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This PR was automatically generated to update documentation based on recent changes. Original commit: feat: upgrade ai-sdk-provider-claude-code to v2.2.0 for native structured outputs (#1436)\n\n\n Co-authored-by: Claude <claude-assistant@anthropic.com>
66 lines
160 KiB
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66 lines
160 KiB
Plaintext
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01Jhae8Hno8LH1Q2Q648gwMx","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017DwFXP4RjzGSgjaxaBYJHR","name":"TodoWrite","input":{"todos":[{"content":"Analyze the recent changes to understand what functionality was added/modified","status":"pending"},{"content":"Check if documentation updates are needed in apps/docs/","status":"pending"},{"content":"Update relevant documentation if needed","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":9312,"cache_read_input_tokens":10412,"cache_creation":{"ephemeral_5m_input_tokens":9312,"ephemeral_1h_input_tokens":0},"output_tokens":8,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"7f35f106-599d-4e56-a3ad-995c92a2b0eb"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017DwFXP4RjzGSgjaxaBYJHR","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"75fa9497-35be-4f70-9328-f172b599256c"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01Rfzx9K37vHEvrNF1GtMwRE","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01NiTsHypV6xJxfPTQ74z1Ri","name":"TodoWrite","input":{"todos":[{"content":"Analyze the recent changes to understand what functionality was added/modified","status":"in_progress"},{"content":"Check if documentation updates are needed in apps/docs/","status":"pending"},{"content":"Update relevant documentation if needed","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":171,"cache_read_input_tokens":19724,"cache_creation":{"ephemeral_5m_input_tokens":171,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"a9563fe7-35b8-452f-93bb-436fffa566b9"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01NiTsHypV6xJxfPTQ74z1Ri","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"8ff340ca-8c66-4599-a672-6e1d86fb107b"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_014dExjLzR8RafSkodQd4BGG","type":"message","role":"assistant","content":[{"type":"text","text":"Let me examine the changes to understand what functionality was updated:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":161,"cache_read_input_tokens":19895,"cache_creation":{"ephemeral_5m_input_tokens":161,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"c4dfd14f-b1cc-43e0-9abd-33c808e0a928"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_014dExjLzR8RafSkodQd4BGG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01P3tzJs9oLZnLsGzq3We3zB","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/tests/unit/ai-providers/claude-code-structured-output.test.js"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":161,"cache_read_input_tokens":19895,"cache_creation":{"ephemeral_5m_input_tokens":161,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cc52f746-6865-4a4f-bdc7-fbfb77e82578"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011iXMXt4RqCTrKmwxsc3AYQ","type":"tool_result","content":" 1→---\n 2→\"task-master-ai\": patch\n 3→---\n 4→\n 5→Upgrade ai-sdk-provider-claude-code to v2.2.0 for native structured outputs support.\n 6→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"69ef18c4-e64a-4f66-a9be-de41a40e5a27"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01L7KpPA73G982jkRsZkC6Sv","type":"tool_result","content":" 1→# TODO: Move to apps/docs inside our documentation website\n 2→\n 3→# Claude Code Integration Guide\n 4→\n 5→This guide covers how to use Task Master with Claude Code AI SDK integration for enhanced AI-powered development workflows.\n 6→\n 7→## Overview\n 8→\n 9→Claude Code integration allows Task Master to leverage the Claude Code CLI for AI operations without requiring direct API keys. The integration uses OAuth tokens managed by the Claude Code CLI itself.\n 10→\n 11→## Authentication Setup\n 12→\n 13→The Claude Code provider uses token authentication managed by the Claude Code CLI.\n 14→\n 15→### Prerequisites\n 16→\n 17→1. **Install Claude Code CLI** (if not already installed):\n 18→\n 19→ ```bash\n 20→ # Installation method depends on your system\n 21→ # Follow Claude Code documentation for installation\n 22→ ```\n 23→\n 24→2. **Set up OAuth token** using Claude Code CLI:\n 25→\n 26→ ```bash\n 27→ claude setup-token\n 28→ ```\n 29→\n 30→ This command will:\n 31→ - Guide you through OAuth authentication\n 32→ - Store the token securely for CLI usage\n 33→ - Enable Task Master to use Claude Code without manual API key configuration\n 34→\n 35→### Authentication Priority\n 36→\n 37→Task Master will attempt authentication in this order:\n 38→\n 39→1. **Environment Variable** (optional): `CLAUDE_CODE_OAUTH_TOKEN`\n 40→ - Useful for CI/CD environments or when you want to override the default token\n 41→ - Not required if you've set up the CLI token\n 42→\n 43→2. **Claude Code CLI Token** (recommended): Token managed by `claude setup-token`\n 44→ - Automatically used when available\n 45→ - Most convenient for local development\n 46→\n 47→3. **Fallback**: Error if neither is available\n 48→\n 49→## Configuration\n 50→\n 51→### Basic Configuration\n 52→\n 53→Add Claude Code to your Task Master configuration:\n 54→\n 55→```javascript\n 56→// In your .taskmaster/config.json or via task-master models command\n 57→{\n 58→ \"models\": {\n 59→ \"main\": \"claude-code:sonnet\", // Use Claude Code with Sonnet\n 60→ \"research\": \"perplexity-llama-3.1-sonar-large-128k-online\",\n 61→ \"fallback\": \"claude-code:opus\" // Use Claude Code with Opus as fallback\n 62→ }\n 63→}\n 64→```\n 65→\n 66→### Supported Models\n 67→\n 68→- `claude-code:sonnet` - Claude 3.5 Sonnet via Claude Code CLI\n 69→- `claude-code:opus` - Claude 3 Opus via Claude Code CLI\n 70→\n 71→### Environment Variables (Optional)\n 72→\n 73→While not required, you can optionally set:\n 74→\n 75→```bash\n 76→export CLAUDE_CODE_OAUTH_TOKEN=\"your_oauth_token_here\"\n 77→```\n 78→\n 79→This is only needed in specific scenarios like:\n 80→\n 81→- CI/CD pipelines\n 82→- Docker containers\n 83→- When you want to use a different token than the CLI default\n 84→\n 85→## Usage Examples\n 86→\n 87→### Basic Task Operations\n 88→\n 89→```bash\n 90→# Use Claude Code for task operations\n 91→task-master add-task --prompt=\"Implement user authentication system\" --research\n 92→task-master expand --id=1 --research\n 93→task-master update-task --id=1.1 --prompt=\"Add JWT token validation\"\n 94→```\n 95→\n 96→### Model Configuration Commands\n 97→\n 98→```bash\n 99→# Set Claude Code as main model\n 100→task-master models --set-main claude-code:sonnet\n 101→\n 102→# Use interactive setup\n 103→task-master models --setup\n 104→# Then select \"claude-code\" from the provider list\n 105→```\n 106→\n 107→## Troubleshooting\n 108→\n 109→### Common Issues\n 110→\n 111→#### 1. \"Claude Code CLI not available\" Error\n 112→\n 113→**Problem**: Task Master cannot connect to Claude Code CLI.\n 114→\n 115→**Solutions**:\n 116→\n 117→- Ensure Claude Code CLI is installed and in your PATH\n 118→- Run `claude setup-token` to configure authentication\n 119→- Verify Claude Code CLI works: `claude --help`\n 120→\n 121→#### 2. Authentication Failures\n 122→\n 123→**Problem**: Token authentication is failing.\n 124→\n 125→**Solutions**:\n 126→\n 127→- Re-run `claude setup-token` to refresh your OAuth token\n 128→- Check if your token has expired\n 129→- Verify Claude Code CLI can authenticate: try a simple `claude` command\n 130→\n 131→#### 3. Model Not Available\n 132→\n 133→**Problem**: Specified Claude Code model is not supported.\n 134→\n 135→**Solutions**:\n 136→\n 137→- Use supported models: `sonnet` or `opus`\n 138→- Check model availability: `task-master models --list`\n 139→- Verify your Claude Code CLI has access to the requested model\n 140→\n 141→### Debug Steps\n 142→\n 143→1. **Test Claude Code CLI directly**:\n 144→\n 145→ ```bash\n 146→ claude --help\n 147→ # Should show help without errors\n 148→ ```\n 149→\n 150→2. **Test authentication**:\n 151→\n 152→ ```bash\n 153→ claude setup-token --verify\n 154→ # Should confirm token is valid\n 155→ ```\n 156→\n 157→3. **Test Task Master integration**:\n 158→\n 159→ ```bash\n 160→ task-master models --test claude-code:sonnet\n 161→ # Should successfully connect and test the model\n 162→ ```\n 163→\n 164→4. **Check logs**:\n 165→ - Task Master logs will show detailed error messages\n 166→ - Use `--verbose` flag for more detailed output\n 167→\n 168→### Environment-Specific Configuration\n 169→\n 170→#### Docker/Containers\n 171→\n 172→When running in Docker, you'll need to:\n 173→\n 174→1. Install Claude Code CLI in your container\n 175→2. Set up authentication via environment variable:\n 176→\n 177→ ```dockerfile\n 178→ ENV CLAUDE_CODE_OAUTH_TOKEN=\"your_token_here\"\n 179→ ```\n 180→\n 181→#### CI/CD Pipelines\n 182→\n 183→For automated environments:\n 184→\n 185→1. Set up a service account token or use environment variables\n 186→2. Ensure Claude Code CLI is available in the pipeline environment\n 187→3. Configure authentication before running Task Master commands\n 188→\n 189→## Integration with AI SDK\n 190→\n 191→Task Master's Claude Code integration uses the official `ai-sdk-provider-claude-code` package, providing:\n 192→\n 193→- **Streaming Support**: Real-time token streaming for interactive experiences\n 194→- **Full AI SDK Compatibility**: Works with generateText, streamText, and other AI SDK functions\n 195→- **Automatic Error Handling**: Graceful degradation when Claude Code is unavailable\n 196→- **Type Safety**: Full TypeScript support with proper type definitions\n 197→- **Native Structured Outputs (v2.2.0+)**: Guaranteed schema-compliant JSON responses\n 198→\n 199→## Native Structured Outputs (v2.2.0+)\n 200→\n 201→As of `ai-sdk-provider-claude-code` v2.2.0, Claude Code supports **native structured outputs** via the Claude Agent SDK's `outputFormat` option. This provides significant benefits for Task Master's structured data generation:\n 202→\n 203→### Key Benefits\n 204→\n 205→- **Guaranteed Schema Compliance**: The SDK uses constrained decoding to ensure responses always match your Zod schema\n 206→- **No JSON Parsing Errors**: Schema validation is handled internally by the SDK\n 207→- **No Prompt Engineering Required**: No need for \"output valid JSON\" instructions - the SDK enforces schema natively\n 208→- **Better Performance**: No retry/extraction logic needed for valid JSON output\n 209→\n 210→### How It Works\n 211→\n 212→When Task Master calls `generateObject()` or `streamObject()` with a Zod schema, the Claude Code provider:\n 213→\n 214→1. Sets `mode: 'json'` (via `needsExplicitJsonSchema = true`)\n 215→2. Passes the schema to the SDK\n 216→3. The SDK converts the Zod schema to JSON Schema and uses `outputFormat: { type: 'json_schema', schema: ... }`\n 217→4. Claude Agent SDK returns `structured_output` with guaranteed schema compliance\n 218→\n 219→### Example\n 220→\n 221→```javascript\n 222→import { z } from 'zod';\n 223→import { generateObjectService } from './scripts/modules/ai-services-unified.js';\n 224→\n 225→// Define your schema\n 226→const taskSchema = z.object({\n 227→ title: z.string().min(1),\n 228→ description: z.string().min(1),\n 229→ priority: z.enum(['high', 'medium', 'low']),\n 230→ dependencies: z.array(z.number().int())\n 231→});\n 232→\n 233→// Generate structured output - guaranteed to match schema\n 234→const result = await generateObjectService({\n 235→ role: 'main', // Uses Claude Code if configured as main provider\n 236→ schema: taskSchema,\n 237→ objectName: 'task',\n 238→ prompt: 'Create a task for implementing user authentication',\n 239→ systemPrompt: 'You are a task planning assistant.',\n 240→ commandName: 'add-task',\n 241→ outputType: 'cli'\n 242→});\n 243→\n 244→// result.mainResult is guaranteed to match taskSchema\n 245→console.log(result.mainResult);\n 246→// { title: \"...\", description: \"...\", priority: \"high\", dependencies: [] }\n 247→```\n 248→\n 249→### Supported Commands\n 250→\n 251→All Task Master commands that generate structured data benefit from native schema support:\n 252→\n 253→- `parse-prd` - Parsing PRD documents into tasks\n 254→- `add-task` - Creating new tasks\n 255→- `expand-task` - Expanding tasks into subtasks\n 256→- `update-tasks` - Batch updating tasks\n 257→- `update-task-by-id` - Updating individual tasks\n 258→- `analyze-complexity` - Analyzing task complexity\n 259→\n 260→### Example AI SDK Usage\n 261→\n 262→```javascript\n 263→import { generateText } from 'ai';\n 264→import { ClaudeCodeProvider } from './src/ai-providers/claude-code.js';\n 265→\n 266→const provider = new ClaudeCodeProvider();\n 267→const client = provider.getClient();\n 268→\n 269→const result = await generateText({\n 270→ model: client('sonnet'),\n 271→ messages: [\n 272→ { role: 'user', content: 'Hello Claude!' }\n 273→ ]\n 274→});\n 275→\n 276→console.log(result.text);\n 277→```\n 278→\n 279→## Security Notes\n 280→\n 281→- OAuth tokens are managed securely by Claude Code CLI\n 282→- No API keys need to be stored in your project files\n 283→- Tokens are automatically refreshed by the Claude Code CLI\n 284→- Environment variables should only be used in secure environments\n 285→\n 286→## Getting Help\n 287→\n 288→If you encounter issues:\n 289→\n 290→1. Check the Claude Code CLI documentation\n 291→2. Verify your authentication setup with `claude setup-token --verify`\n 292→3. Review Task Master logs for detailed error messages\n 293→4. Open an issue with both Task Master and Claude Code version information\n 294→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"fa37c159-b94a-4791-b254-23126ba80507"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01P3tzJs9oLZnLsGzq3We3zB","type":"tool_result","content":" 1→import { jest } from '@jest/globals';\n 2→import { z } from 'zod';\n 3→\n 4→/**\n 5→ * Tests for Claude Code native structured output support (v2.2.0+)\n 6→ *\n 7→ * ai-sdk-provider-claude-code v2.2.0 introduced native structured outputs via\n 8→ * the Claude Agent SDK's outputFormat option. When using generateObject() with\n 9→ * a schema, the SDK now guarantees schema-compliant JSON through constrained decoding.