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This skill enables autonomous Claude Agent workflows with structured outputs, type-safe schemas, and plugin hooks for reliable, verifiable responses.
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---
name: claude-agent-sdk
description: |
Build autonomous AI agents with Claude Agent SDK. Structured outputs (v0.1.45, Nov 2025) guarantee JSON schema validation, plugins system, hooks for event-driven workflows. Use when: building coding agents with validated JSON responses, SRE systems, security auditors, or troubleshooting CLI not found, structured output validation, session forking errors.
license: MIT
metadata:
version: 2.0.0
last_verified: 2025-11-22
package_version: 0.1.50
token_savings: ~70%
errors_prevented: 12
breaking_changes: v0.1.45 - Structured outputs (Nov 2025), v0.1.0 - No default system prompt, settingSources required
keywords:
- claude agent sdk
- "@anthropic-ai/claude-agent-sdk"
- structured outputs
- json schema validation
- outputFormat
- query()
- createSdkMcpServer
- AgentDefinition
- tool()
- claude subagents
- mcp servers
- autonomous agents
- plugins system
- hooks system
- session management
- session forking
- permissionMode
- canUseTool
- multi-agent orchestration
- settingSources
- CLI not found
- context length exceeded
- structured output validation
- zod schema
---
# Claude Agent SDK - Structured Outputs & Error Prevention Guide
**Package**: @anthropic-ai/[email protected] (Nov 21, 2025)
**Breaking Changes**: v0.1.45 - Structured outputs (Nov 2025), v0.1.0 - No default system prompt, settingSources required
---
## What's New in v0.1.45+ (Nov 2025)
**Major Features:**
### 1. Structured Outputs (v0.1.45, Nov 14, 2025)
- **JSON schema validation** - Guarantees responses match exact schemas
- **`outputFormat` parameter** - Define output structure with JSON schema or Zod
- **Access validated results** - Via `message.structured_output`
- **Beta header required**: `structured-outputs-2025-11-13`
- **Type safety** - Full TypeScript inference with Zod schemas
**Example:**
```typescript
import { query } from "@anthropic-ai/claude-agent-sdk";
import { z } from "zod";
const schema = z.object({
summary: z.string(),
sentiment: z.enum(['positive', 'neutral', 'negative']),
confidence: z.number().min(0).max(1)
});
const response = query({
prompt: "Analyze this code review feedback",
options: {
model: "claude-sonnet-4-5",
outputFormat: {
type: "json_schema",
json_schema: {
name: "AnalysisResult",
strict: true,
schema: zodToJsonSchema(schema)
}
}
}
});
for await (const message of response) {
if (message.type === 'result' && message.structured_output) {
// Guaranteed to match schema
const validated = schema.parse(message.structured_output);
console.log(`Sentiment: ${validated.sentiment}`);
}
}
```
### 2. Plugins System (v0.1.27)
- **`plugins` array** - Load local plugin paths
- **Custom plugin support** - Extend agent capabilities
### 3. Hooks System (v0.1.0+)
- **Event-driven callbacks** - PreToolUse, PostToolUse, Notification, UserPromptSubmit
- **Session event hooks** - Monitor and control agent behavior
### 4. Additional Options
- **`fallbackModel`** - Automatic model fallback on failures
- **`maxThinkingTokens`** - Control extended thinking budget
- **`strictMcpConfig`** - Strict MCP configuration validation
- **`continue`** - Resume with new prompt (differs from `resume`)
- **`permissionMode: 'plan'`** - New permission mode for planning workflows
š **Docs**: https://platform.claude.com/docs/en/agent-sdk/structured-outputs
---
## 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
**Key signature:**
```typescript
query(prompt: string | AsyncIterable<SDKUserMessage>, options?: Options)
-> AsyncGenerator<SDKMessage>
```
**Critical Options:**
- `outputFormat` - Structured JSON schema validation (v0.1.45+)
- `settingSources` - Filesystem settings loading ('user'|'project'|'local')
- `canUseTool` - Custom permission logic callback
- `agents` - Programmatic subagent definitions
- `mcpServers` - MCP server configuration
- `permissionMode` - 'default'|'acceptEdits'|'bypassPermissions'|'plan'
---
## Tool Integration (Built-in + Custom)
**Tool Control:**
- `allowedTools` - Whitelist (takes precedence)
- `disallowedTools` - Blacklist
- `canUseTool` - Custom permission callback (see Permission Control section)
**Built-in Tools:** Read, Write, Edit, Bash, Grep, Glob, WebSearch, WebFetch, Task, NotebookEdit, BashOutput, KillBash, ListMcpResources, ReadMcpResource
---
## MCP Servers (Model Context Protocol)
**Server Types:**
- **In-process** - `createSdkMcpServer()` with `tool()` definitions
- **External** - stdio, HTTP, SSE transport
**Tool Definition:**
```typescript
tool(name: string, description: string, zodSchema, handler)
```
**Handler Return:**
```typescript
{ content: [{ type: "text", text: "..." }], isError?: boolean }
```
### External MCP Servers (stdio)
```typescript
const response = query({
prompt: "List files and analyze Git history",
options: {
mcpServers: {
// Filesystem server
"filesystem": {
command: "npx",
args: ["@modelcontextprotocol/server-filesystem"],
env: {
ALLOWED_PATHS: "/Users/developer/projects:/tmp"
}
},
// Git operations server
"git": {
command: "npx",
args: ["@modelcontextprotocol/server-git"],
env: {
GIT_REPO_PATH: "/Users/developer/projects/my-repo"
