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Agent SDK human-in-the-loop example","maintainers":[{"email":"381152119@qq.com","name":"starkwang"},{"email":"yhsunshining@gmail.com","name":"yhyang"},{"email":"being99@qq.com","name":"binggg"},{"email":"liangkx8237@gmail.com","name":"fengkx"},{"email":"469835132@qq.com","name":"liuyanjie"},{"email":"ckr189@gmail.com","name":"justan"},{"email":"link1024@outlook.com","name":"woodenstone"},{"email":"miusuncle@gmail.com","name":"miusuncle"},{"email":"112287812@qq.com","name":"yuzhen"},{"email":"wedadevops@tencent.com","name":"wedabot"},{"email":"1412687451@qq.com","name":"joeyren"},{"email":"byronpiao@outlook.com","name":"byronpiao"},{"email":"yanzhuoding@gmail.com","name":"yandrewding"},{"email":"zengjoe@foxmail.com","name":"areo-joe"},{"email":"coylexie@tencent.com","name":"coylexie"},{"email":"lukejyhuang@tencent.com","name":"lukejyhuang"}],"readme":"# Claude Agent Human-in-the-Loop Example\n\nThis example demonstrates how to implement human-in-the-loop (HITL) workflows with Claude Agent SDK.\n\n## Overview\n\nWhen a user asks Claude to perform a task, the agent:\n1. Calls the `plan_execution_steps` tool to generate 10 imperative steps\n2. Returns an interrupt with the steps for user review\n3. Waits for user to enable/disable steps\n4. Continues execution with the approved steps\n5. Generates a creative description of how it will perform the task\n\n## Architecture\n\n```\nUser: \"Help me bake a cake\"\n  ↓\nClaude: Calls plan_execution_steps\n  ↓\nTool: Returns { __interrupt__: true, steps: [...] }\n  ↓\nAgent: Detects __interrupt__, emits RUN_FINISHED (interrupt)\n  ↓\nFrontend: Shows steps UI (enable/disable checkboxes)\n  ↓\nUser: Disables \"Add frosting\", clicks Continue\n  ↓\nFrontend: Sends resume({ steps: [...modified...] })\n  ↓\nAgent: Uses session ID to resume\n  ↓\nClaude: Generates creative response based on enabled steps\n```\n\n## Key Features\n\n- **Decoupled Design**: Agent doesn't know about specific tools, only detects `__interrupt__` marker\n- **Session Management**: Uses Claude SDK's native session mechanism for context preservation\n- **Generic Protocol**: Any tool can trigger interrupts by returning `__interrupt__: true`\n- **Flexible**: Easy to add new HITL scenarios without modifying the agent\n\n## Usage\n\n### Environment Variables\n\n```bash\nANTHROPIC_API_KEY=your-api-key\nCLAUDE_MODEL=claude-3-5-sonnet-20241022  # optional\n```\n\n### Running the Example\n\n```bash\n# Install dependencies\npnpm install\n\n# Build\npnpm run build\n\n# Run the server (from examples/agents/server)\ncd ../server\npnpm run dev\n```\n\n### Testing\n\n1. Open the UI: `http://localhost:5173/?agent=ts-claude-agent-human-in-the-loop`\n2. Send a message: \"Help me bake a cake\"\n3. Claude will generate 10 steps and pause\n4. Review the steps, disable any you don't want\n5. Click \"Continue\"\n6. Claude will generate a creative response based on your choices\n\n## Implementation Details\n\n### Tool Definition\n\n```typescript\nconst planExecutionStepsTool = tool(\n  \"plan_execution_steps\",\n  \"Generate 10 imperative steps for a task\",\n  { steps: z.array(z.object({ description: z.string(), status: z.literal(\"enabled\") })) },\n  async (args) => {\n    // Return __interrupt__ marker\n    return {\n      content: [{\n        type: \"text\",\n        text: JSON.stringify({\n          __interrupt__: true,\n          reason: \"Task planning requires user confirmation\",\n          steps: args.steps,\n        })\n      }],\n      isError: false,\n    };\n  }\n);\n```\n\n### Agent Configuration\n\n```typescript\nconst agent = new ClaudeAgent({\n  name: \"claude-hitl-agent\",\n  mcpServers: { hitl: createSdkMcpServer({ tools: [planExecutionStepsTool] }) },\n  systemPrompt: \"When user asks to perform a task, MUST call plan_execution_steps...\",\n  includePartialMessages: true,\n});\n```\n\n### Interrupt Detection (in ClaudeAgent)\n\n```typescript\nprivate detectInterrupt(sdkMessage: SDKMessage) {\n  if (sdkMessage.type === \"assistant\") {\n    for (const content of message.content) {\n      if (content.type === \"text\") {\n        const parsed = JSON.parse(content.text);\n        if (parsed.__interrupt__) {\n          return { id, reason, payload: parsed };\n        }\n      }\n    }\n  }\n  return null;\n}\n```\n\n### Resume (in ClaudeAgent)\n\n```typescript\nprivate async _resume(subscriber, input) {\n  const sessionId = this.sessionStore.get(threadId);\n  const resumePrompt = this.buildResumePrompt(payload);\n  \n  const agentQuery = query({\n    prompt: resumePrompt,\n    options: { resume: sessionId } // SDK auto-loads history\n  });\n  \n  // Continue processing...\n}\n```\n\n## Extending with New HITL Scenarios\n\nTo add a new HITL scenario (e.g., payment approval):\n\n```typescript\nconst approvePaymentTool = tool(\n  \"approve_payment\",\n  \"Request approval for a payment\",\n  { amount: z.number(), recipient: z.string() },\n  async (args) => {\n    return {\n      content: [{\n        type: \"text\",\n        text: JSON.stringify({\n          __interrupt__: true,\n          type: \"approve_payment\",\n          amount: args.amount,\n          recipient: args.recipient,\n        })\n      }],\n      isError: false,\n    };\n  }\n);\n```\n\nNo changes needed to `ClaudeAgent`! It automatically detects any `__interrupt__` marker.\n\n## References\n\n- [Claude Agent SDK Documentation](https://docs.claude.com/en/docs/agent-sdk)\n- [Session Management](https://platform.claude.com/docs/en/agent-sdk/sessions)\n- [AG-Kit Documentation](https://github.com/tencent/AG-Kit)\n\n","readmeFilename":"README.md"}