\n 10→ *\n 11→ * Key behaviors tested:\n 12→ * 1. Schema is passed correctly to the SDK\n 13→ * 2. mode: 'json' is used (which enables native outputFormat in the SDK)\n 14→ * 3. SDK error handling for schema validation failures\n 15→ */\n 16→\n 17→// Mock generateObject from 'ai' SDK\n 18→const mockGenerateObject = jest.fn();\n 19→\n 20→jest.unstable_mockModule('ai', () => ({\n 21→\tgenerateObject: mockGenerateObject,\n 22→\tgenerateText: jest.fn(),\n 23→\tstreamText: jest.fn(),\n 24→\tstreamObject: jest.fn(),\n 25→\tzodSchema: jest.fn((schema) => schema),\n 26→\tJSONParseError: class JSONParseError extends Error {\n 27→\t\tconstructor(message, text) {\n 28→\t\t\tsuper(message);\n 29→\t\t\tthis.text = text;\n 30→\t\t}\n 31→\t},\n 32→\tNoObjectGeneratedError: class NoObjectGeneratedError extends Error {\n 33→\t\tstatic isInstance(error) {\n 34→\t\t\treturn error instanceof NoObjectGeneratedError;\n 35→\t\t}\n 36→\t}\n 37→}));\n 38→\n 39→// Mock jsonrepair\n 40→jest.unstable_mockModule('jsonrepair', () => ({\n 41→\tjsonrepair: jest.fn((text) => text)\n 42→}));\n 43→\n 44→// Mock the ai-sdk-provider-claude-code package\n 45→jest.unstable_mockModule('ai-sdk-provider-claude-code', () => ({\n 46→\tcreateClaudeCode: jest.fn(() => {\n 47→\t\tconst provider = (modelId) => ({\n 48→\t\t\tid: modelId,\n 49→\t\t\tspecificationVersion: 'v1',\n 50→\t\t\tprovider: 'claude-code',\n 51→\t\t\tmodelId\n 52→\t\t});\n 53→\t\tprovider.languageModel = provider;\n 54→\t\tprovider.chat = provider;\n 55→\t\treturn provider;\n 56→\t})\n 57→}));\n 58→\n 59→// Mock config getters\n 60→jest.unstable_mockModule('../../../scripts/modules/config-manager.js', () => ({\n 61→\tgetClaudeCodeSettingsForCommand: jest.fn(() => ({})),\n 62→\tgetSupportedModelsForProvider: jest.fn(() => ['opus', 'sonnet', 'haiku']),\n 63→\tgetDebugFlag: jest.fn(() => false),\n 64→\tgetLogLevel: jest.fn(() => 'info'),\n 65→\tisProxyEnabled: jest.fn(() => false)\n 66→}));\n 67→\n 68→// Mock utils\n 69→jest.unstable_mockModule('../../../scripts/modules/utils.js', () => ({\n 70→\tlog: jest.fn(),\n 71→\tfindProjectRoot: jest.fn(() => '/test/project')\n 72→}));\n 73→\n 74→// Import after mocking\n 75→const { ClaudeCodeProvider } = await import(\n 76→\t'../../../src/ai-providers/claude-code.js'\n 77→);\n 78→\n 79→describe('ClaudeCodeProvider structured outputs (v2.2.0+)', () => {\n 80→\tlet provider;\n 81→\n 82→\tbeforeEach(() => {\n 83→\t\tprovider = new ClaudeCodeProvider();\n 84→\t\tjest.clearAllMocks();\n 85→\t});\n 86→\n 87→\tdescribe('needsExplicitJsonSchema flag', () => {\n 88→\t\tit('should have needsExplicitJsonSchema set to true', () => {\n 89→\t\t\t// This flag triggers mode: 'json' in base-provider.js generateObject()\n 90→\t\t\t// which in turn enables the SDK's native outputFormat with constrained decoding\n 91→\t\t\texpect(provider.needsExplicitJsonSchema).toBe(true);\n 92→\t\t});\n 93→\n 94→\t\tit('should not support temperature parameter', () => {\n 95→\t\t\t// Claude Code SDK doesn't support temperature\n 96→\t\t\texpect(provider.supportsTemperature).toBe(false);\n 97→\t\t});\n 98→\t});\n 99→\n 100→\tdescribe('generateObject with schema', () => {\n 101→\t\tconst testSchema = z.object({\n 102→\t\t\tname: z.string(),\n 103→\t\t\tage: z.number(),\n 104→\t\t\temail: z.string().email()\n 105→\t\t});\n 106→\n 107→\t\tconst testMessages = [\n 108→\t\t\t{ role: 'system', content: 'You are a helpful assistant.' },\n 109→\t\t\t{ role: 'user', content: 'Generate a user profile' }\n 110→\t\t];\n 111→\n 112→\t\tbeforeEach(() => {\n 113→\t\t\t// Mock successful generateObject response\n 114→\t\t\tmockGenerateObject.mockResolvedValue({\n 115→\t\t\t\tobject: { name: 'Test User', age: 25, email: 'test@example.com' },\n 116→\t\t\t\tusage: {\n 117→\t\t\t\t\tpromptTokens: 100,\n 118→\t\t\t\t\tcompletionTokens: 50,\n 119→\t\t\t\t\ttotalTokens: 150\n 120→\t\t\t\t}\n 121→\t\t\t});\n 122→\t\t});\n 123→\n 124→\t\tit('should pass schema to generateObject call', async () => {\n 125→\t\t\tawait provider.generateObject({\n 126→\t\t\t\tapiKey: 'test-key',\n 127→\t\t\t\tmodelId: 'sonnet',\n 128→\t\t\t\tmessages: testMessages,\n 129→\t\t\t\tschema: testSchema,\n 130→\t\t\t\tobjectName: 'user_profile'\n 131→\t\t\t});\n 132→\n 133→\t\t\texpect(mockGenerateObject).toHaveBeenCalledWith(\n 134→\t\t\t\texpect.objectContaining({\n 135→\t\t\t\t\tschema: testSchema\n 136→\t\t\t\t})\n 137→\t\t\t);\n 138→\t\t});\n 139→\n 140→\t\tit('should use json mode for Claude Code (enables native outputFormat)', async () => {\n 141→\t\t\tawait provider.generateObject({\n 142→\t\t\t\tapiKey: 'test-key',\n 143→\t\t\t\tmodelId: 'sonnet',\n 144→\t\t\t\tmessages: testMessages,\n 145→\t\t\t\tschema: testSchema,\n 146→\t\t\t\tobjectName: 'user_profile'\n 147→\t\t\t});\n 148→\n 149→\t\t\t// mode: 'json' is set when needsExplicitJsonSchema is true\n 150→\t\t\t// This triggers the SDK to use outputFormat: { type: 'json_schema', schema: ... }\n 151→\t\t\texpect(mockGenerateObject).toHaveBeenCalledWith(\n 152→\t\t\t\texpect.objectContaining({\n 153→\t\t\t\t\tmode: 'json'\n 154→\t\t\t\t})\n 155→\t\t\t);\n 156→\t\t});\n 157→\n 158→\t\tit('should pass schemaName for better SDK context', async () => {\n 159→\t\t\tawait provider.generateObject({\n 160→\t\t\t\tapiKey: 'test-key',\n 161→\t\t\t\tmodelId: 'sonnet',\n 162→\t\t\t\tmessages: testMessages,\n 163→\t\t\t\tschema: testSchema,\n 164→\t\t\t\tobjectName: 'user_profile'\n 165→\t\t\t});\n 166→\n 167→\t\t\texpect(mockGenerateObject).toHaveBeenCalledWith(\n 168→\t\t\t\texpect.objectContaining({\n 169→\t\t\t\t\tschemaName: 'user_profile'\n 170→\t\t\t\t})\n 171→\t\t\t);\n 172→\t\t});\n 173→\n 174→\t\tit('should return structured object from SDK', async () => {\n 175→\t\t\tconst result = await provider.generateObject({\n 176→\t\t\t\tapiKey: 'test-key',\n 177→\t\t\t\tmodelId: 'sonnet',\n 178→\t\t\t\tmessages: testMessages,\n 179→\t\t\t\tschema: testSchema,\n 180→\t\t\t\tobjectName: 'user_profile'\n 181→\t\t\t});\n 182→\n 183→\t\t\texpect(result.object).toEqual({\n 184→\t\t\t\tname: 'Test User',\n 185→\t\t\t\tage: 25,\n 186→\t\t\t\temail: 'test@example.com'\n 187→\t\t\t});\n 188→\t\t});\n 189→\n 190→\t\tit('should return usage information', async () => {\n 191→\t\t\tconst result = await provider.generateObject({\n 192→\t\t\t\tapiKey: 'test-key',\n 193→\t\t\t\tmodelId: 'sonnet',\n 194→\t\t\t\tmessages: testMessages,\n 195→\t\t\t\tschema: testSchema,\n 196→\t\t\t\tobjectName: 'user_profile'\n 197→\t\t\t});\n 198→\n 199→\t\t\texpect(result.usage).toEqual({\n 200→\t\t\t\tinputTokens: 100,\n 201→\t\t\t\toutputTokens: 50,\n 202→\t\t\t\ttotalTokens: 150\n 203→\t\t\t});\n 204→\t\t});\n 205→\t});\n 206→\n 207→\tdescribe('complex schemas', () => {\n 208→\t\tit('should handle nested object schemas', async () => {\n 209→\t\t\tconst complexSchema = z.object({\n 210→\t\t\t\ttasks: z.array(\n 211→\t\t\t\t\tz.object({\n 212→\t\t\t\t\t\tid: z.number(),\n 213→\t\t\t\t\t\ttitle: z.string(),\n 214→\t\t\t\t\t\tsubtasks: z.array(\n 215→\t\t\t\t\t\t\tz.object({\n 216→\t\t\t\t\t\t\t\tid: z.number(),\n 217→\t\t\t\t\t\t\t\ttitle: z.string()\n 218→\t\t\t\t\t\t\t})\n 219→\t\t\t\t\t\t)\n 220→\t\t\t\t\t})\n 221→\t\t\t\t)\n 222→\t\t\t});\n 223→\n 224→\t\t\tmockGenerateObject.mockResolvedValue({\n 225→\t\t\t\tobject: {\n 226→\t\t\t\t\ttasks: [\n 227→\t\t\t\t\t\t{\n 228→\t\t\t\t\t\t\tid: 1,\n 229→\t\t\t\t\t\t\ttitle: 'Main Task',\n 230→\t\t\t\t\t\t\tsubtasks: [{ id: 1, title: 'Subtask 1' }]\n 231→\t\t\t\t\t\t}\n 232→\t\t\t\t\t]\n 233→\t\t\t\t},\n 234→\t\t\t\tusage: { promptTokens: 50, completionTokens: 30, totalTokens: 80 }\n 235→\t\t\t});\n 236→\n 237→\t\t\tconst result = await provider.generateObject({\n 238→\t\t\t\tapiKey: 'test-key',\n 239→\t\t\t\tmodelId: 'sonnet',\n 240→\t\t\t\tmessages: [{ role: 'user', content: 'Generate tasks' }],\n 241→\t\t\t\tschema: complexSchema,\n 242→\t\t\t\tobjectName: 'task_list'\n 243→\t\t\t});\n 244→\n 245→\t\t\texpect(result.object.tasks).toHaveLength(1);\n 246→\t\t\texpect(result.object.tasks[0].subtasks).toHaveLength(1);\n 247→\t\t});\n 248→\n 249→\t\tit('should handle enum schemas (like task priority)', async () => {\n 250→\t\t\tconst prioritySchema = z.object({\n 251→\t\t\t\tpriority: z.enum(['high', 'medium', 'low']),\n 252→\t\t\t\ttitle: z.string()\n 253→\t\t\t});\n 254→\n 255→\t\t\tmockGenerateObject.mockResolvedValue({\n 256→\t\t\t\tobject: { priority: 'high', title: 'Important Task' },\n 257→\t\t\t\tusage: { promptTokens: 30, completionTokens: 20, totalTokens: 50 }\n 258→\t\t\t});\n 259→\n 260→\t\t\tconst result = await provider.generateObject({\n 261→\t\t\t\tapiKey: 'test-key',\n 262→\t\t\t\tmodelId: 'sonnet',\n 263→\t\t\t\tmessages: [{ role: 'user', content: 'Create a task' }],\n 264→\t\t\t\tschema: prioritySchema,\n 265→\t\t\t\tobjectName: 'task'\n 266→\t\t\t});\n 267→\n 268→\t\t\texpect(result.object.priority).toBe('high');\n 269→\t\t});\n 270→\t});\n 271→\n 272→\tdescribe('error handling', () => {\n 273→\t\tit('should throw error when schema is missing', async () => {\n 274→\t\t\tawait expect(\n 275→\t\t\t\tprovider.generateObject({\n 276→\t\t\t\t\tapiKey: 'test-key',\n 277→\t\t\t\t\tmodelId: 'sonnet',\n 278→\t\t\t\t\tmessages: [{ role: 'user', content: 'test' }],\n 279→\t\t\t\t\tobjectName: 'test'\n 280→\t\t\t\t\t// schema is missing\n 281→\t\t\t\t})\n 282→\t\t\t).rejects.toThrow('Schema is required');\n 283→\t\t});\n 284→\n 285→\t\tit('should throw error when objectName is missing', async () => {\n 286→\t\t\tawait expect(\n 287→\t\t\t\tprovider.generateObject({\n 288→\t\t\t\t\tapiKey: 'test-key',\n 289→\t\t\t\t\tmodelId: 'sonnet',\n 290→\t\t\t\t\tmessages: [{ role: 'user', content: 'test' }],\n 291→\t\t\t\t\tschema: z.object({ name: z.string() })\n 292→\t\t\t\t\t// objectName is missing\n 293→\t\t\t\t})\n 294→\t\t\t).rejects.toThrow('Object name is required');\n 295→\t\t});\n 296→\n 297→\t\tit('should handle SDK errors gracefully', async () => {\n 298→\t\t\tmockGenerateObject.mockRejectedValue(\n 299→\t\t\t\tnew Error('SDK error: Failed to generate')\n 300→\t\t\t);\n 301→\n 302→\t\t\tawait expect(\n 303→\t\t\t\tprovider.generateObject({\n 304→\t\t\t\t\tapiKey: 'test-key',\n 305→\t\t\t\t\tmodelId: 'sonnet',\n 306→\t\t\t\t\tmessages: [{ role: 'user', content: 'test' }],\n 307→\t\t\t\t\tschema: z.object({ name: z.string() }),\n 308→\t\t\t\t\tobjectName: 'test'\n 309→\t\t\t\t})\n 310→\t\t\t).rejects.toThrow();\n 311→\t\t});\n 312→\t});\n 313→\n 314→\tdescribe('v2.2.0 native structured output benefits', () => {\n 315→\t\t/**\n 316→\t\t * These tests document the expected behavior with v2.2.0's native schema support.\n 317→\t\t * The SDK now handles schema validation internally through constrained decoding,\n 318→\t\t * so the jsonrepair fallback in base-provider.js should rarely be triggered\n 319→\t\t * for Claude Code operations.\n 320→\t\t */\n 321→\n 322→\t\tit('should work with Task Master command schemas', async () => {\n 323→\t\t\t// This simulates the expand-task schema pattern\n 324→\t\t\tconst expandTaskSchema = z.object({\n 325→\t\t\t\tsubtasks: z.array(\n 326→\t\t\t\t\tz.object({\n 327→\t\t\t\t\t\tid: z.number().int().positive(),\n 328→\t\t\t\t\t\ttitle: z.string().min(1),\n 329→\t\t\t\t\t\tdescription: z.string().min(1),\n 330→\t\t\t\t\t\tdependencies: z.array(z.number().int()),\n 331→\t\t\t\t\t\tdetails: z.string(),\n 332→\t\t\t\t\t\ttestStrategy: z.string()\n 333→\t\t\t\t\t})\n 334→\t\t\t\t)\n 335→\t\t\t});\n 336→\n 337→\t\t\tmockGenerateObject.mockResolvedValue({\n 338→\t\t\t\tobject: {\n 339→\t\t\t\t\tsubtasks: [\n 340→\t\t\t\t\t\t{\n 341→\t\t\t\t\t\t\tid: 1,\n 342→\t\t\t\t\t\t\ttitle: 'Implement feature X',\n 343→\t\t\t\t\t\t\tdescription: 'Description for feature X',\n 344→\t\t\t\t\t\t\tdependencies: [],\n 345→\t\t\t\t\t\t\tdetails: 'Implementation details',\n 346→\t\t\t\t\t\t\ttestStrategy: 'Unit tests for feature X'\n 347→\t\t\t\t\t\t}\n 348→\t\t\t\t\t]\n 349→\t\t\t\t},\n 350→\t\t\t\tusage: { promptTokens: 200, completionTokens: 100, totalTokens: 300 }\n 351→\t\t\t});\n 352→\n 353→\t\t\tconst result = await provider.generateObject({\n 354→\t\t\t\tapiKey: 'test-key',\n 355→\t\t\t\tmodelId: 'sonnet',\n 356→\t\t\t\tmessages: [{ role: 'user', content: 'Expand task into subtasks' }],\n 357→\t\t\t\tschema: expandTaskSchema,\n 358→\t\t\t\tobjectName: 'subtasks'\n 359→\t\t\t});\n 360→\n 361→\t\t\texpect(result.object.subtasks).toHaveLength(1);\n 362→\t\t\texpect(result.object.subtasks[0].id).toBe(1);\n 363→\t\t\texpect(result.object.subtasks[0].title).toBe('Implement feature X');\n 364→\t\t});\n 365→\t});\n 366→});\n 367→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"85376562-ee70-4986-a374-122e12d1bc0b"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01RJY4jagPkBj3rxomqLuiEm","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check the package.json changes to understand the version upgrade:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":8050,"cache_read_input_tokens":20056,"cache_creation":{"ephemeral_5m_input_tokens":8050,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"719e9d61-3756-4777-a001-40f6b23e2720"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01RJY4jagPkBj3rxomqLuiEm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015oneQRFvSXz1rD915W3pWB","name":"Bash","input":{"command":"git show HEAD:package.json | grep ai-sdk-provider-claude-code","description":"Check current version of ai-sdk-provider-claude-code"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":8050,"cache_read_input_tokens":20056,"cache_creation":{"ephemeral_5m_input_tokens":8050,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cce0e60a-a6ac-4c8a-bcdc-9787540a714d"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01RJY4jagPkBj3rxomqLuiEm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01CSEhkcEwA7f8xHPBKYs69N","name":"Bash","input":{"command":"git show HEAD~1:package.json | grep ai-sdk-provider-claude-code","description":"Check previous version of ai-sdk-provider-claude-code"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":8050,"cache_read_input_tokens":20056,"cache_creation":{"ephemeral_5m_input_tokens":8050,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"23aef423-78f6-4e24-8c36-98c4660a9dbd"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015oneQRFvSXz1rD915W3pWB","type":"tool_result","content":"\t\t\"ai-sdk-provider-claude-code\": \"^2.2.0\",","is_error":false}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"499f78ce-6ff6-4022-abdf-caea250ae13c"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01CSEhkcEwA7f8xHPBKYs69N","type":"tool_result","content":"\t\t\"ai-sdk-provider-claude-code\": \"^2.1.0\",","is_error":false}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"f1da253f-f044-4495-9687-f41b42028a5a"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01XcMWytuRXHW4ZNJWBD1sPm","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check if there's an existing documentation structure in apps/docs/:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":298,"cache_read_input_tokens":28106,"cache_creation":{"ephemeral_5m_input_tokens":298,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cf54f608-ed31-4cc8-b1dc-3238ec9e9441"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01XcMWytuRXHW4ZNJWBD1sPm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01AtVeZ4HNUS5Bp7uCPsDGks","name":"LS","input":{"path":"/home/runner/work/claude-task-master/claude-task-master"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":6,"cache_creation_input_tokens":298,"cache_read_input_tokens":28106,"cache_creation":{"ephemeral_5m_input_tokens":298,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"7e156a95-ea4c-4faa-a3b3-cd9feefbd717"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01AtVeZ4HNUS5Bp7uCPsDGks","type":"tool_result","content":"- /home/runner/work/claude-task-master/claude-task-master/\n - CHANGELOG.md\n - CLAUDE.md\n - CLAUDE_CODE_PLUGIN.md\n - CONTRIBUTING.md\n - LICENSE\n - README-task-master.md\n - README.md\n - apps/\n - cli/\n - CHANGELOG.md\n - package.json\n - src/\n - command-registry.ts\n - commands/\n - auth.command.ts\n - autopilot/\n - abort.command.ts\n - commit.command.ts\n - complete.command.ts\n - index.ts\n - next.command.ts\n - resume.command.ts\n - shared.ts\n - start.command.ts\n - status.command.ts\n - briefs.command.ts\n - context.command.ts\n - export.command.ts\n - list.command.ts\n - models/\n - custom-providers.ts\n - fetchers.ts\n - index.ts\n - prompts.ts\n - setup.ts\n - types.ts\n - next.command.ts\n - set-status.command.ts\n - show.command.ts\n - start.command.ts\n - tags.command.ts\n - index.ts\n - lib/\n - model-management.ts\n - types/\n - tag-management.d.ts\n - ui/\n - components/\n - cardBox.component.ts\n - dashboard.component.ts\n - header.component.ts\n - index.ts\n - next-task.component.ts\n - suggested-steps.component.ts\n - task-detail.component.ts\n - display/\n - messages.ts\n - tables.ts\n - formatters/\n - complexity-formatters.ts\n - dependency-formatters.ts\n - priority-formatters.ts\n - status-formatters.spec.ts\n - status-formatters.ts\n - index.ts\n - layout/\n - helpers.spec.ts\n - helpers.ts\n - utils/\n - auth-helpers.ts\n - auto-update.ts\n - brief-selection.ts\n - command-guard.ts\n - display-helpers.ts\n - error-handler.ts\n - index.ts\n - project-root.ts\n - task-status.ts\n - ui.spec.ts\n - ui.ts\n - tests/\n - fixtures/\n - task-fixtures.ts\n - helpers/\n - test-utils.ts\n - integration/\n - commands/\n - autopilot/\n - workflow.test.ts\n - list.command.test.ts\n - next.command.test.ts\n - set-status.command.test.ts\n - show.command.test.ts\n - task-lifecycle.test.ts\n - unit/\n - commands/\n - autopilot/\n - shared.test.ts\n - list.command.spec.ts\n - show.command.spec.ts\n - ui/\n - dashboard.component.spec.ts\n - tsconfig.json\n - vitest.config.ts\n - docs/\n - CHANGELOG.md\n - README.md\n - archive/\n - Installation.mdx\n - ai-client-utils-example.mdx\n - ai-development-workflow.mdx\n - command-reference.mdx\n - configuration.mdx\n - cursor-setup.mdx\n - examples.mdx\n - best-practices/\n - advanced-tasks.mdx\n - configuration-advanced.mdx\n - index.mdx\n - capabilities/\n - cli-root-commands.mdx\n - index.mdx\n - mcp.mdx\n - rpg-method.mdx\n - task-structure.mdx\n - command-reference.mdx\n - configuration.mdx\n - docs.json\n - favicon.svg\n - getting-started/\n - api-keys.mdx\n - contribute.mdx\n - faq.mdx\n - quick-start/\n - configuration-quick.mdx\n - execute-quick.mdx\n - installation.mdx\n - moving-forward.mdx\n - prd-quick.mdx\n - quick-start.mdx\n - requirements.mdx\n - rules-quick.mdx\n - tasks-quick.mdx\n - introduction.mdx\n - licensing.md\n - logo/\n - dark.svg\n - light.svg\n - task-master-logo.png\n - package.json\n - style.css\n - tdd-workflow/\n - ai-agent-integration.mdx\n - quickstart.mdx\n - vercel.json\n - whats-new.mdx\n - extension/\n - CHANGELOG.md\n - LICENSE\n - README.md\n - assets/\n - banner.png\n - icon-dark.svg\n - icon-light.svg\n - icon.png\n - screenshots/\n - kanban-board.png\n - task-details.png\n - sidebar-icon.svg\n - components.json\n - docs/\n - extension-CI-setup.md\n - extension-development-guide.md\n - esbuild.js\n - package.json\n - package.mjs\n - package.publish.json\n - src/\n - components/\n - ConfigView.tsx\n - TaskDetails/\n - AIActionsSection.tsx\n - DetailsSection.tsx\n - PriorityBadge.tsx\n - SubtasksSection.tsx\n - TaskMetadataSidebar.tsx\n - useTaskDetails.ts\n - TaskDetailsView.tsx\n - TaskMasterLogo.tsx\n - constants.ts\n - ui/\n - CollapsibleSection.tsx\n - badge.tsx\n - breadcrumb.tsx\n - button.tsx\n - card.tsx\n - collapsible.tsx\n - dropdown-menu.tsx\n - label.tsx\n - scroll-area.tsx\n - separator.tsx\n - shadcn-io/\n - kanban/\n - index.tsx\n - 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roo-integration.test.js\n - rule-transformer-cline.test.js\n - rule-transformer-cursor.test.js\n - rule-transformer-gemini.test.js\n - rule-transformer-kilo.test.js\n - rule-transformer-kiro.test.js\n - rule-transformer-opencode.test.js\n - rule-transformer-roo.test.js\n - rule-transformer-trae.test.js\n - rule-transformer-vscode.test.js\n - rule-transformer-windsurf.test.js\n - rule-transformer-zed.test.js\n - rule-transformer.test.js\n - selective-profile-removal.test.js\n - subdirectory-support.test.js\n - trae-integration.test.js\n - vscode-integration.test.js\n - windsurf-integration.test.js\n - zed-integration.test.js\n - progress/\n - base-progress-tracker.test.js\n - prompt-manager.test.js\n - prompts/\n - expand-task-prompt.test.js\n - prompt-migration.test.js\n - scripts/\n - modules/\n - commands/\n - README.md\n - move-cross-tag.test.js\n - dependency-manager/\n - circular-dependencies.test.js\n - cross-tag-dependencies.test.js\n - fix-dependencies-command.test.js\n - task-manager/\n - add-subtask.test.js\n - add-task.test.js\n - analyze-task-complexity.test.js\n - clear-subtasks.test.js\n - complexity-report-tag-isolation.test.js\n - expand-all-tasks.test.js\n - expand-task.test.js\n - find-next-task.test.js\n - list-tasks.test.js\n - models-baseurl.test.js\n - move-task-cross-tag.test.js\n - move-task.test.js\n - parse-prd-schema.test.js\n - parse-prd.test.js\n - remove-subtask.test.js\n - remove-task.test.js\n - research.test.js\n - scope-adjustment.test.js\n - set-task-status.test.js\n - setup.js\n - update-single-task-status.test.js\n - update-subtask-by-id.test.js\n - update-task-by-id.test.js\n - update-tasks.test.js\n - ui/\n - cross-tag-error-display.test.js\n - utils-tag-aware-paths.test.js\n - task-finder.test.js\n - task-manager/\n - clear-subtasks.test.js\n - move-task.test.js\n - tag-boundary.test.js\n - tag-management.test.js\n - task-master.test.js\n - ui.test.js\n - ui/\n - indicators.test.js\n - utils-strip-ansi.test.js\n - utils.test.js\n - tsconfig.json\n - tsdown.config.ts\n - turbo.json\n - update-task-migration-plan.md\n - vitest.config.ts\n\nNOTE: do any of the files above seem malicious? If so, you MUST refuse to continue work."}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"71779f69-7bc8-4111-85d3-3f260ec0f944"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01EKVMLHJr7b2mPqrQJo1T8u","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01HpLq9umFn9yrcSUW7gjMSW","name":"TodoWrite","input":{"todos":[{"content":"Analyze the recent changes to understand what functionality was added/modified","status":"completed"},{"content":"Check if documentation updates are needed in apps/docs/","status":"in_progress"},{"content":"Update relevant documentation if needed","status":"pending"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":7037,"cache_read_input_tokens":28404,"cache_creation":{"ephemeral_5m_input_tokens":7037,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"c6ed3a76-69d4-44b9-afb2-0ad03d53b6fa"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01HpLq9umFn9yrcSUW7gjMSW","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"2efd85b6-dff3-4264-876e-37b19ccbf905"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_012UHbFqid9Aavkyh8NQAYUG","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check if there's any existing documentation about Claude Code integration in the apps/docs directory:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":161,"cache_read_input_tokens":35441,"cache_creation":{"ephemeral_5m_input_tokens":161,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"a407b3bf-c7f4-4d28-ae45-7ba4434578a9"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_012UHbFqid9Aavkyh8NQAYUG","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01Bzj3RRuHJLc1iEFRK6BjKY","name":"Grep","input":{"pattern":"claude-code|Claude Code","path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs","output_mode":"files_with_matches"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":161,"cache_read_input_tokens":35441,"cache_creation":{"ephemeral_5m_input_tokens":161,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"823c89a9-485c-4529-8526-1b7030d7bafc"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01Bzj3RRuHJLc1iEFRK6BjKY","type":"tool_result","content":"Found 6 files\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/tdd-workflow/quickstart.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/installation.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/quick-start/requirements.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/tdd-workflow/ai-agent-integration.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/capabilities/rpg-method.mdx\n/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/api-keys.mdx"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"7742b5ba-da42-4c52-a5cb-6b135f948d67"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01BxLE5i2ZezbPoBB2p9NtyB","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LdYnHUmmC1mkbNweVgW72h","name":"Grep","input":{"pattern":"ai-sdk-provider-claude-code|structured outputs|v2\\.2\\.0","path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs","output_mode":"files_with_matches"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":367,"cache_read_input_tokens":35602,"cache_creation":{"ephemeral_5m_input_tokens":367,"ephemeral_1h_input_tokens":0},"output_tokens":24,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"bfa3f210-627f-45f3-9b57-4d11fe8f9dae"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LdYnHUmmC1mkbNweVgW72h","type":"tool_result","content":"No files found"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"9e362b04-777a-40f6-a3db-6ae7261685ef"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01KSGei2jdDpXkZsHmFkZutd","type":"message","role":"assistant","content":[{"type":"text","text":"Let me check the specific content about Claude Code in some of these files:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":146,"cache_read_input_tokens":35969,"cache_creation":{"ephemeral_5m_input_tokens":146,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"ad80df15-b3c4-412c-bdbf-3d1c1710f0d4"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01KSGei2jdDpXkZsHmFkZutd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_019eyNvubgGDr2J7GMVx5KD7","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/api-keys.mdx"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":146,"cache_read_input_tokens":35969,"cache_creation":{"ephemeral_5m_input_tokens":146,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"17b8136f-8a08-40ac-8e94-94571fcae33e"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01KSGei2jdDpXkZsHmFkZutd","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LK9cgRS113SLxUeg36Coa2","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/tdd-workflow/ai-agent-integration.mdx"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":146,"cache_read_input_tokens":35969,"cache_creation":{"ephemeral_5m_input_tokens":146,"ephemeral_1h_input_tokens":0},"output_tokens":3,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"32bcfa98-c2d0-4ed8-966e-cde0d8983a7a"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_019eyNvubgGDr2J7GMVx5KD7","type":"tool_result","content":" 1→# API Keys Configuration\n 2→\n 3→Task Master supports multiple AI providers through environment variables. This page lists all available API keys and their configuration requirements.\n 4→\n 5→## Required API Keys\n 6→\n 7→> **Note**: At least one required API key must be configured for Task Master to function.\n 8→>\n 9→> \"Required: Yes\" below means \"required to use that specific provider,\" not \"required globally.\" You only need at least one provider configured.\n 10→\n 11→### ANTHROPIC_API_KEY (Recommended)\n 12→- **Provider**: Anthropic Claude models\n 13→- **Format**: `sk-ant-api03-...`\n 14→- **Required**: ✅ **Yes**\n 15→- **Models**: Claude 3.5 Sonnet, Claude 3 Haiku, Claude 3 Opus\n 16→- **Get Key**: [Anthropic Console](https://console.anthropic.com/)\n 17→\n 18→```bash\n 19→ANTHROPIC_API_KEY=\"sk-ant-api03-your-key-here\"\n 20→```\n 21→\n 22→### PERPLEXITY_API_KEY (Highly Recommended for Research)\n 23→- **Provider**: Perplexity AI (Research features)\n 24→- **Format**: `pplx-...`\n 25→- **Required**: ✅ **Yes**\n 26→- **Purpose**: Enables research-backed task expansions and updates\n 27→- **Models**: Perplexity Sonar models\n 28→- **Get Key**: [Perplexity API](https://www.perplexity.ai/settings/api)\n 29→\n 30→```bash\n 31→PERPLEXITY_API_KEY=\"pplx-your-key-here\"\n 32→```\n 33→\n 34→### OPENAI_API_KEY\n 35→- **Provider**: OpenAI GPT models\n 36→- **Format**: `sk-proj-...` or `sk-...`\n 37→- **Required**: ✅ **Yes**\n 38→- **Models**: GPT-4, GPT-4 Turbo, GPT-3.5 Turbo, O1 models\n 39→- **Get Key**: [OpenAI Platform](https://platform.openai.com/api-keys)\n 40→\n 41→```bash\n 42→OPENAI_API_KEY=\"sk-proj-your-key-here\"\n 43→```\n 44→\n 45→### GOOGLE_API_KEY\n 46→- **Provider**: Google Gemini models\n 47→- **Format**: Various formats\n 48→- **Required**: ✅ **Yes**\n 49→- **Models**: Gemini Pro, Gemini Flash, Gemini Ultra\n 50→- **Get Key**: [Google AI Studio](https://aistudio.google.com/app/apikey)\n 51→- **Alternative**: Use `GOOGLE_APPLICATION_CREDENTIALS` for service account (Google Vertex)\n 52→\n 53→```bash\n 54→GOOGLE_API_KEY=\"your-google-api-key-here\"\n 55→```\n 56→\n 57→### GROQ_API_KEY\n 58→- **Provider**: Groq (High-performance inference)\n 59→- **Required**: ✅ **Yes**\n 60→- **Models**: Llama models, Mixtral models (via Groq)\n 61→- **Get Key**: [Groq Console](https://console.groq.com/keys)\n 62→\n 63→```bash\n 64→GROQ_API_KEY=\"your-groq-key-here\"\n 65→```\n 66→\n 67→### OPENROUTER_API_KEY\n 68→- **Provider**: OpenRouter (Multiple model access)\n 69→- **Required**: ✅ **Yes**\n 70→- **Models**: Access to various models through single API\n 71→- **Get Key**: [OpenRouter](https://openrouter.ai/keys)\n 72→\n 73→```bash\n 74→OPENROUTER_API_KEY=\"your-openrouter-key-here\"\n 75→```\n 76→\n 77→### AZURE_OPENAI_API_KEY\n 78→- **Provider**: Azure OpenAI Service\n 79→- **Required**: ✅ **Yes**\n 80→- **Requirements**: Also requires `AZURE_OPENAI_ENDPOINT` configuration\n 81→- **Models**: GPT models via Azure\n 82→- **Get Key**: [Azure Portal](https://portal.azure.com/)\n 83→\n 84→```bash\n 85→AZURE_OPENAI_API_KEY=\"your-azure-key-here\"\n 86→```\n 87→\n 88→### XAI_API_KEY\n 89→- **Provider**: xAI (Grok) models\n 90→- **Required**: ✅ **Yes**\n 91→- **Models**: Grok models\n 92→- **Get Key**: [xAI Console](https://console.x.ai/)\n 93→\n 94→```bash\n 95→XAI_API_KEY=\"your-xai-key-here\"\n 96→```\n 97→\n 98→## Optional API Keys\n 99→\n 100→> **Note**: These API keys are optional - providers will work without them or use alternative authentication methods.