Claude
Skills
Sign in
Back

claude-agent-sdk

Included with Lifetime
$97 forever

This skill provides comprehensive knowledge for working with the Anthropic Claude Agent SDK. It should be used when building autonomous AI agents, creating multi-step reasoning workflows, orchestrating specialized subagents, integrating custom tools and MCP servers, or implementing production-ready agentic systems with Claude Code's capabilities. Use when building coding agents, SRE systems, security auditors, incident responders, code review bots, or any autonomous system that requires programmatic interaction with Claude Code CLI, persistent sessions, tool orchestration, and fine-grained permission control. Keywords: claude agent sdk, @anthropic-ai/claude-agent-sdk, query(), createSdkMcpServer, AgentDefinition, tool(), claude subagents, mcp servers, autonomous agents, agentic loops, session management, permissionMode, canUseTool, multi-agent orchestration, settingSources, CLI not found, context length exceeded

Backend & APIs

What this skill does


# Claude Agent SDK

**Status**: Production Ready
**Last Updated**: 2025-10-25
**Dependencies**: @anthropic-ai/claude-agent-sdk, zod
**Latest Versions**: @anthropic-ai/[email protected]+, [email protected]+

---

## Quick Start (5 Minutes)

### 1. Install SDK

```bash
npm install @anthropic-ai/claude-agent-sdk zod
```

**Why these packages:**
- `@anthropic-ai/claude-agent-sdk` - Main Agent SDK
- `zod` - Type-safe schema validation for tools

### 2. Set API Key

```bash
export ANTHROPIC_API_KEY="sk-ant-..."
```

**CRITICAL:**
- API key required for all agent operations
- Never commit API keys to version control
- Use environment variables

### 3. Basic Query

```typescript
import { query } from "@anthropic-ai/claude-agent-sdk";

const response = query({
  prompt: "Analyze the codebase and suggest improvements",
  options: {
    model: "claude-sonnet-4-5",
    workingDirectory: process.cwd(),
    allowedTools: ["Read", "Grep", "Glob"]
  }
});

for await (const message of response) {
  if (message.type === 'assistant') {
    console.log(message.content);
  }
}
```

---

## The Complete Claude Agent SDK Reference

## Table of Contents

1. [Core Query API](#core-query-api)
2. [Tool Integration](#tool-integration-built-in--custom)
3. [MCP Servers](#mcp-servers-model-context-protocol)
4. [Subagent Orchestration](#subagent-orchestration)
5. [Session Management](#session-management)
6. [Permission Control](#permission-control)
7. [Filesystem Settings](#filesystem-settings)
8. [Message Types & Streaming](#message-types--streaming)
9. [Error Handling](#error-handling)
10. [Known Issues](#known-issues-prevention)

---

## Core Query API

### The `query()` Function

The primary interface for interacting with Claude Code CLI programmatically.

```typescript
import { query } from "@anthropic-ai/claude-agent-sdk";

const response = query({
  prompt: string | AsyncIterable<SDKUserMessage>,
  options?: Options
});

// Response is AsyncGenerator<SDKMessage, void>
for await (const message of response) {
  // Process streaming messages
}
```

### Basic Options

```typescript
const response = query({
  prompt: "Review this code for bugs",
  options: {
    model: "claude-sonnet-4-5",        // or "haiku", "opus"
    workingDirectory: "/path/to/project",
    systemPrompt: "You are a security-focused code reviewer.",
    allowedTools: ["Read", "Grep", "Glob"],
    disallowedTools: ["Write", "Edit", "Bash"],
    permissionMode: "default"           // or "acceptEdits", "bypassPermissions"
  }
});
```

### Model Selection

| Model | ID | Best For | Speed | Capability |
|-------|-----|----------|-------|------------|
| **Haiku** | `"haiku"` | Fast tasks, monitoring | Fastest | Basic |
| **Sonnet** | `"sonnet"` or `"claude-sonnet-4-5"` | Balanced | Medium | High |
| **Opus** | `"opus"` | Complex reasoning | Slowest | Highest |
| **Inherit** | `"inherit"` | Use parent model | - | - |

**Default**: `"sonnet"` if not specified

### System Prompts

```typescript
const response = query({
  prompt: "Implement user authentication",
  options: {
    systemPrompt: `You are an expert backend developer.

Follow these principles:
- Always use TypeScript with strict types
- Implement comprehensive error handling
- Add detailed logging for debugging
- Write unit tests for all functions
- Follow OWASP security guidelines`
  }
});
```

