {
+          success: false,
+          error: 'Editor state not available',
+          docChanged: false,
+        };
+      }
+
+      // Automatically add default spacing attributes to paragraph nodes
+      const enrichedContent = enrichParagraphNodes(content);
+
+      // If query is provided, search for it first
+      if (query) {
+        if (!editor.commands?.search) {
+          return {
+            success: false,
+            error: 'Search command not available in editor',
+            docChanged: false,
+          };
+        }
+
+        const matches = editor.commands.search(query);
+        if (!matches || !Array.isArray(matches) || matches.length === 0) {
+          return {
+            success: false,
+            error: `No matches found for "${query}"`,
+            docChanged: false,
+          };
+        }
+
+        // For inline text replacement, extract text content from paragraphs
+        // This prevents splitting paragraphs when replacing text within them
+        let inlineContent = enrichedContent;
+        if (
+          enrichedContent.length === 1 &&
+          enrichedContent[0].type === 'paragraph' &&
+          Array.isArray(enrichedContent[0].content)
+        ) {
+          // Extract just the inline content (text nodes) from the paragraph
+          inlineContent = enrichedContent[0].content;
+        }
+
+        // Replace matches (in reverse order to maintain positions)
+        const matchesToReplace = replaceAll ? [...matches].reverse() : [matches[0]];
+        let replacedCount = 0;
+
+        for (const match of matchesToReplace) {
+          const success = editor.commands.insertContentAt({ from: match.from, to: match.to }, inlineContent);
+          if (success) replacedCount++;
+        }
+
+        return {
+          success: replacedCount > 0,
+          data: {
+            replacedCount,
+            totalMatches: matches.length,
+            query,
+          },
+          docChanged: replacedCount > 0,
+          message: `Replaced ${replacedCount} of ${matches.length} occurrence(s) of "${query}"`,
+        };
+      }
+
+      // Otherwise, use explicit from/to positions
+      if (typeof from !== 'number' || typeof to !== 'number') {
+        return {
+          success: false,
+          error: 'Either query or from/to positions must be provided',
+          docChanged: false,
+        };
+      }
+
+      if (from < 0 || to < from) {
+        return {
+          success: false,
+          error: 'Invalid range: from must be >= 0 and to must be >= from',
+          docChanged: false,
+        };
+      }
+
+      // Clamp positions to valid document range
+      const docSize = state.doc.content.size;
+      const validFrom = Math.max(0, Math.min(from, docSize));
+      const validTo = Math.max(0, Math.min(to, docSize));
+
+      // For full document replacement, use setContent
+      if (validFrom === 0 && validTo === docSize) {
+        const success = editor.commands.setContent({ type: 'doc', content: enrichedContent });
+
+        return {
+          success,
+          data: { replacedRange: { from: validFrom, to: validTo } },
+          docChanged: success,
+          message: success ? 'Replaced entire document' : 'Failed to replace document',
+        };
+      }
+
+      // For partial replacement, use insertContentAt
+      const success = editor.commands.insertContentAt(
+        { from: validFrom, to: validTo },
+        { type: 'doc', content: enrichedContent },
+      );
+
+      if (!success) {
+        return {
+          success: false,
+          error: 'Failed to replace content',
+          docChanged: false,
+        };
+      }
+
+      return {
+        success: true,
+        data: { replacedRange: { from: validFrom, to: validTo } },
+        docChanged: true,
+        message: `Replaced content from position ${validFrom} to ${validTo}`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Unknown error',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/tools/searchContent.ts b/packages/ai/src/ai-builder/tools/searchContent.ts
new file mode 100644
index 000000000..a71acbedb
--- /dev/null
+++ b/packages/ai/src/ai-builder/tools/searchContent.ts
@@ -0,0 +1,144 @@
+import type { Editor } from '../../types';
+import type { SuperDocTool, ToolResult } from '../types';
+
+/**
+ * Params for searchContent tool
+ */
+export interface SearchContentParams {
+  /** The text or pattern to search for */
+  query: string;
+  /** Whether the search should be case-sensitive (default: false) */
+  caseSensitive?: boolean;
+  /** Whether to treat query as a regular expression (default: false) */
+  regex?: boolean;
+  /** Whether to return all matches or just the first one (default: true) */
+  findAll?: boolean;
+}
+
+/**
+ * Search result containing match information
+ */
+export interface SearchMatch {
+  /** The matched text */
+  text: string;
+  /** Start position in the document */
+  from: number;
+  /** End position in the document */
+  to: number;
+}
+
+/**
+ * Tool for searching text in the document.