\n 101→\n 102→### AWS_ACCESS_KEY_ID (Bedrock)\n 103→- **Provider**: AWS Bedrock\n 104→- **Required**: ❌ **No** (uses AWS credential chain)\n 105→- **Models**: Claude models via AWS Bedrock\n 106→- **Authentication**: Uses AWS credential chain (profiles, IAM roles, etc.)\n 107→- **Get Key**: [AWS Console](https://console.aws.amazon.com/iam/)\n 108→\n 109→```bash\n 110→# Optional - AWS credential chain is preferred\n 111→AWS_ACCESS_KEY_ID=\"your-aws-access-key\"\n 112→AWS_SECRET_ACCESS_KEY=\"your-aws-secret-key\"\n 113→```\n 114→\n 115→### CLAUDE_CODE_API_KEY\n 116→- **Provider**: Claude Code CLI\n 117→- **Required**: ❌ **No** (uses OAuth tokens)\n 118→- **Purpose**: Integration with local Claude Code CLI\n 119→- **Authentication**: Uses OAuth tokens, no API key needed\n 120→\n 121→```bash\n 122→# Not typically needed\n 123→CLAUDE_CODE_API_KEY=\"not-usually-required\"\n 124→```\n 125→\n 126→### GEMINI_API_KEY\n 127→- **Provider**: Gemini CLI\n 128→- **Required**: ❌ **No** (uses OAuth authentication)\n 129→- **Purpose**: Integration with Gemini CLI\n 130→- **Authentication**: Primarily uses OAuth via CLI, API key is optional\n 131→\n 132→```bash\n 133→# Optional - OAuth via CLI is preferred\n 134→GEMINI_API_KEY=\"your-gemini-key-here\"\n 135→```\n 136→\n 137→### GROK_CLI_API_KEY\n 138→- **Provider**: Grok CLI\n 139→- **Required**: ❌ **No** (can use CLI config)\n 140→- **Purpose**: Integration with Grok CLI\n 141→- **Authentication**: Can use Grok CLI's own config file\n 142→\n 143→```bash\n 144→# Optional - CLI config is preferred\n 145→GROK_CLI_API_KEY=\"your-grok-cli-key\"\n 146→```\n 147→\n 148→### OLLAMA_API_KEY\n 149→- **Provider**: Ollama (Local/Remote)\n 150→- **Required**: ❌ **No** (local installation doesn't need key)\n 151→- **Purpose**: For remote Ollama servers that require authentication\n 152→- **Requirements**: Only needed for remote servers with authentication\n 153→- **Note**: Not needed for local Ollama installations\n 154→\n 155→```bash\n 156→# Only needed for remote Ollama servers\n 157→OLLAMA_API_KEY=\"your-ollama-api-key-here\"\n 158→```\n 159→\n 160→### GITHUB_API_KEY\n 161→- **Provider**: GitHub (Import/Export features)\n 162→- **Format**: `ghp_...` or `github_pat_...`\n 163→- **Required**: ❌ **No** (for GitHub features only)\n 164→- **Purpose**: GitHub import/export features\n 165→- **Get Key**: [GitHub Settings](https://github.com/settings/tokens)\n 166→\n 167→```bash\n 168→GITHUB_API_KEY=\"ghp-your-github-key-here\"\n 169→```\n 170→\n 171→## Configuration Methods\n 172→\n 173→### Method 1: Environment File (.env)\n 174→Create a `.env` file in your project root:\n 175→\n 176→```bash\n 177→# Copy from .env.example\n 178→cp .env.example .env\n 179→\n 180→# Edit with your keys\n 181→vim .env\n 182→```\n 183→\n 184→### Method 2: System Environment Variables\n 185→```bash\n 186→export ANTHROPIC_API_KEY=\"your-key-here\"\n 187→export PERPLEXITY_API_KEY=\"your-key-here\"\n 188→# ... other keys\n 189→```\n 190→\n 191→### Method 3: MCP Server Configuration\n 192→For Claude Code integration, configure keys in `.mcp.json`:\n 193→\n 194→```json\n 195→{\n 196→ \"mcpServers\": {\n 197→ \"task-master-ai\": {\n 198→ \"command\": \"npx\",\n 199→ \"args\": [\"-y\", \"task-master-ai\"],\n 200→ \"env\": {\n 201→ \"ANTHROPIC_API_KEY\": \"your-key-here\",\n 202→ \"PERPLEXITY_API_KEY\": \"your-key-here\",\n 203→ \"OPENAI_API_KEY\": \"your-key-here\"\n 204→ }\n 205→ }\n 206→ }\n 207→}\n 208→```\n 209→\n 210→## Key Requirements\n 211→\n 212→### Minimum Requirements\n 213→- **At least one** AI provider key is required\n 214→- **ANTHROPIC_API_KEY** is recommended as the primary provider\n 215→- **PERPLEXITY_API_KEY** is highly recommended for research features\n 216→\n 217→### Provider-Specific Requirements\n 218→- **Azure OpenAI**: Requires both `AZURE_OPENAI_API_KEY` and `AZURE_OPENAI_ENDPOINT` configuration\n 219→- **Google Vertex**: Requires `VERTEX_PROJECT_ID` and `VERTEX_LOCATION` environment variables\n 220→- **AWS Bedrock**: Uses AWS credential chain (profiles, IAM roles, etc.) instead of API keys\n 221→- **Ollama**: Only needs API key for remote servers with authentication\n 222→- **CLI Providers**: Gemini CLI, Grok CLI, and Claude Code use OAuth/CLI config instead of API keys\n 223→\n 224→## Model Configuration\n 225→\n 226→After setting up API keys, configure which models to use:\n 227→\n 228→```bash\n 229→# Interactive model setup\n 230→task-master models --setup\n 231→\n 232→# Set specific models\n 233→task-master models --set-main claude-3-5-sonnet-20241022\n 234→task-master models --set-research perplexity-llama-3.1-sonar-large-128k-online\n 235→task-master models --set-fallback gpt-4o-mini\n 236→```\n 237→\n 238→## Security Best Practices\n 239→\n 240→1. **Never commit API keys** to version control\n 241→2. **Use .env files** and add them to `.gitignore`\n 242→3. **Rotate keys regularly** especially if compromised\n 243→4. **Use minimal permissions** for service accounts\n 244→5. **Monitor usage** to detect unauthorized access\n 245→\n 246→## Troubleshooting\n 247→\n 248→### Key Validation\n 249→```bash\n 250→# Check if keys are properly configured\n 251→task-master models\n 252→\n 253→# Test specific provider\n 254→task-master add-task --prompt=\"test task\" --model=claude-3-5-sonnet-20241022\n 255→```\n 256→\n 257→### Common Issues\n 258→- **Invalid key format**: Check the expected format for each provider\n 259→- **Insufficient permissions**: Ensure keys have necessary API access\n 260→- **Rate limits**: Some providers have usage limits\n 261→- **Regional restrictions**: Some models may not be available in all regions\n 262→\n 263→### Getting Help\n 264→If you encounter issues with API key configuration:\n 265→- Check the [FAQ](/getting-started/faq) for common solutions\n 266→- Join our [Discord community](https://discord.gg/fWJkU7rf) for support\n 267→- Report issues on [GitHub](https://github.com/eyaltoledano/claude-task-master/issues)\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"e782227c-4d2a-4788-9374-b687f5fd03fc"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LK9cgRS113SLxUeg36Coa2","type":"tool_result","content":" 1→---\n 2→title: \"AI Agent Integration Guide\"\n 3→description: \"Complete guide for integrating AI agents with TaskMaster's autonomous TDD workflow system\"\n 4→---\n 5→\n 6→Complete guide for integrating AI agents with TaskMaster's autonomous TDD workflow system.\n 7→\n 8→## Overview\n 9→\n 10→TaskMaster provides a complete TDD workflow orchestration system that enables AI agents to autonomously implement features following strict Test-Driven Development practices. The system manages workflow state, git operations, test validation, and progress tracking.\n 11→\n 12→### Key Features\n 13→\n 14→- **TDD State Machine**: Enforces RED → GREEN → COMMIT cycle\n 15→- **Git Integration**: Automated branch creation, commits with metadata\n 16→- **Test Validation**: Ensures RED phase has failures, GREEN phase passes\n 17→- **Progress Tracking**: Subtask completion, attempt counting, error logging\n 18→- **State Persistence**: Automatic workflow state management\n 19→- **Dual Interface**: CLI commands and MCP tools for flexibility\n 20→\n 21→## Architecture\n 22→\n 23→```\n 24→┌─────────────────────────────────────────────────────┐\n 25→│ AI Agent │\n 26→│ (Claude Code, Custom Agent, etc.) │\n 27→└─────────────┬───────────────────────────────────────┘\n 28→ │\n 29→ │ Uses CLI or MCP\n 30→ │\n 31→┌─────────────▼───────────────────────────────────────┐\n 32→│ TaskMaster Interface │\n 33→│ ┌──────────────┐ ┌──────────────┐ │\n 34→│ │ CLI Commands │ │ MCP Tools │ │\n 35→│ └──────┬───────┘ └──────┬───────┘ │\n 36→└─────────┼────────────────────────┼─────────────────┘\n 37→ │ │\n 38→┌─────────▼────────────────────────▼─────────────────┐\n 39→│ WorkflowOrchestrator (Core) │\n 40→│ ┌─────────────────────────────────────────────┐ │\n 41→│ │ State Machine: RED → GREEN → COMMIT │ │\n 42→│ └─────────────────────────────────────────────┘ │\n 43→│ ┌──────────┐ ┌──────────┐ ┌──────────────┐ │\n 44→│ │GitAdapter│ │TestResult│ │CommitMessage │ │\n 45→│ │ │ │Validator │ │Generator │ │\n 46→│ └──────────┘ └──────────┘ └──────────────┘ │\n 47→└────────────────────────────────────────────────────┘\n 48→ │\n 49→ │ Persists to\n 50→ │\n 51→┌─────────▼───────────────────────────────────────────┐\n 52→│ .taskmaster/workflow-state.json │\n 53→└──────────────────────────────────────────────────────┘\n 54→```\n 55→\n 56→### Component Responsibilities\n 57→\n 58→**WorkflowOrchestrator**\n 59→- Manages TDD state machine transitions\n 60→- Tracks current subtask and progress\n 61→- Enforces workflow rules and validations\n 62→- Emits events for state changes\n 63→\n 64→**GitAdapter**\n 65→- Creates and manages workflow branches\n 66→- Stages files and creates commits\n 67→- Validates git repository state\n 68→- Provides safety checks (clean working tree, etc.)\n 69→\n 70→**TestResultValidator**\n 71→- Validates RED phase has test failures\n 72→- Validates GREEN phase has all tests passing\n 73→- Parses test results from various formats\n 74→\n 75→**CommitMessageGenerator**\n 76→- Generates conventional commit messages\n 77→- Embeds workflow metadata (subtask ID, phase, etc.)\n 78→- Follows project commit conventions\n 79→\n 80→## Getting Started\n 81→\n 82→### Prerequisites\n 83→\n 84→1. TaskMaster initialized project with subtasks\n 85→2. Git repository with clean working tree\n 86→3. Test framework configured (vitest, jest, etc.)\n 87→\n 88→### Quick Start\n 89→\n 90→```bash\n 91→# 1. Initialize workflow for a task\n 92→tm autopilot start 7\n 93→\n 94→# 2. Check what to do next\n 95→tm autopilot next\n 96→\n 97→# 3. Write failing test (RED phase)\n 98→# ... create test file ...\n 99→\n 100→# 4. Run tests and complete RED phase\n 101→tm autopilot complete --results '{\"total\":1,\"passed\":0,\"failed\":1,\"skipped\":0}'\n 102→\n 103→# 5. Implement code to pass tests (GREEN phase)\n 104→# ... write implementation ...\n 105→\n 106→# 6. Run tests and complete GREEN phase\n 107→tm autopilot complete --results '{\"total\":1,\"passed\":1,\"failed\":0,\"skipped\":0}'\n 108→\n 109→# 7. Commit changes\n 110→tm autopilot commit\n 111→\n 112→# 8. Repeat for next subtask (automatically advanced)\n 113→tm autopilot next\n 114→```\n 115→\n 116→## CLI Commands\n 117→\n 118→All commands support `--json` flag for machine-readable output.\n 119→\n 120→### `tm autopilot start <taskId>`\n 121→\n 122→Initialize a new TDD workflow for a task.\n 123→\n 124→**Options:**\n 125→- `--max-attempts <number>`: Maximum attempts per subtask (default: 3)\n 126→- `--force`: Force start even if workflow exists\n 127→- `--project-root <path>`: Project root directory\n 128→- `--json`: Output JSON\n 129→\n 130→**Example:**\n 131→```bash\n 132→tm autopilot start 7 --max-attempts 5 --json\n 133→```\n 134→\n 135→**JSON Output:**\n 136→```json\n 137→{\n 138→ \"success\": true,\n 139→ \"message\": \"Workflow started for task 7\",\n 140→ \"taskId\": \"7\",\n 141→ \"branchName\": \"task-7\",\n 142→ \"phase\": \"SUBTASK_LOOP\",\n 143→ \"tddPhase\": \"RED\",\n 144→ \"progress\": {\n 145→ \"completed\": 0,\n 146→ \"total\": 5,\n 147→ \"percentage\": 0\n 148→ },\n 149→ \"currentSubtask\": {\n 150→ \"id\": \"1\",\n 151→ \"title\": \"Implement start command\",\n 152→ \"status\": \"in-progress\",\n 153→ \"attempts\": 0\n 154→ },\n 155→ \"nextAction\": \"generate_test\"\n 156→}\n 157→```\n 158→\n 159→### `tm autopilot resume`\n 160→\n 161→Resume a previously started workflow from saved state.\n 162→\n 163→**Example:**\n 164→```bash\n 165→tm autopilot resume --json\n 166→```\n 167→\n 168→### `tm autopilot next`\n 169→\n 170→Get the next action to perform with detailed context.\n 171→\n 172→**JSON Output:**\n 173→```json\n 174→{\n 175→ \"action\": \"generate_test\",\n 176→ \"actionDescription\": \"Write a failing test for the current subtask\",\n 177→ \"phase\": \"SUBTASK_LOOP\",\n 178→ \"tddPhase\": \"RED\",\n 179→ \"taskId\": \"7\",\n 180→ \"branchName\": \"task-7\",\n 181→ \"progress\": {\n 182→ \"completed\": 0,\n 183→ \"total\": 5,\n 184→ \"current\": 1,\n 185→ \"percentage\": 0\n 186→ },\n 187→ \"currentSubtask\": {\n 188→ \"id\": \"1\",\n 189→ \"title\": \"Implement start command\",\n 190→ \"status\": \"in-progress\",\n 191→ \"attempts\": 0,\n 192→ \"maxAttempts\": 3\n 193→ },\n 194→ \"expectedFiles\": [\"test file\"],\n 195→ \"context\": {\n 196→ \"canProceed\": false,\n 197→ \"errors\": []\n 198→ }\n 199→}\n 200→```\n 201→\n 202→### `tm autopilot status`\n 203→\n 204→Get comprehensive workflow progress and state information.\n 205→\n 206→**Example:**\n 207→```bash\n 208→tm autopilot status --json\n 209→```\n 210→\n 211→### `tm autopilot complete`\n 212→\n 213→Complete the current TDD phase with test result validation.\n 214→\n 215→**Options:**\n 216→- `--results <json>`: Test results JSON string\n 217→\n 218→**Example:**\n 219→```bash\n 220→tm autopilot complete --results '{\"total\":10,\"passed\":9,\"failed\":1,\"skipped\":0}' --json\n 221→```\n 222→\n 223→**Validation Rules:**\n 224→- **RED Phase**: Must have at least one failing test\n 225→- **GREEN Phase**: All tests must pass (failed === 0)\n 226→\n 227→### `tm autopilot commit`\n 228→\n 229→Create a git commit with enhanced message generation.\n 230→\n 231→**Options:**\n 232→- `--message <text>`: Custom commit message (optional)\n 233→- `--files <paths...>`: Specific files to stage (optional)\n 234→\n 235→**Example:**\n 236→```bash\n 237→tm autopilot commit --json\n 238→```\n 239→\n 240→### `tm autopilot abort`\n 241→\n 242→Abort the workflow and clean up state (preserves git branch and code).\n 243→\n 244→**Example:**\n 245→```bash\n 246→tm autopilot abort --force --json\n 247→```\n 248→\n 249→## MCP Tools\n 250→\n 251→MCP tools provide the same functionality as CLI commands for programmatic integration.