**CRITICAL:**
- System prompt sets agent behavior for entire session
- Should be clear and specific
- Can be 1-10k tokens (affects context window)

### Working Directory

```typescript
const response = query({
  prompt: "Refactor the user service",
  options: {
    workingDirectory: "/Users/dev/projects/my-app",
    // Agent operates within this directory
    // Relative paths resolved from here
  }
});
```

**Best Practices:**
- Use absolute paths for clarity
- Agent stays within this directory scope
- Critical for multi-project environments

---

## Tool Integration (Built-in + Custom)

### Built-in Tools

The SDK provides access to Claude Code's built-in tools:

| Tool | Description | Use Case |
|------|-------------|----------|
| `Read` | Read file contents | Code analysis |
| `Write` | Create new files | Generate code |
| `Edit` | Modify existing files | Refactoring |
| `Bash` | Execute shell commands | Run tests, git |
| `Grep` | Search file contents | Find patterns |
| `Glob` | Find files by pattern | File discovery |
| `WebSearch` | Search the web | Research |
| `WebFetch` | Fetch URL content | Documentation |
| `Task` | Delegate to subagent | Orchestration |

### Allowing/Disallowing Tools

```typescript
// Whitelist approach (recommended)
const response = query({
  prompt: "Analyze code but don't modify anything",
  options: {
    allowedTools: ["Read", "Grep", "Glob"]
    // ONLY these tools can be used
  }
});

// Blacklist approach
const response = query({
  prompt: "Review and fix issues",
  options: {
    disallowedTools: ["Bash"]
    // Everything except Bash allowed
  }
});

// Combination (allowedTools takes precedence)
const response = query({
  prompt: "Safe code review",
  options: {
    allowedTools: ["Read", "Grep", "Glob", "Edit"],
    disallowedTools: ["Edit"]  // Edit still blocked (allowedTools overridden)
  }
});
```

**CRITICAL:**
- `allowedTools` = whitelist (only these tools)
- `disallowedTools` = blacklist (everything except these)
- If both specified, `allowedTools` wins

### Custom Tool Execution Monitoring

```typescript
const response = query({
  prompt: "Implement feature X",
  options: {
    allowedTools: ["Read", "Write", "Edit", "Bash"]
  }
});

for await (const message of response) {
  if (message.type === 'tool_call') {
    console.log(`Tool requested: ${message.tool_name}`);
    console.log(`Input:`, message.input);
  } else if (message.type === 'tool_result') {
    console.log(`Tool ${message.tool_name} completed`);
  }
}
```

---

## MCP Servers (Model Context Protocol)

### Overview

MCP servers extend agent capabilities with custom tools. The SDK supports:
- **In-process servers** (`createSdkMcpServer`) - Run in same process
- **External servers** (stdio, HTTP, SSE) - Separate processes

### Creating In-Process MCP Servers

```typescript
import { createSdkMcpServer, tool } from "@anthropic-ai/claude-agent-sdk";
import { z } from "zod";

const weatherServer = createSdkMcpServer({
  name: "weather-service",
  version: "1.0.0",
  tools: [
    tool(
      "get_weather",
      "Get current weather for a location",
      {
        location: z.string().describe("City name or coordinates"),
        units: z.enum(["celsius", "fahrenheit"]).default("celsius")
      },
      async (args) => {
        // Tool implementation
        const response = await fetch(
          `https://api.weather.com/v1/current?location=${args.location}&units=${args.units}`
        );
        const data = await response.json();

        return {
          content: [{
            type: "text",
            text: `Temperature: ${data.temp}° ${args.units}
Conditions: ${data.conditions}
Humidity: ${data.humidity}%`
          }]
        };
      }
    )
  ]
});

// Use in query
const response = query({
  prompt: "What's the weather in San Francisco?",
  options: {
    mcpServers: {
      "weather-service": weatherServer
    },
    allowedTools: ["mcp__weather-service__get_weather"]
  }
});
```

### Tool Definition Pattern

```typescript
tool(
  name: string,                    // Tool identifier
  description: string,             // What the tool does
  inputSchema: ZodSchema,          // Input validation
  handler: async (args) => Result // Implementation
)
```

**Input Schema Options:**

```typescript
// Simple object schema
{
  email: z.string().email(),
  limit: z.number().min(1).max(100).default(10),
  enabled: z.boolean().optional()
}

// Complex nested schema
{
  user: z.object({
    name: z.string(),
    age: z.number().min(0)
  }),
  filters: z.array(z.string()).optional()
}

// Enum types
{
  status: z.enum(["pending", "active", "completed"]),
  p

Related in Backend & APIs