+ * Returns positions of matches that can be used with readContent or replaceContent.
+ *
+ * @example
+ * // Search for all occurrences of "privacy"
+ * const result = await executeTool('searchContent', {
+ *   query: 'privacy',
+ *   caseSensitive: false,
+ *   findAll: true
+ * }, editor);
+ * // Returns: { matches: [{ text: 'privacy', from: 100, to: 107 }, ...] }
+ *
+ * // Then read content around the match:
+ * await executeTool('readContent', {
+ *   from: result.data.matches[0].from - 50,
+ *   to: result.data.matches[0].to + 50
+ * }, editor);
+ *
+ * // Or replace it:
+ * await executeTool('replaceContent', {
+ *   from: result.data.matches[0].from,
+ *   to: result.data.matches[0].to,
+ *   content: [{ type: 'paragraph', content: [{ type: 'text', text: 'confidentiality' }] }]
+ * }, editor);
+ */
+export const searchContent: SuperDocTool = {
+  name: 'searchContent',
+  description:
+    'Search for text or patterns in the document. Returns an array of matches with their positions (from/to character offsets). Use with readContent to see context or replaceContent to modify.',
+  category: 'read',
+
+  async execute(editor: Editor, params: SearchContentParams): Promise<ToolResult> {
+    try {
+      const { query, caseSensitive = false, regex = false, findAll = true } = params;
+
+      if (!query) {
+        return {
+          success: false,
+          error: 'Query parameter is required',
+          docChanged: false,
+        };
+      }
+
+      // Check if editor has search command
+      if (!editor.commands?.search) {
+        return {
+          success: false,
+          error: 'Search command not available in editor',
+          docChanged: false,
+        };
+      }
+
+      // Create search pattern
+      let pattern: string | RegExp;
+      if (regex) {
+        try {
+          pattern = new RegExp(query, caseSensitive ? '' : 'i');
+        } catch (error) {
+          return {
+            success: false,
+            error: `Invalid regular expression: ${error instanceof Error ? error.message : 'Unknown error'}`,
+            docChanged: false,
+          };
+        }
+      } else {
+        pattern = query;
+      }
+
+      // Execute search
+      const rawMatches = editor.commands.search(pattern);
+
+      if (!rawMatches || !Array.isArray(rawMatches)) {
+        return {
+          success: false,
+          error: 'Search command returned invalid results',
+          docChanged: false,
+        };
+      }
+
+      // Format results
+      const matches: SearchMatch[] = rawMatches.map((match) => ({
+        text: match.text,
+        from: match.from,
+        to: match.to,
+      }));
+
+      // Filter case sensitivity if needed (for non-regex searches)
+      let filteredMatches = matches;
+      if (!regex && caseSensitive) {
+        filteredMatches = matches.filter((match) => match.text === query);
+      }
+
+      // Return only first match if findAll is false
+      const finalMatches = findAll ? filteredMatches : filteredMatches.slice(0, 1);
+
+      return {
+        success: true,
+        data: {
+          matches: finalMatches,
+          count: finalMatches.length,
+          query,
+        },
+        docChanged: false,
+        message: `Found ${finalMatches.length} match(es) for "${query}"`,
+      };
+    } catch (error) {
+      return {
+        success: false,
+        error: error instanceof Error ? error.message : 'Search failed',
+        docChanged: false,
+      };
+    }
+  },
+};
diff --git a/packages/ai/src/ai-builder/types.ts b/packages/ai/src/ai-builder/types.ts
new file mode 100644
index 000000000..2f1204bca
--- /dev/null
+++ b/packages/ai/src/ai-builder/types.ts