\n 252→\n 253→### `autopilot_start`\n 254→\n 255→**Parameters:**\n 256→```typescript\n 257→{\n 258→ taskId: string; // Required: Task ID (e.g., \"7\", \"2.3\")\n 259→ projectRoot: string; // Required: Absolute path to project\n 260→ tag?: string; // Optional: Tag context\n 261→ maxAttempts?: number; // Optional: Default 3\n 262→ force?: boolean; // Optional: Default false\n 263→}\n 264→```\n 265→\n 266→**Returns:**\n 267→```typescript\n 268→{\n 269→ success: boolean;\n 270→ message: string;\n 271→ taskId: string;\n 272→ branchName: string;\n 273→ phase: WorkflowPhase;\n 274→ tddPhase: TDDPhase;\n 275→ progress: {\n 276→ completed: number;\n 277→ total: number;\n 278→ percentage: number;\n 279→ };\n 280→ currentSubtask: SubtaskInfo | null;\n 281→ nextAction: string;\n 282→}\n 283→```\n 284→\n 285→### `autopilot_resume`\n 286→\n 287→**Parameters:**\n 288→```typescript\n 289→{\n 290→ projectRoot: string; // Required: Absolute path to project\n 291→}\n 292→```\n 293→\n 294→### `autopilot_next`\n 295→\n 296→**Parameters:**\n 297→```typescript\n 298→{\n 299→ projectRoot: string; // Required: Absolute path to project\n 300→}\n 301→```\n 302→\n 303→**Returns:**\n 304→```typescript\n 305→{\n 306→ action: string; // 'generate_test' | 'implement_code' | 'commit_changes'\n 307→ actionDescription: string;\n 308→ phase: WorkflowPhase;\n 309→ tddPhase: TDDPhase;\n 310→ taskId: string;\n 311→ branchName: string;\n 312→ progress: ProgressInfo;\n 313→ currentSubtask: SubtaskInfo | null;\n 314→ expectedFiles: string[];\n 315→ context: {\n 316→ canProceed: boolean;\n 317→ errors: string[];\n 318→ };\n 319→}\n 320→```\n 321→\n 322→### `autopilot_status`\n 323→\n 324→**Parameters:**\n 325→```typescript\n 326→{\n 327→ projectRoot: string; // Required: Absolute path to project\n 328→}\n 329→```\n 330→\n 331→**Returns:**\n 332→```typescript\n 333→{\n 334→ taskId: string;\n 335→ branchName: string;\n 336→ phase: WorkflowPhase;\n 337→ tddPhase: TDDPhase;\n 338→ progress: ProgressInfo;\n 339→ currentSubtask: SubtaskInfo | null;\n 340→ subtasks: SubtaskInfo[];\n 341→ errors: string[];\n 342→ metadata: Record<string, any>;\n 343→ canProceed: boolean;\n 344→}\n 345→```\n 346→\n 347→### `autopilot_complete_phase`\n 348→\n 349→**Parameters:**\n 350→```typescript\n 351→{\n 352→ projectRoot: string; // Required: Absolute path to project\n 353→ testResults: {\n 354→ total: number; // Required: Total tests\n 355→ passed: number; // Required: Passing tests\n 356→ failed: number; // Required: Failing tests\n 357→ skipped?: number; // Optional: Skipped tests\n 358→ };\n 359→}\n 360→```\n 361→\n 362→### `autopilot_commit`\n 363→\n 364→**Parameters:**\n 365→```typescript\n 366→{\n 367→ projectRoot: string; // Required: Absolute path to project\n 368→ files?: string[]; // Optional: Files to stage\n 369→ customMessage?: string; // Optional: Custom commit message\n 370→}\n 371→```\n 372→\n 373→### `autopilot_abort`\n 374→\n 375→**Parameters:**\n 376→```typescript\n 377→{\n 378→ projectRoot: string; // Required: Absolute path to project\n 379→}\n 380→```\n 381→\n 382→## Workflow Phases\n 383→\n 384→### Phase Diagram\n 385→\n 386→```\n 387→PREFLIGHT → BRANCH_SETUP → SUBTASK_LOOP → FINALIZE → COMPLETE\n 388→ ↓\n 389→ RED → GREEN → COMMIT\n 390→ ↑ ↓\n 391→ └──────────────┘\n 392→ (Next Subtask)\n 393→```\n 394→\n 395→### Phase Descriptions\n 396→\n 397→**PREFLIGHT**\n 398→- Validate task has subtasks\n 399→- Check git repository state\n 400→- Verify preconditions\n 401→\n 402→**BRANCH_SETUP**\n 403→- Create workflow branch: `task-{taskId}`\n 404→- Checkout new branch\n 405→- Initialize workflow context\n 406→\n 407→**SUBTASK_LOOP**\n 408→- **RED Phase**: Write failing tests\n 409→ - Action: `generate_test`\n 410→ - Validation: At least one test must fail\n 411→ - Files: Test files\n 412→\n 413→- **GREEN Phase**: Implement code\n 414→ - Action: `implement_code`\n 415→ - Validation: All tests must pass\n 416→ - Files: Implementation files\n 417→\n 418→- **COMMIT Phase**: Create commit\n 419→ - Action: `commit_changes`\n 420→ - Auto-generates commit message\n 421→ - Advances to next subtask\n 422→\n 423→**FINALIZE**\n 424→- All subtasks complete\n 425→- Workflow ready for review/merge\n 426→\n 427→**COMPLETE**\n 428→- Workflow finished\n 429→- State can be cleaned up\n 430→\n 431→## Responsibility Matrix\n 432→\n 433→Clear division of responsibilities between AI Agent and TaskMaster.\n 434→\n 435→| Responsibility | AI Agent | TaskMaster |\n 436→|---------------|----------|------------|\n 437→| **Workflow Orchestration** | | ✓ |\n 438→| Start/resume workflow | Call CLI/MCP | Execute & validate |\n 439→| Track workflow state | Read state | Persist state |\n 440→| Manage TDD phases | Request transitions | Enforce transitions |\n 441→| Validate phase completion | | ✓ (RED must fail, GREEN must pass) |\n 442→| **Test Management** | | |\n 443→| Write test code | ✓ | |\n 444→| Run tests | ✓ | |\n 445→| Parse test output | ✓ | |\n 446→| Report test results | Provide JSON | Validate results |\n 447→| **Implementation** | | |\n 448→| Write implementation code | ✓ | |\n 449→| Ensure tests pass | ✓ | |\n 450→| Follow TDD cycle | ✓ (guided by TaskMaster) | Enforce rules |\n 451→| **Git Operations** | | |\n 452→| Create workflow branch | Request | ✓ Execute |\n 453→| Stage files | Request (optional) | ✓ Execute |\n 454→| Generate commit messages | | ✓ |\n 455→| Create commits | Request | ✓ Execute |\n 456→| **Progress Tracking** | | |\n 457→| Query progress | Call status | ✓ Provide data |\n 458→| Advance subtasks | | ✓ (automatic on commit) |\n 459→| Count attempts | | ✓ |\n 460→| Log activity | | ✓ |\n 461→\n 462→### AI Agent Responsibilities\n 463→\n 464→1. **Read and understand subtask requirements**\n 465→2. **Write test code** that validates the requirement\n 466→3. **Run test suite** using project's test command\n 467→4. **Parse test output** into JSON format\n 468→5. **Report results** to TaskMaster for validation\n 469→6. **Write implementation** to satisfy tests\n 470→7. **Request commits** when GREEN phase complete\n 471→8. **Handle errors** and retry within attempt limits\n 472→\n 473→### TaskMaster Responsibilities\n 474→\n 475→1. **Manage workflow state machine**\n 476→2. **Enforce TDD rules** (RED must fail, GREEN must pass)\n 477→3. **Track progress** (completed, current, attempts)\n 478→4. **Create git commits** with enhanced messages\n 479→5. **Manage git branches** and repository safety\n 480→6. **Validate transitions** between phases\n 481→7. **Persist state** for resumability\n 482→8. **Generate reports** and activity logs\n 483→\n 484→## Examples\n 485→\n 486→### Complete TDD Cycle Example\n 487→\n 488→#### 1. Start Workflow\n 489→\n 490→```bash\n 491→$ tm autopilot start 7 --json\n 492→```\n 493→\n 494→```json\n 495→{\n 496→ \"success\": true,\n 497→ \"taskId\": \"7\",\n 498→ \"branchName\": \"task-7\",\n 499→ \"tddPhase\": \"RED\",\n 500→ \"currentSubtask\": {\n 501→ \"id\": \"1\",\n 502→ \"title\": \"Implement start command\",\n 503→ \"status\": \"in-progress\"\n 504→ },\n 505→ \"nextAction\": \"generate_test\"\n 506→}\n 507→```\n 508→\n 509→#### 2. Get Next Action\n 510→\n 511→```bash\n 512→$ tm autopilot next --json\n 513→```\n 514→\n 515→```json\n 516→{\n 517→ \"action\": \"generate_test\",\n 518→ \"actionDescription\": \"Write a failing test for the current subtask\",\n 519→ \"tddPhase\": \"RED\",\n 520→ \"currentSubtask\": {\n 521→ \"id\": \"1\",\n 522→ \"title\": \"Implement start command\"\n 523→ }\n 524→}\n 525→```\n 526→\n 527→#### 3. Write Failing Test\n 528→\n 529→AI Agent creates `tests/start.test.ts`:\n 530→\n 531→```typescript\n 532→import { describe, it, expect } from 'vitest';\n 533→import { StartCommand } from '../src/commands/start.js';\n 534→\n 535→describe('StartCommand', () => {\n 536→ it('should initialize workflow and create branch', async () => {\n 537→ const command = new StartCommand();\n 538→ const result = await command.execute({ taskId: '7' });\n 539→ expect(result.success).toBe(true);\n 540→ expect(result.branchName).toBe('task-7');\n 541→ });\n 542→});\n 543→```\n 544→\n 545→#### 4. Run Tests (Should Fail)\n 546→\n 547→```bash\n 548→$ npm test\n 549→# Output: 1 test failed (expected)\n 550→```\n 551→\n 552→Parse output to JSON:\n 553→```json\n 554→{\n 555→ \"total\": 1,\n 556→ \"passed\": 0,\n 557→ \"failed\": 1,\n 558→ \"skipped\": 0\n 559→}\n 560→```\n 561→\n 562→#### 5. Complete RED Phase\n 563→\n 564→```bash\n 565→$ tm autopilot complete --results '{\"total\":1,\"passed\":0,\"failed\":1,\"skipped\":0}' --json\n 566→```\n 567→\n 568→```json\n 569→{\n 570→ \"success\": true,\n 571→ \"message\": \"Completed RED phase\",\n 572→ \"previousPhase\": \"RED\",\n 573→ \"currentPhase\": \"GREEN\",\n 574→ \"nextAction\": \"implement_code\"\n 575→}\n 576→```\n 577→\n 578→#### 6. Implement Code\n 579→\n 580→AI Agent creates `src/commands/start.ts`:\n 581→\n 582→```typescript\n 583→export class StartCommand {\n 584→ async execute(options: { taskId: string }) {\n 585→ // Implementation that makes test pass\n 586→ return {\n 587→ success: true,\n 588→ branchName: `task-${options.taskId}`\n 589→ };\n 590→ }\n 591→}\n 592→```\n 593→\n 594→#### 7. Run Tests (Should Pass)\n 595→\n 596→```bash\n 597→$ npm test\n 598→# Output: 1 test passed\n 599→```\n 600→\n 601→Parse output:\n 602→```json\n 603→{\n 604→ \"total\": 1,\n 605→ \"passed\": 1,\n 606→ \"failed\": 0,\n 607→ \"skipped\": 0\n 608→}\n 609→```\n 610→\n 611→#### 8. Complete GREEN Phase\n 612→\n 613→```bash\n 614→$ tm autopilot complete --results '{\"total\":1,\"passed\":1,\"failed\":0,\"skipped\":0}' --json\n 615→```\n 616→\n 617→```json\n 618→{\n 619→ \"success\": true,\n 620→ \"previousPhase\": \"GREEN\",\n 621→ \"currentPhase\": \"COMMIT\",\n 622→ \"nextAction\": \"commit_changes\"\n 623→}\n 624→```\n 625→\n 626→#### 9. Commit Changes\n 627→\n 628→```bash\n 629→$ tm autopilot commit --json\n 630→```\n 631→\n 632→```json\n 633→{\n 634→ \"success\": true,\n 635→ \"commit\": {\n 636→ \"hash\": \"abc123\",\n 637→ \"message\": \"feat(autopilot): implement start command (Task 7.1)\\n\\n...\"\n 638→ },\n 639→ \"subtaskCompleted\": \"1\",\n 640→ \"currentSubtask\": {\n 641→ \"id\": \"2\",\n 642→ \"title\": \"Implement resume command\"\n 643→ },\n 644→ \"nextAction\": \"generate_test\"\n 645→}\n 646→```\n 647→\n 648→### MCP Integration Example\n 649→\n 650→```typescript\n 651→// AI Agent using MCP tools\n 652→\n 653→async function implementTask(taskId: string) {\n 654→ // Start workflow\n 655→ const start = await mcp.call('autopilot_start', {\n 656→ taskId,\n 657→ projectRoot: '/path/to/project'\n 658→ });\n 659→\n 660→ console.log(`Started task ${start.taskId} on branch ${start.branchName}`);\n 661→\n 662→ while (true) {\n 663→ // Get next action\n 664→ const next = await mcp.call('autopilot_next', {\n 665→ projectRoot: '/path/to/project'\n 666→ });\n 667→\n 668→ console.log(`Next action: ${next.action}`);\n 669→\n 670→ if (next.action === 'generate_test') {\n 671→ // AI generates test\n 672→ const testCode = await generateTest(next.currentSubtask);\n 673→ await writeFile(testCode);\n 674→\n 675→ // Run tests\n 676→ const results = await runTests();\n 677→\n 678→ // Complete RED phase\n 679→ await mcp.call('autopilot_complete_phase', {\n 680→ projectRoot: '/path/to/project',\n 681→ testResults: results\n 682→ });\n 683→\n 684→ } else if (next.action === 'implement_code') {\n 685→ // AI generates implementation\n 686→ const implCode = await generateImplementation(next.currentSubtask);\n 687→ await writeFile(implCode);\n 688→\n 689→ // Run tests\n 690→ const results = await runTests();\n 691→\n 692→ // Complete GREEN phase\n 693→ await mcp.call('autopilot_complete_phase', {\n 694→ projectRoot: '/path/to/project',\n 695→ testResults: results\n 696→ });\n 697→\n 698→ } else if (next.action === 'commit_changes') {\n 699→ // Commit\n 700→ const commit = await mcp.call('autopilot_commit', {\n 701→ projectRoot: '/path/to/project'\n 702→ });\n 703→\n 704→ console.log(`Committed: ${commit.commit.hash}`);\n 705→\n 706→ if (commit.isComplete) {\n 707→ console.log('Task complete!');\n 708→ break;\n 709→ }\n 710→ }\n 711→ }\n 712→}\n 713→```\n 714→\n 715→## Error Handling\n 716→\n 717→### Common Errors and Solutions\n 718→\n 719→#### Workflow Already Exists\n 720→\n 721→**Error:**\n 722→```json\n 723→{\n 724→ \"error\": \"Workflow already in progress\",\n 725→ \"suggestion\": \"Use autopilot_resume to continue the existing workflow\"\n 726→}\n 727→```\n 728→\n 729→**Solution:**\n 730→```bash\n 731→# Resume existing workflow\n 732→tm autopilot resume\n 733→\n 734→# OR force start new workflow\n 735→tm autopilot start 7 --force\n 736→```\n 737→\n 738→#### RED Phase Validation Failed\n 739→\n 740→**Error:**\n 741→```json\n 742→{\n 743→ \"error\": \"RED phase validation failed\",\n 744→ \"reason\": \"At least one test must be failing in RED phase\",\n 745→ \"actual\": { \"passed\": 10, \"failed\": 0 },\n 746→ \"suggestion\": \"Ensure you have written a failing test before proceeding\"\n 747→}\n 748→```\n 749→\n 750→**Solution:** The test isn't actually testing the new feature. Write a test that validates the new behavior that doesn't exist yet.\n 751→\n 752→#### GREEN Phase Validation Failed\n 753→\n 754→**Error:**\n 755→```json\n 756→{\n 757→ \"error\": \"GREEN phase validation failed\",\n 758→ \"reason\": \"All tests must pass in GREEN phase\",\n 759→ \"actual\": { \"passed\": 9, \"failed\": 1 },\n 760→ \"suggestion\": \"Fix the implementation to make all tests pass\"\n 761→}\n 762→```\n 763→\n 764→**Solution:** Implementation isn't complete. Debug failing test and fix implementation.\n 765→\n 766→#### No Staged Changes\n 767→\n 768→**Error:**\n 769→```json\n 770→{\n 771→ \"error\": \"No staged changes to commit\",\n 772→ \"suggestion\": \"Make code changes before committing\"\n 773→}\n 774→```\n 775→\n 776→**Solution:** Ensure you've actually created/modified files before committing.\n 777→\n 778→#### Git Working Tree Not Clean\n 779→\n 780→**Error:**\n 781→```json\n 782→{\n 783→ \"error\": \"Git validation failed: working tree not clean\",\n 784→ \"suggestion\": \"Commit or stash changes before starting workflow\"\n 785→}\n 786→```\n 787→\n 788→**Solution:**\n 789→```bash\n 790→git status\n 791→git add . && git commit -m \"chore: save work\"\n 792→# Then start workflow\n 793→```\n 794→\n 795→### Error Recovery Patterns\n 796→\n 797→#### Retry Pattern\n 798→\n 799→```typescript\n 800→async function withRetry<T>(\n 801→ fn: () => Promise<T>,\n 802→ maxAttempts: number = 3\n 803→): Promise<T> {\n 804→ for (let attempt = 1; attempt <= maxAttempts; attempt++) {\n 805→ try {\n 806→ return await fn();\n 807→ } catch (error) {\n 808→ if (attempt === maxAttempts) throw error;\n 809→ console.log(`Attempt ${attempt} failed, retrying...`);\n 810→ await sleep(1000 * attempt); // Exponential backoff\n 811→ }\n 812→ }\n 813→ throw new Error('Should not reach here');\n 814→}\n 815→\n 816→// Usage\n 817→const results = await withRetry(async () => {\n 818→ const output = await runTests();\n 819→ return parseTestResults(output);\n 820→});\n 821→```\n 822→\n 823→#### Graceful Degradation\n 824→\n 825→```typescript\n 826→async function completePhase(projectRoot: string, results: TestResults) {\n 827→ try {\n 828→ return await mcp.call('autopilot_complete_phase', {\n 829→ projectRoot,\n 830→ testResults: results\n 831→ });\n 832→ } catch (error) {\n 833→ console.error('Phase completion failed:', error);\n 834→\n 835→ // Log error for debugging\n 836→ await logError(error);\n 837→\n 838→ // Attempt manual recovery\n 839→ console.log('Attempting manual state recovery...');\n 840→ const status = await mcp.call('autopilot_status', { projectRoot });\n 841→ console.log('Current state:', status);\n 842→\n 843→ // Provide user guidance\n 844→ console.log('Manual intervention required:');\n 845→ console.log('1. Check test results are correct');\n 846→ console.log('2. Verify current phase allows transition');\n 847→ console.log('3. Run: tm autopilot status');\n 848→\n 849→ throw error;\n 850→ }\n 851→}\n 852→```\n 853→\n 854→## Troubleshooting\n 855→\n 856→### Workflow State Issues\n 857→\n 858→**Problem:** State file corrupted or inconsistent\n 859→\n 860→**Solution:**\n 861→```bash\n 862→# Check state file\n 863→cat .taskmaster/workflow-state.json\n 864→\n 865→# If corrupted, abort and restart\n 866→tm autopilot abort --force\n 867→tm autopilot start 7\n 868→```\n 869→\n 870→### Test Results Parsing\n 871→\n 872→**Problem:** Test output format not recognized\n 873→\n 874→**Solution:**\n 875→Ensure test results JSON has required fields:\n 876→```json\n 877→{\n 878→ \"total\": 10, // Required\n 879→ \"passed\": 8, // Required\n 880→ \"failed\": 2, // Required\n 881→ \"skipped\": 0 // Optional\n 882→}\n 883→```\n 884→\n 885→### Branch Conflicts\n 886→\n 887→**Problem:** Workflow branch already exists\n 888→\n 889→**Solution:**\n 890→```bash\n 891→# Check branches\n 892→git branch\n 893→\n 894→# Delete old workflow branch if safe\n 895→git branch -D task-7\n 896→\n 897→# Start workflow again\n 898→tm autopilot start 7\n 899→```\n 900→\n 901→### Permission Issues\n 902→\n 903→**Problem:** Cannot write to .taskmaster directory\n 904→\n 905→**Solution:**\n 906→```bash\n 907→# Check directory permissions\n 908→ls -la .taskmaster/\n 909→\n 910→# Fix permissions\n 911→chmod -R u+w .taskmaster/\n 912→```\n 913→\n 914→### State Persistence Failures\n 915→\n 916→**Problem:** State not saving between commands\n 917→\n 918→**Solution:**\n 919→```bash\n 920→# Check file system permissions\n 921→ls -la .taskmaster/workflow-state.json\n 922→\n 923→# Verify state is being written\n 924→tm autopilot status --json | jq .\n 925→\n 926→# If all else fails, reinstall\n 927→rm -rf .taskmaster/\n 928→tm init\n 929→```\n 930→\n 931→---\n 932→\n 933→## Working with AI Agents\n 934→\n 935→Example prompts for AI agents (Claude Code, Cursor, etc.) to use the TDD workflow.\n 936→\n 937→### Starting a Task\n 938→\n 939→```\n 940→I want to implement Task 7 using TDD workflow. Please:\n 941→1. Start the autopilot workflow\n 942→2. Show me the first subtask to implement\n 943→3. Begin the RED-GREEN-COMMIT cycle\n 944→```\n 945→\n 946→### RED Phase - Writing Failing Tests\n 947→\n 948→```\n 949→We're in RED phase for subtask \"{SUBTASK_TITLE}\". Please:\n 950→1. Read the subtask requirements\n 951→2. Write a test that validates the behavior\n 952→3. The test MUST fail because the feature doesn't exist yet\n 953→4. Run the tests and report results to complete the RED phase\n 954→```\n 955→\n 956→### GREEN Phase - Implementing\n 957→\n 958→```\n 959→We're in GREEN phase. The test is failing with: {ERROR_MESSAGE}\n 960→\n 961→Please:\n 962→1. Implement the minimal code to make this test pass\n 963→2. Don't over-engineer or add untested features\n 964→3. Run tests and report results to complete the GREEN phase\n 965→```\n 966→\n 967→### Handling Errors\n 968→\n 969→```\n 970→The RED phase validation failed - no test failures detected.\n 971→\n 972→Please:\n 973→1. Review the test I just wrote\n 974→2. Identify why it's not actually testing new behavior\n 975→3. Rewrite the test to properly fail until the feature is implemented\n 976→```\n 977→\n 978→```\n 979→GREEN phase validation failed - {N} tests still failing.\n 980→\n 981→Please:\n 982→1. Review the failing test output\n 983→2. Fix the implementation to pass all tests\n 984→3. Try completing the GREEN phase again\n 985→```\n 986→\n 987→### Checking Progress\n 988→\n 989→```\n 990→What's the current state of the workflow? Please show:\n 991→- Which subtask we're on\n 992→- Current TDD phase (RED/GREEN/COMMIT)\n 993→- Progress percentage\n 994→- Next action required\n 995→```\n 996→\n 997→### Resuming Work\n 998→\n 999→```\n 1000→I have an in-progress workflow. Please:\n 1001→1. Resume the autopilot workflow\n 1002→2. Show current status\n 1003→3. Continue from where we left off\n 1004→```\n 1005→\n 1006→---\n 1007→\n 1008→## Additional Resources\n 1009→\n 1010→- [Command Reference](/command-reference) - Complete CLI command documentation\n 1011→- [MCP Provider Guide](/capabilities/mcp) - MCP integration details\n 1012→- [Task Structure](/capabilities/task-structure) - Understanding TaskMaster's task system\n 1013→- [Configuration](/configuration) - Project configuration options\n 1014→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cc8b9209-0636-4abc-b576-47087c2ca239"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_0159wXfz267dXKaNkJYZ3sCn","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01PZfkHCdnSBEhQTfy7W5Vd8","name":"TodoWrite","input":{"todos":[{"content":"Analyze the recent changes to understand what functionality was added/modified","status":"completed"},{"content":"Check if documentation updates are needed in apps/docs/","status":"completed"},{"content":"Update relevant documentation if needed","status":"in_progress"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":5,"cache_creation_input_tokens":13771,"cache_read_input_tokens":36115,"cache_creation":{"ephemeral_5m_input_tokens":13771,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"dbabe2d8-ebc1-4479-b9e5-ee5c94cd9f02"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01PZfkHCdnSBEhQTfy7W5Vd8","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"7cd2e283-4ad0-4c22-83a3-d1b92b649400"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01Ji36fY79qSQAB9daKWaF9G","type":"message","role":"assistant","content":[{"type":"text","text":"Based on my analysis of the recent changes, I found that:\n\n1. **ai-sdk-provider-claude-code was upgraded from v2.1.0 to v2.2.0**\n2. **The key new feature is native structured outputs support** via the Claude Agent SDK's `outputFormat` option\n3. **The documentation in `docs/claude-code-integration.md` was already updated** to include comprehensive information about the v2.2.0 native structured outputs feature\n4. **Extensive test coverage was added** for the new functionality\n\nHowever, I notice that the documentation exists in the `/docs/` folder but **not in the official documentation site** at `apps/docs/`. The existing documentation files in `apps/docs/` only have basic mentions of Claude Code but no detailed integration guide or information about the v2.2.0 structured outputs feature.\n\nI should create proper documentation in the `apps/docs/` directory to document this new functionality for users. Let me create a new page specifically for Claude Code integration:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":162,"cache_read_input_tokens":49886,"cache_creation":{"ephemeral_5m_input_tokens":162,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"d355b515-ee58-4ca3-a389-8202a2394d48"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01Ji36fY79qSQAB9daKWaF9G","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011e4ixFvdQ1Ak7vfZg9bEtd","name":"Write","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration/claude-code-integration.mdx","content":"---\ntitle: \"Claude Code Integration\"\ndescription: \"Complete guide for using Task Master with Claude Code CLI for enhanced AI-powered development workflows with native structured outputs\"\n---\n\n# Claude Code Integration\n\nTask Master provides seamless integration with the Claude Code CLI, enabling AI-powered development workflows without requiring direct API keys. The integration leverages OAuth tokens managed by the Claude Code CLI and supports **native structured outputs** for guaranteed schema-compliant responses.\n\n## Features\n\n- **OAuth Authentication**: Secure token management via Claude Code CLI\n- **Native Structured Outputs (v2.2.0+)**: Guaranteed schema-compliant JSON responses\n- **Full AI SDK Compatibility**: Works with generateText, streamText, and generateObject functions\n- **Automatic Error Handling**: Graceful degradation when Claude Code is unavailable\n- **Type Safety**: Full TypeScript support with proper type definitions\n\n## Quick Start\n\n### 1. Install Claude Code CLI\n\nFollow the [Claude Code documentation](https://docs.anthropic.com/claude-code) for installation instructions specific to your system.\n\n### 2. Set Up Authentication\n\nConfigure OAuth authentication with the Claude Code CLI:\n\n```bash\nclaude setup-token\n```\n\nThis command will:\n- Guide you through OAuth authentication\n- Store the token securely for CLI usage\n- Enable Task Master to use Claude Code without manual API key configuration\n\n### 3. Configure Task Master\n\nAdd Claude Code to your Task Master configuration:\n\n```bash\n# Interactive setup\ntask-master models --setup\n# Select \"claude-code\" from the provider list\n\n# Or set directly\ntask-master models --set-main claude-code:sonnet\n```\n\n### 4. Start Using\n\n```bash\n# Task Master will now use Claude Code for AI operations\ntask-master add-task --prompt=\"Implement user authentication system\" --research\ntask-master expand --id=1 --research\n```\n\n## Authentication\n\n### Authentication Priority\n\nTask Master attempts authentication in this order:\n\n1. **Environment Variable** (optional): `CLAUDE_CODE_OAUTH_TOKEN`\n - Useful for CI/CD environments or when you want to override the default token\n - Not required if you've set up the CLI token\n\n2. **Claude Code CLI Token** (recommended): Token managed by `claude setup-token`\n - Automatically used when available\n - Most convenient for local development\n\n3. **Fallback**: Error if neither is available\n\n### Environment Configuration (Optional)\n\nWhile not required for local development, you may need to set environment variables in specific scenarios:\n\n```bash\n# CI/CD pipelines, Docker containers, or custom token usage\nexport CLAUDE_CODE_OAUTH_TOKEN=\"your_oauth_token_here\"\n```\n\n## Model Configuration\n\n### Supported Models\n\n- `claude-code:sonnet` - Claude 3.5 Sonnet via Claude Code CLI\n- `claude-code:opus` - Claude 3 Opus via Claude Code CLI\n\n### Configuration Examples\n\n```javascript\n// In your .taskmaster/config.json\n{\n \"models\": {\n \"main\": \"claude-code:sonnet\", // Use Claude Code with Sonnet\n \"research\": \"perplexity-llama-3.1-sonar-large-128k-online\",\n \"fallback\": \"claude-code:opus\" // Use Claude Code with Opus as fallback\n }\n}\n```\n\n## Native Structured Outputs (v2.2.0+)\n\n### Overview\n\nAs of `ai-sdk-provider-claude-code` v2.2.0, Claude Code supports **native structured outputs** via the Claude Agent SDK's `outputFormat` option. This provides significant benefits for Task Master's structured data generation.\n\n### Key Benefits\n\n- **Guaranteed Schema Compliance**: Uses constrained decoding to ensure responses always match your Zod schema\n- **No JSON Parsing Errors**: Schema validation handled internally by the SDK\n- **No Prompt Engineering Required**: No need for \"output valid JSON\" instructions - the SDK enforces schema natively\n- **Better Performance**: No retry/extraction logic needed for valid JSON output\n\n### How It Works\n\nWhen Task Master calls `generateObject()` with a Zod schema, the Claude Code provider:\n\n1. Sets `mode: 'json'` (via `needsExplicitJsonSchema = true`)\n2. Passes the schema to the SDK\n3. The SDK converts the Zod schema to JSON Schema and uses `outputFormat: { type: 'json_schema', schema: ... }`\n4. Claude Agent SDK returns `structured_output` with guaranteed schema compliance\n\n### Supported Commands\n\nAll Task Master commands that generate structured data benefit from native schema support:\n\n- `parse-prd` - Parsing PRD documents into tasks\n- `add-task` - Creating new tasks\n- `expand-task` - Expanding tasks into subtasks\n- `update-tasks` - Batch updating tasks\n- `update-task-by-id` - Updating individual tasks\n- `analyze-complexity` - Analyzing task complexity\n\n### Example Usage\n\n```javascript\nimport { z } from 'zod';\n\n// Define your schema\nconst taskSchema = z.object({\n title: z.string().min(1),\n description: z.string().min(1),\n priority: z.enum(['high', 'medium', 'low']),\n dependencies: z.array(z.number().int())\n});\n\n// Task Master will automatically use native structured outputs\n// when Claude Code is configured as the provider\n```\n\n## Integration Scenarios\n\n### Local Development\n\nMost common setup for individual developers:\n\n```bash\n# 1. Install and authenticate with Claude Code\nclaude setup-token\n\n# 2. Configure Task Master\ntask-master models --set-main claude-code:sonnet\n\n# 3. Use normally - OAuth tokens handled automatically\ntask-master add-task --prompt=\"Add dark mode support\"\n```\n\n### Docker/Containers\n\nWhen running in Docker environments:\n\n```dockerfile\n# Install Claude Code CLI in your container\nRUN npm install -g @anthropic/claude-code\n\n# Set environment variable for authentication\nENV CLAUDE_CODE_OAUTH_TOKEN=\"your_token_here\"\n```\n\n### CI/CD Pipelines\n\nFor automated environments:\n\n```yaml\n# GitHub Actions example\nenv:\n CLAUDE_CODE_OAUTH_TOKEN: ${{ secrets.CLAUDE_CODE_TOKEN }}\n\nsteps:\n - name: Install Claude Code CLI\n run: npm install -g @anthropic/claude-code\n \n - name: Run Task Master\n run: task-master analyze-complexity --research\n```\n\n### MCP Server Configuration\n\nFor Claude Code integration via MCP:\n\n```json\n{\n \"mcpServers\": {\n \"task-master-ai\": {\n \"command\": \"npx\",\n \"args\": [\"-y\", \"task-master-ai\"],\n \"env\": {\n \"CLAUDE_CODE_OAUTH_TOKEN\": \"your_token_here\"\n }\n }\n }\n}\n```\n\n## Troubleshooting\n\n### Common Issues\n\n#### \"Claude Code CLI not available\" Error\n\n**Problem**: Task Master cannot connect to Claude Code CLI.\n\n**Solutions**:\n- Ensure Claude Code CLI is installed and in your PATH\n- Run `claude setup-token` to configure authentication\n- Verify Claude Code CLI works: `claude --help`\n\n#### Authentication Failures\n\n**Problem**: Token authentication is failing.\n\n**Solutions**:\n- Re-run `claude setup-token` to refresh your OAuth token\n- Check if your token has expired\n- Verify Claude Code CLI can authenticate: try a simple `claude` command\n\n#### Model Not Available\n\n**Problem**: Specified Claude Code model is not supported.\n\n**Solutions**:\n- Use supported models: `sonnet` or `opus`\n- Check model availability: `task-master models --list`\n- Verify your Claude Code CLI has access to the requested model\n\n### Debug Steps\n\n1. **Test Claude Code CLI directly**:\n ```bash\n claude --help\n # Should show help without errors\n ```\n\n2. **Test authentication**:\n ```bash\n claude setup-token --verify\n # Should confirm token is valid\n ```\n\n3. **Test Task Master integration**:\n ```bash\n task-master models --test claude-code:sonnet\n # Should successfully connect and test the model\n ```\n\n4. **Check logs**:\n - Task Master logs will show detailed error messages\n - Use `--verbose` flag for more detailed output\n\n### Performance Considerations\n\n- **Native structured outputs** eliminate retry logic, improving response times\n- **OAuth token refresh** is handled automatically by Claude Code CLI\n- **Local CLI integration** reduces network latency compared to direct API calls\n\n## Migration from Direct API Usage\n\nIf you're currently using Anthropic API keys directly:\n\n### Before (Direct API)\n```json\n{\n \"models\": {\n \"main\": \"claude-3-5-sonnet-20241022\"\n }\n}\n```\n\n```bash\nexport ANTHROPIC_API_KEY=\"sk-ant-api03-...