@@ -0,0 +1,97 @@
+import type { Editor } from '../types';
+
+/**
+ * Result of executing a tool
+ */
+export interface ToolResult {
+  /** Whether the tool executed successfully */
+  success: boolean;
+  /** Data returned by the tool */
+  data?: any;
+  /** Error message if execution failed */
+  error?: string;
+  /** Whether the document was modified */
+  docChanged: boolean;
+  /** Optional message to send back to the AI */
+  message?: string;
+}
+
+/**
+ * Category of tool operation
+ */
+export type ToolCategory = 'read' | 'write' | 'navigate' | 'analyze';
+
+/**
+ * Core tool interface that all SuperDoc AI tools must implement
+ */
+export interface SuperDocTool {
+  /** Unique identifier for the tool */
+  name: string;
+  /** Human-readable description of what the tool does */
+  description: string;
+  /** Category of operation */
+  category: ToolCategory;
+  /** Execute the tool with given parameters */
+  execute: (editor: Editor, params: any) => Promise<ToolResult>;
+}
+
+/**
+ * Options for filtering which tools and features to include
+ */
+export interface ToolDefinitionsOptions {
+  /** List of tool names to enable (if undefined, all are enabled) */
+  enabledTools?: string[];
+  /** Node types to exclude (all others from extensions are included) */
+  excludedNodes?: string[];
+  /** Mark types to exclude (all others from extensions are included) */
+  excludedMarks?: string[];
+  /** Attribute names to exclude */
+  excludedAttrs?: string[];
+  /** Whether to use strict mode (for providers that support it) */
+  strict?: boolean;
+}
+
+/**
+ * Options for tool execution
+ */
+export interface ExecuteToolOptions {
+  /** Whether to validate params before execution */
+  validate?: boolean;
+  /** Callback for progress updates during execution */
+  onProgress?: (progress: number) => void;
+  /** Abort signal for cancellation */
+  signal?: AbortSignal;
+}
+
+/**
+ * Generic tool schema format (provider-agnostic)
+ */
+export interface GenericToolSchema {
+  name: string;
+  description: string;
+  parameters: {
+    type: 'object';
+    properties: Record<string, any>;
+    required?: string[];
+    additionalProperties?: boolean;
+  };
+}
+
+/**
+ * Anthropic-specific tool format
+ */
+export interface AnthropicTool {
+  name: string;
+  description: string;
+  input_schema: {
+    type: 'object';
+    properties: Record<string, any>;
+    required?: string[];
+    additionalProperties?: boolean;
+  };
+}
+
+/**
+ * Union of all provider-specific tool formats
+ */
+export type ProviderToolDefinition = AnthropicTool | GenericToolSchema;
diff --git a/packages/ai/src/index.ts b/packages/ai/src/index.ts
index 58cb70695..c3de4066e 100644
--- a/packages/ai/src/index.ts
+++ b/packages/ai/src/index.ts
@@ -1,7 +1,13 @@
+// AI Actions - High-level AI operations
 export { AIActions } from './ai-actions';
 export { AIActionsService } from './ai-actions-service';
 export { EditorAdapter } from './editor-adapter';
 
+// AI Builder - Low-level primitives for custom AI workflows
+export * as AIBuilder from './ai-builder/index';
+export { executeTool, anthropicTools } from './ai-builder/index';
+
+// Shared types
 export * from './types';
 export * from './utils';
 
diff --git a/packages/ai/tsup.config.ts b/packages/ai/tsup.config.ts
index cbe2261a1..0c056cc80 100644
--- a/packages/ai/tsup.config.ts
+++ b/packages/ai/tsup.config.ts
@@ -2,7 +2,7 @@ import { defineConfig } from 'tsup';
 
 export default defineConfig({
   entry: ['src/index.ts'],
-  format: ['cjs'],
+  format: ['esm'],
   dts: true,
   clean: true, // Always clean dist folder before build
   minify: true, // Minify the output