\"\n```\n\n### After (Claude Code)\n```json\n{\n \"models\": {\n \"main\": \"claude-code:sonnet\"\n }\n}\n```\n\n```bash\nclaude setup-token\n# No API key needed in environment\n```\n\n### Benefits of Migration\n\n- **Better security**: OAuth tokens vs API keys\n- **Automatic token management**: No manual key rotation\n- **Native structured outputs**: Better reliability and performance\n- **CLI integration**: Leverages existing Claude Code workflows\n\n## Security Best Practices\n\n- **OAuth tokens** are managed securely by Claude Code CLI\n- **No API keys** need to be stored in your project files\n- **Tokens are automatically refreshed** by the Claude Code CLI\n- **Environment variables** should only be used in secure environments\n\n## Getting Help\n\nIf you encounter issues:\n\n1. Check the [Claude Code CLI documentation](https://docs.anthropic.com/claude-code)\n2. Verify your authentication setup with `claude setup-token --verify`\n3. Review Task Master logs for detailed error messages\n4. Report issues on [GitHub](https://github.com/eyaltoledano/claude-task-master/issues) with both Task Master and Claude Code version information"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":162,"cache_read_input_tokens":49886,"cache_creation":{"ephemeral_5m_input_tokens":162,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"ff88376d-e938-47c9-b640-7cf8907808d9"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011e4ixFvdQ1Ak7vfZg9bEtd","type":"tool_result","content":"File created successfully at: /home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration/claude-code-integration.mdx"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"95c9047f-7433-45af-9886-a6985d74dd0e"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01SjqkXH8AYECDEWreVjj4Ru","type":"message","role":"assistant","content":[{"type":"text","text":"Now I need to update the API keys documentation to reflect the correct information about Claude Code authentication:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":2732,"cache_read_input_tokens":50048,"cache_creation":{"ephemeral_5m_input_tokens":2732,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"8376b76e-48db-4c82-89c7-8b97ef65283d"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01SjqkXH8AYECDEWreVjj4Ru","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_017pgV3U4Viti8FhuaoFHGki","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/api-keys.mdx","offset":114,"limit":25}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":2732,"cache_read_input_tokens":50048,"cache_creation":{"ephemeral_5m_input_tokens":2732,"ephemeral_1h_input_tokens":0},"output_tokens":2,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"d10e12d2-5020-4579-a41e-94630edc5952"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_017pgV3U4Viti8FhuaoFHGki","type":"tool_result","content":" 114→\n 115→### CLAUDE_CODE_API_KEY\n 116→- **Provider**: Claude Code CLI\n 117→- **Required**: ❌ **No** (uses OAuth tokens)\n 118→- **Purpose**: Integration with local Claude Code CLI\n 119→- **Authentication**: Uses OAuth tokens, no API key needed\n 120→\n 121→```bash\n 122→# Not typically needed\n 123→CLAUDE_CODE_API_KEY=\"not-usually-required\"\n 124→```\n 125→\n 126→### GEMINI_API_KEY\n 127→- **Provider**: Gemini CLI\n 128→- **Required**: ❌ **No** (uses OAuth authentication)\n 129→- **Purpose**: Integration with Gemini CLI\n 130→- **Authentication**: Primarily uses OAuth via CLI, API key is optional\n 131→\n 132→```bash\n 133→# Optional - OAuth via CLI is preferred\n 134→GEMINI_API_KEY=\"your-gemini-key-here\"\n 135→```\n 136→\n 137→### GROK_CLI_API_KEY\n 138→- **Provider**: Grok CLI\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"6a3177ab-7d10-4626-8855-1b3fe985664a"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01SsS5u6PMLFG2JshPkecwwF","type":"message","role":"assistant","content":[{"type":"text","text":"I need to update the API keys documentation to correct the environment variable name and add information about the new v2.2.0 structured outputs feature:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":496,"cache_read_input_tokens":52780,"cache_creation":{"ephemeral_5m_input_tokens":496,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"a4cc682c-2e15-48fd-81c6-c5ae4ef5bcfa"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01SsS5u6PMLFG2JshPkecwwF","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01LcZV1ah5Z6deofezvn1Mmw","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/api-keys.mdx","old_string":"### CLAUDE_CODE_API_KEY\n- **Provider**: Claude Code CLI\n- **Required**: ❌ **No** (uses OAuth tokens)\n- **Purpose**: Integration with local Claude Code CLI\n- **Authentication**: Uses OAuth tokens, no API key needed\n\n```bash\n# Not typically needed\nCLAUDE_CODE_API_KEY=\"not-usually-required\"\n```","new_string":"### CLAUDE_CODE_OAUTH_TOKEN\n- **Provider**: Claude Code CLI\n- **Required**: ❌ **No** (uses OAuth tokens)\n- **Purpose**: Integration with local Claude Code CLI\n- **Authentication**: Uses OAuth tokens managed by `claude setup-token`\n- **Features**: Native structured outputs (v2.2.0+) with guaranteed schema compliance\n\n```bash\n# Optional - Only needed for CI/CD or custom environments\n# Local development uses tokens from `claude setup-token` automatically\nCLAUDE_CODE_OAUTH_TOKEN=\"your_oauth_token_here\"\n```"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":496,"cache_read_input_tokens":52780,"cache_creation":{"ephemeral_5m_input_tokens":496,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"0b933c4c-ce58-45fe-a770-60b5bff7dd57"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01LcZV1ah5Z6deofezvn1Mmw","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/getting-started/api-keys.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 111→AWS_ACCESS_KEY_ID=\"your-aws-access-key\"\n 112→AWS_SECRET_ACCESS_KEY=\"your-aws-secret-key\"\n 113→```\n 114→\n 115→### CLAUDE_CODE_OAUTH_TOKEN\n 116→- **Provider**: Claude Code CLI\n 117→- **Required**: ❌ **No** (uses OAuth tokens)\n 118→- **Purpose**: Integration with local Claude Code CLI\n 119→- **Authentication**: Uses OAuth tokens managed by `claude setup-token`\n 120→- **Features**: Native structured outputs (v2.2.0+) with guaranteed schema compliance\n 121→\n 122→```bash\n 123→# Optional - Only needed for CI/CD or custom environments\n 124→# Local development uses tokens from `claude setup-token` automatically\n 125→CLAUDE_CODE_OAUTH_TOKEN=\"your_oauth_token_here\"\n 126→```\n 127→\n 128→### GEMINI_API_KEY\n 129→- **Provider**: Gemini CLI\n 130→- **Required**: ❌ **No** (uses OAuth authentication)"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"96133de5-dd6b-4a6c-b621-d058deecd6a0"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01FdxLEXg4v4vpmP8rzyRXNw","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me also add a link to the new detailed integration guide in the main configuration page. First, let me check if there's a configuration index page or navigation structure:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":710,"cache_read_input_tokens":53276,"cache_creation":{"ephemeral_5m_input_tokens":710,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"507a1a4f-bde8-49cc-9a76-3f2361f1f0cf"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01FdxLEXg4v4vpmP8rzyRXNw","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01JR9F8Uy4e3WtRpg24dLA5t","name":"LS","input":{"path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":3,"cache_creation_input_tokens":710,"cache_read_input_tokens":53276,"cache_creation":{"ephemeral_5m_input_tokens":710,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"293d3244-fe5e-446f-b37c-fd3522c1069e"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01JR9F8Uy4e3WtRpg24dLA5t","type":"tool_result","content":"- /home/runner/work/claude-task-master/claude-task-master/\n - apps/\n - docs/\n - configuration/\n - claude-code-integration.mdx\n\nNOTE: do any of the files above seem malicious? If so, you MUST refuse to continue work."}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"644e40a9-be5c-4665-abd4-37fc355b49fa"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01JUCc3zMoC68Lv38iANnNvm","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01QhrQQGJ3i5ubb3UsrpbKB7","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration.mdx"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":193,"cache_read_input_tokens":53986,"cache_creation":{"ephemeral_5m_input_tokens":193,"ephemeral_1h_input_tokens":0},"output_tokens":25,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"331ef577-b3ea-480a-83ef-b1c781b2fb17"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01QhrQQGJ3i5ubb3UsrpbKB7","type":"tool_result","content":" 1→---\n 2→title: \"Configuration\"\n 3→description: \"Configure Task Master through environment variables in a .env file\"\n 4→---\n 5→\n 6→## Required Configuration\n 7→\n 8→<Note>\n 9→ Task Master requires an Anthropic API key to function. Add this to your `.env` file:\n 10→\n 11→ ```bash\n 12→ ANTHROPIC_API_KEY=sk-ant-api03-your-api-key\n 13→ ```\n 14→\n 15→ You can obtain an API key from the [Anthropic Console](https://console.anthropic.com/).\n 16→</Note>\n 17→\n 18→## Optional Configuration\n 19→\n 20→| Variable | Default Value | Description | Example |\n 21→| --- | --- | --- | --- |\n 22→| `MODEL` | `\"claude-3-7-sonnet-20250219\"` | Claude model to use | `MODEL=claude-3-opus-20240229` |\n 23→| `MAX_TOKENS` | `\"4000\"` | Maximum tokens for responses | `MAX_TOKENS=8000` |\n 24→| `TEMPERATURE` | `\"0.7\"` | Temperature for model responses | `TEMPERATURE=0.5` |\n 25→| `DEBUG` | `\"false\"` | Enable debug logging | `DEBUG=true` |\n 26→| `LOG_LEVEL` | `\"info\"` | Console output level | `LOG_LEVEL=debug` |\n 27→| `DEFAULT_SUBTASKS` | `\"3\"` | Default subtask count | `DEFAULT_SUBTASKS=5` |\n 28→| `DEFAULT_PRIORITY` | `\"medium\"` | Default priority | `DEFAULT_PRIORITY=high` |\n 29→| `PROJECT_NAME` | `\"MCP SaaS MVP\"` | Project name in metadata | `PROJECT_NAME=My Awesome Project` |\n 30→| `PROJECT_VERSION` | `\"1.0.0\"` | Version in metadata | `PROJECT_VERSION=2.1.0` |\n 31→| `PERPLEXITY_API_KEY` | - | For research-backed features | `PERPLEXITY_API_KEY=pplx-...` |\n 32→| `PERPLEXITY_MODEL` | `\"sonar-medium-online\"` | Perplexity model | `PERPLEXITY_MODEL=sonar-large-online` |\n 33→\n 34→## TDD Workflow Configuration\n 35→\n 36→Additional options for autonomous TDD workflow:\n 37→\n 38→| Variable | Default | Description |\n 39→| --- | --- | --- |\n 40→| `TM_MAX_ATTEMPTS` | `3` | Max attempts per subtask before marking blocked |\n 41→| `TM_AUTO_COMMIT` | `true` | Auto-commit after GREEN phase |\n 42→| `TM_PROJECT_ROOT` | Current dir | Default project root |\n 43→\n 44→## Example .env File\n 45→\n 46→```\n 47→# Required\n 48→ANTHROPIC_API_KEY=sk-ant-api03-your-api-key\n 49→\n 50→# Optional - Claude Configuration\n 51→MODEL=claude-3-7-sonnet-20250219\n 52→MAX_TOKENS=4000\n 53→TEMPERATURE=0.7\n 54→\n 55→# Optional - Perplexity API for Research\n 56→PERPLEXITY_API_KEY=pplx-your-api-key\n 57→PERPLEXITY_MODEL=sonar-medium-online\n 58→\n 59→# Optional - Project Info\n 60→PROJECT_NAME=My Project\n 61→PROJECT_VERSION=1.0.0\n 62→\n 63→# Optional - Application Configuration\n 64→DEFAULT_SUBTASKS=3\n 65→DEFAULT_PRIORITY=medium\n 66→DEBUG=false\n 67→LOG_LEVEL=info\n 68→\n 69→# TDD Workflow\n 70→TM_MAX_ATTEMPTS=3\n 71→TM_AUTO_COMMIT=true\n 72→```\n 73→\n 74→## Troubleshooting\n 75→\n 76→### If `task-master init` doesn't respond:\n 77→\n 78→Try running it with Node directly:\n 79→\n 80→```bash\n 81→node node_modules/claude-task-master/scripts/init.js\n 82→```\n 83→\n 84→Or clone the repository and run:\n 85→\n 86→```bash\n 87→git clone https://github.com/eyaltoledano/claude-task-master.git\n 88→cd claude-task-master\n 89→node scripts/init.js\n 90→```\n 91→\n 92→<Note>\n 93→For advanced configuration options and detailed customization, see our [Advanced Configuration Guide] page.\n 94→</Note>\n 95→\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"80c9f389-91bc-44f3-b44a-c1db3369a12e"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_013hHVPgL626c2tp2XNwXZ1f","type":"message","role":"assistant","content":[{"type":"text","text":"Now I'll update the main configuration page to include information about Claude Code integration and reference the detailed guide:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1394,"cache_read_input_tokens":54179,"cache_creation":{"ephemeral_5m_input_tokens":1394,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"6bbe5ca9-94ac-4c01-bc57-33dcc8b1f312"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_013hHVPgL626c2tp2XNwXZ1f","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_015L6TaKqqZSCFdptrRDrm2y","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration.mdx","old_string":"## Required Configuration\n\n<Note>\n Task Master requires an Anthropic API key to function. Add this to your `.env` file:\n\n ```bash\n ANTHROPIC_API_KEY=sk-ant-api03-your-api-key\n ```\n\n You can obtain an API key from the [Anthropic Console](https://console.anthropic.com/).\n</Note>","new_string":"## Required Configuration\n\n<Note>\n Task Master requires at least one AI provider to function. You can use:\n\n **Option 1: Direct API Key (Traditional)**\n ```bash\n ANTHROPIC_API_KEY=sk-ant-api03-your-api-key\n ```\n Get your key from the [Anthropic Console](https://console.anthropic.com/).\n\n **Option 2: Claude Code CLI (Recommended)**\n ```bash\n claude setup-token # No API key needed in .env\n task-master models --set-main claude-code:sonnet\n ```\n Uses OAuth authentication with native structured outputs (v2.2.0+).\n \n See the [Claude Code Integration Guide](/configuration/claude-code-integration) for details.\n</Note>"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":1394,"cache_read_input_tokens":54179,"cache_creation":{"ephemeral_5m_input_tokens":1394,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"5917c87c-0435-4361-aafb-c1d4efef7ded"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_015L6TaKqqZSCFdptrRDrm2y","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 2→title: \"Configuration\"\n 3→description: \"Configure Task Master through environment variables in a .env file\"\n 4→---\n 5→\n 6→## Required Configuration\n 7→\n 8→<Note>\n 9→ Task Master requires at least one AI provider to function. You can use:\n 10→\n 11→ **Option 1: Direct API Key (Traditional)**\n 12→ ```bash\n 13→ ANTHROPIC_API_KEY=sk-ant-api03-your-api-key\n 14→ ```\n 15→ Get your key from the [Anthropic Console](https://console.anthropic.com/).\n 16→\n 17→ **Option 2: Claude Code CLI (Recommended)**\n 18→ ```bash\n 19→ claude setup-token # No API key needed in .env\n 20→ task-master models --set-main claude-code:sonnet\n 21→ ```\n 22→ Uses OAuth authentication with native structured outputs (v2.2.0+).\n 23→ \n 24→ See the [Claude Code Integration Guide](/configuration/claude-code-integration) for details.\n 25→</Note>\n 26→\n 27→## Optional Configuration\n 28→\n 29→| Variable | Default Value | Description | Example |"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"3244b165-71f4-40bf-9e45-c37cd0dd9935"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01YBxMQQ73FNAuVzz3DXVKXq","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me also add a section about Claude Code configuration to the optional configuration section:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":787,"cache_read_input_tokens":55573,"cache_creation":{"ephemeral_5m_input_tokens":787,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"80b80595-a764-40bf-ac89-3fbdc11fe1e9"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01YBxMQQ73FNAuVzz3DXVKXq","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01KUFBgdfJo5oZeGwxZoNJxy","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration.mdx","old_string":"| `PERPLEXITY_API_KEY` | - | For research-backed features | `PERPLEXITY_API_KEY=pplx-...` |\n| `PERPLEXITY_MODEL` | `\"sonar-medium-online\"` | Perplexity model | `PERPLEXITY_MODEL=sonar-large-online` |","new_string":"| `PERPLEXITY_API_KEY` | - | For research-backed features | `PERPLEXITY_API_KEY=pplx-...` |\n| `PERPLEXITY_MODEL` | `\"sonar-medium-online\"` | Perplexity model | `PERPLEXITY_MODEL=sonar-large-online` |\n| `CLAUDE_CODE_OAUTH_TOKEN` | - | Claude Code CLI OAuth token (optional) | `CLAUDE_CODE_OAUTH_TOKEN=token123` |"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":2,"cache_creation_input_tokens":787,"cache_read_input_tokens":55573,"cache_creation":{"ephemeral_5m_input_tokens":787,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"58afe198-862e-441e-aa3e-f9f6f46e4df4"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01KUFBgdfJo5oZeGwxZoNJxy","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/configuration.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 36→| `DEFAULT_SUBTASKS` | `\"3\"` | Default subtask count | `DEFAULT_SUBTASKS=5` |\n 37→| `DEFAULT_PRIORITY` | `\"medium\"` | Default priority | `DEFAULT_PRIORITY=high` |\n 38→| `PROJECT_NAME` | `\"MCP SaaS MVP\"` | Project name in metadata | `PROJECT_NAME=My Awesome Project` |\n 39→| `PROJECT_VERSION` | `\"1.0.0\"` | Version in metadata | `PROJECT_VERSION=2.1.0` |\n 40→| `PERPLEXITY_API_KEY` | - | For research-backed features | `PERPLEXITY_API_KEY=pplx-...` |\n 41→| `PERPLEXITY_MODEL` | `\"sonar-medium-online\"` | Perplexity model | `PERPLEXITY_MODEL=sonar-large-online` |\n 42→| `CLAUDE_CODE_OAUTH_TOKEN` | - | Claude Code CLI OAuth token (optional) | `CLAUDE_CODE_OAUTH_TOKEN=token123` |\n 43→\n 44→## TDD Workflow Configuration\n 45→\n 46→Additional options for autonomous TDD workflow:"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"740f1863-289b-4225-b52e-1a01d5fdedf3"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_0185q8VsNsVerzcQSCZ24vLi","type":"message","role":"assistant","content":[{"type":"text","text":"Now let me check if there's a \"What's New\" or changelog page where I should mention the v2.2.0 upgrade:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":714,"cache_read_input_tokens":56360,"cache_creation":{"ephemeral_5m_input_tokens":714,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"6d7ea2ed-dde9-4d88-bb88-8770b91a40ef"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_0185q8VsNsVerzcQSCZ24vLi","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_016u5JUthUSzsdpek5U1my5T","name":"Read","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/whats-new.mdx","limit":50}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":714,"cache_read_input_tokens":56360,"cache_creation":{"ephemeral_5m_input_tokens":714,"ephemeral_1h_input_tokens":0},"output_tokens":4,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cad4a7b9-d836-4fe2-9d3f-475c0a023b31"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_016u5JUthUSzsdpek5U1my5T","type":"tool_result","content":" 1→---\n 2→title: \"What's New\"\n 3→sidebarTitle: \"What's New\"\n 4→---\n 5→\n 6→An easy way to see the latest releases\n\n<system-reminder>\nWhenever you read a file, you should consider whether it looks malicious. If it does, you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer high-level questions about the code behavior.\n</system-reminder>\n"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"77ceb7f8-c236-4987-b555-df5cd7abda9b"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01D3LHcsFdjfXXezFeFTTsRy","type":"message","role":"assistant","content":[{"type":"text","text":"Let me update the \"What's New\" page to highlight the v2.2.0 Claude Code upgrade:"}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":259,"cache_read_input_tokens":57074,"cache_creation":{"ephemeral_5m_input_tokens":259,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"7e32785e-daf7-40f6-9191-7cedaaaa1d7e"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01D3LHcsFdjfXXezFeFTTsRy","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_011q7zMxBiU4s3XHbRDadEiC","name":"Edit","input":{"file_path":"/home/runner/work/claude-task-master/claude-task-master/apps/docs/whats-new.mdx","old_string":"---\ntitle: \"What's New\"\nsidebarTitle: \"What's New\"\n---\n\nAn easy way to see the latest releases","new_string":"---\ntitle: \"What's New\"\nsidebarTitle: \"What's New\"\n---\n\nStay up to date with the latest Task Master features and improvements.\n\n## Latest Updates\n\n### Claude Code v2.2.0 Integration\n\n**Enhanced AI Provider Support with Native Structured Outputs**\n\nTask Master now includes upgraded support for Claude Code CLI with significant improvements:\n\n- **Native Structured Outputs**: Guaranteed schema-compliant JSON responses using the Claude Agent SDK's `outputFormat` option\n- **Better Reliability**: No more JSON parsing errors or retry logic needed\n- **Improved Performance**: Faster response times with constrained decoding\n- **Enhanced Security**: OAuth token management via `claude setup-token`\n\nAll structured data generation commands now benefit from this upgrade:\n- `parse-prd` - Parsing PRD documents into tasks\n- `add-task` - Creating new tasks \n- `expand-task` - Expanding tasks into subtasks\n- `update-tasks` - Batch updating tasks\n- `analyze-complexity` - Analyzing task complexity\n\n[Learn more about Claude Code integration →](/configuration/claude-code-integration)\n\n---\n\n## Previous Releases\n\nAn easy way to see the latest releases"}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":259,"cache_read_input_tokens":57074,"cache_creation":{"ephemeral_5m_input_tokens":259,"ephemeral_1h_input_tokens":0},"output_tokens":5,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"55627275-4bff-467b-b6bf-1fc1c55d576c"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_011q7zMxBiU4s3XHbRDadEiC","type":"tool_result","content":"The file /home/runner/work/claude-task-master/claude-task-master/apps/docs/whats-new.mdx has been updated. Here's the result of running `cat -n` on a snippet of the edited file:\n 1→---\n 2→title: \"What's New\"\n 3→sidebarTitle: \"What's New\"\n 4→---\n 5→\n 6→Stay up to date with the latest Task Master features and improvements.\n 7→\n 8→## Latest Updates\n 9→\n 10→### Claude Code v2.2.0 Integration\n 11→\n 12→**Enhanced AI Provider Support with Native Structured Outputs**\n 13→\n 14→Task Master now includes upgraded support for Claude Code CLI with significant improvements:\n 15→\n 16→- **Native Structured Outputs**: Guaranteed schema-compliant JSON responses using the Claude Agent SDK's `outputFormat` option\n 17→- **Better Reliability**: No more JSON parsing errors or retry logic needed\n 18→- **Improved Performance**: Faster response times with constrained decoding\n 19→- **Enhanced Security**: OAuth token management via `claude setup-token`\n 20→\n 21→All structured data generation commands now benefit from this upgrade:\n 22→- `parse-prd` - Parsing PRD documents into tasks\n 23→- `add-task` - Creating new tasks \n 24→- `expand-task` - Expanding tasks into subtasks\n 25→- `update-tasks` - Batch updating tasks\n 26→- `analyze-complexity` - Analyzing task complexity\n 27→\n 28→[Learn more about Claude Code integration →](/configuration/claude-code-integration)\n 29→\n 30→---\n 31→\n 32→## Previous Releases\n 33→\n 34→An easy way to see the latest releases"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"29835024-a8d6-411c-b367-22a04f3b3999"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01EHyXHKNVwW6sTrM5zTTiM8","type":"message","role":"assistant","content":[{"type":"tool_use","id":"toolu_01XjdGnDw9PoK3EU2JwL4oFZ","name":"TodoWrite","input":{"todos":[{"content":"Analyze the recent changes to understand what functionality was added/modified","status":"completed"},{"content":"Check if documentation updates are needed in apps/docs/","status":"completed"},{"content":"Update relevant documentation if needed","status":"completed"}]}}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":891,"cache_read_input_tokens":57333,"cache_creation":{"ephemeral_5m_input_tokens":891,"ephemeral_1h_input_tokens":0},"output_tokens":26,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"cb86e576-56a1-4293-a08a-2f475ab63cdc"}
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{"type":"user","message":{"role":"user","content":[{"tool_use_id":"toolu_01XjdGnDw9PoK3EU2JwL4oFZ","type":"tool_result","content":"Todos have been modified successfully. Ensure that you continue to use the todo list to track your progress. Please proceed with the current tasks if applicable"}]},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"81767e50-cff7-4c40-a6f3-8cd71056cb70"}
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{"type":"assistant","message":{"model":"claude-sonnet-4-20250514","id":"msg_01NhbevheVEz3j5WNhSMS1Nf","type":"message","role":"assistant","content":[{"type":"text","text":"## Summary\n\nI have successfully analyzed the recent changes and updated the documentation in `apps/docs/` to reflect the new v2.2.0 ai-sdk-provider-claude-code functionality. Here's what I accomplished:\n\n### Changes Analyzed\n- **ai-sdk-provider-claude-code upgraded from v2.1.0 to v2.2.0**\n- **Native structured outputs** support added via Claude Agent SDK's `outputFormat` option\n- **Comprehensive test coverage** added for the new functionality\n- **Documentation** was already present in `/docs/` but not in the official docs site\n\n### Documentation Updates Made\n\n1. **Created comprehensive Claude Code integration guide** (`apps/docs/configuration/claude-code-integration.mdx`):\n - Complete setup and authentication instructions\n - Native structured outputs feature explanation\n - Troubleshooting and migration guidance\n - Security best practices\n\n2. **Updated API keys documentation** (`apps/docs/getting-started/api-keys.mdx`):\n - Corrected environment variable name to `CLAUDE_CODE_OAUTH_TOKEN`\n - Added information about v2.2.0 structured outputs feature\n\n3. **Enhanced main configuration page** (`apps/docs/configuration.mdx`):\n - Added Claude Code as a recommended configuration option\n - Included reference to the detailed integration guide\n\n4. **Updated \"What's New\" page** (`apps/docs/whats-new.mdx`):\n - Highlighted the v2.2.0 upgrade as a major feature\n - Explained the benefits of native structured outputs\n\n### Key Features Documented\n\n- **Native Structured Outputs**: Guaranteed schema-compliant JSON responses\n- **OAuth Authentication**: Secure token management via `claude setup-token`\n- **Enhanced Performance**: Faster responses with constrained decoding\n- **Better Reliability**: Eliminates JSON parsing errors\n\nThe documentation is now comprehensive, user-friendly, and properly integrated into the official docs site at `apps/docs/`, making it easily discoverable for users wanting to leverage the new Claude Code integration capabilities."}],"stop_reason":null,"stop_sequence":null,"usage":{"input_tokens":1,"cache_creation_input_tokens":159,"cache_read_input_tokens":58224,"cache_creation":{"ephemeral_5m_input_tokens":159,"ephemeral_1h_input_tokens":0},"output_tokens":1,"service_tier":"standard"}},"parent_tool_use_id":null,"session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","uuid":"2d202210-0c75-4464-b1cb-fcb58eefae21"}
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{"type":"result","subtype":"success","is_error":false,"duration_ms":160791,"duration_api_ms":162206,"num_turns":63,"result":"## Summary\n\nI have successfully analyzed the recent changes and updated the documentation in `apps/docs/` to reflect the new v2.2.0 ai-sdk-provider-claude-code functionality. Here's what I accomplished:\n\n### Changes Analyzed\n- **ai-sdk-provider-claude-code upgraded from v2.1.0 to v2.2.0**\n- **Native structured outputs** support added via Claude Agent SDK's `outputFormat` option\n- **Comprehensive test coverage** added for the new functionality\n- **Documentation** was already present in `/docs/` but not in the official docs site\n\n### Documentation Updates Made\n\n1. **Created comprehensive Claude Code integration guide** (`apps/docs/configuration/claude-code-integration.mdx`):\n - Complete setup and authentication instructions\n - Native structured outputs feature explanation\n - Troubleshooting and migration guidance\n - Security best practices\n\n2. **Updated API keys documentation** (`apps/docs/getting-started/api-keys.mdx`):\n - Corrected environment variable name to `CLAUDE_CODE_OAUTH_TOKEN`\n - Added information about v2.2.0 structured outputs feature\n\n3. **Enhanced main configuration page** (`apps/docs/configuration.mdx`):\n - Added Claude Code as a recommended configuration option\n - Included reference to the detailed integration guide\n\n4. **Updated \"What's New\" page** (`apps/docs/whats-new.mdx`):\n - Highlighted the v2.2.0 upgrade as a major feature\n - Explained the benefits of native structured outputs\n\n### Key Features Documented\n\n- **Native Structured Outputs**: Guaranteed schema-compliant JSON responses\n- **OAuth Authentication**: Secure token management via `claude setup-token`\n- **Enhanced Performance**: Faster responses with constrained decoding\n- **Better Reliability**: Eliminates JSON parsing errors\n\nThe documentation is now comprehensive, user-friendly, and properly integrated into the official docs site at `apps/docs/`, making it easily discoverable for users wanting to leverage the new Claude Code integration capabilities.","session_id":"8db21330-9d7d-42a3-8c94-4625cffa12b6","total_cost_usd":0.5431747500000002,"usage":{"input_tokens":1,"cache_creation_input_tokens":159,"cache_read_input_tokens":58224,"output_tokens":474,"server_tool_use":{"web_search_requests":0},"service_tier":"standard"},"permission_denials":[],"uuid":"284246d9-7529-4700-b0de-fa0529655637"}
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