}
}
},
allowedTools: [
"mcp__filesystem__list_files",
"mcp__filesystem__read_file",
"mcp__git__log",
"mcp__git__diff"
]
}
});
```
### External MCP Servers (HTTP/SSE)
```typescript
const response = query({
prompt: "Analyze data from remote service",
options: {
mcpServers: {
"remote-service": {
url: "https://api.example.com/mcp",
headers: {
"Authorization": "Bearer your-token-here",
"Content-Type": "application/json"
}
}
},
allowedTools: ["mcp__remote-service__analyze"]
}
});
```
### MCP Tool Naming Convention
**Format**: `mcp__<server-name>__<tool-name>`
**CRITICAL:**
- Server name and tool name MUST match configuration
- Use double underscores (`__`) as separators
- Include in `allowedTools` array
**Examples:** `mcp__weather-service__get_weather`, `mcp__filesystem__read_file`
---
## Subagent Orchestration
### AgentDefinition Type
```typescript
type AgentDefinition = {
description: string; // When to use this agent
prompt: string; // System prompt for agent
tools?: string[]; // Allowed tools (optional)
model?: 'sonnet' | 'opus' | 'haiku' | 'inherit'; // Model (optional)
}
```
**Field Details:**
- **description**: When to use agent (used by main agent for delegation)
- **prompt**: System prompt (defines role, inherits main context)
- **tools**: Allowed tools (if omitted, inherits from main agent)
- **model**: Model override (`haiku`/`sonnet`/`opus`/`inherit`)
**Usage:**
```typescript
agents: {
"security-checker": {
description: "Security audits and vulnerability scanning",
prompt: "You check security. Scan for secrets, verify OWASP compliance.",
tools: ["Read", "Grep", "Bash"],
model: "sonnet"
}
}
```
---
## Session Management
**Options:**
- `resume: sessionId` - Continue previous session
- `forkSession: true` - Create new branch from session
- `continue: prompt` - Resume with new prompt (differs from `resume`)
**Session Forking Pattern (Unique Capability):**
```typescript
// Explore alternative without modifying original
const forked = query({
prompt: "Try GraphQL instead of REST",
options: {
resume: sessionId,
forkSession: true // Creates new branch, original session unchanged
}
});
```
**Capture Session ID:**
```typescript
for await (const message of response) {
if (message.type === 'system' && message.subtype === 'init') {
sessionId = message.session_id; // Save for later resume/fork
}
}
```
---
## Permission Control
**Permission Modes:**
```typescript
type PermissionMode = "default" | "acceptEdits" | "bypassPermissions" | "plan";
```
- `default` - Standard permission checks
- `acceptEdits` - Auto-approve file edits
- `bypassPermissions` - Skip ALL checks (use in CI/CD only)
- `plan` - Planning mode (v0.1.45+)
### Custom Permission Logic
```typescript
const response = query({
prompt: "Deploy application to production",
options: {
permissionMode: "default",
canUseTool: async (toolName, input) => {
// Allow read-only operations
if (['Read', 'Grep', 'Glob'].includes(toolName)) {
return { behavior: "allow" };
}
// Deny destructive bash commands
if (toolName === 'Bash') {
const dangerous = ['rm -rf', 'dd if=', 'mkfs', '> /dev/'];
if (dangerous.some(pattern => input.command.includes(pattern))) {
return {
behavior: "deny",
message: "Destructive command blocked for safety"
};
}
}
// Require confirmation for deployments
if (input.command?.includes('deploy') || input.command?.includes('kubectl apply')) {
return {
behavior: "ask",
message: "Confirm deployment to production?"
};
}
// Allow by default
return { behavior: "allow" };
}
}
});
```
### canUseTool Callback
```typescript
type CanUseToolCallback = (
toolName: string,
input: any
) => Promise<PermissionDecision>;
type PermissionDecision =
| { behavior: "allow" }
| { behavior: "deny"; message?: string }
| { behavior: "ask"; message?: string };
```
**Examples:**
```typescript
// Block all file writes
canUseTool: async (toolName, input) => {
if (toolName === 'Write' || toolName === 'Edit') {
return { behavior: "deny", message: "No file modifications allowed" };
}
return { behavior: "allow" };
}
// Require confirmation for specific files
canUseTool: async (toolName, input) => {
const sensitivePaths = ['/etc/', '/root/', '.env', 'credentials.json'];
if ((toolName === 'Write' || toolName === 'Edit') &&
sensitivePaths.some(path => input.file_path?.includes(path))) {
return {
behavior: "ask",
message: `Modify sensitive file ${input.file_path}?`
};
}
return { behavior: "allow" };
}
// Log all tool usage
canUseTool: async (toolName, input) => {
console.log(`Tool requested: ${toolName}`, input);
await logToDatabase(toolName, input);
return { behavior: "allow" };
}
```
---
## Filesystem Settings
**Setting Sources:**
```typescript
type SettingSource = 'user' | 'project' | 'local';
```
- `user` - `~/.claude/settings.json` (global)
- `project` - `.claude/settings.json` (team-shared)
- `local` - `.claude/settings.local.json` (gitignored overrides)
**Default:** NO settings loaded (`settingSources: []`)
### Settings Priority
When multiple sources loaded, settings merge in this order (highest priority first):
1. **Programmatic options** (passed to `query()`) - Always win
2. **Local settings** (`.claude/settings.local.json`)
3. **Project settings** (`.claude/settings.json`)
4. **User settings** (`~/.claude/settings.json`)
**Example:**
```typescript
// .claude/settings.json
{
"allowedTools": ["Read", "Write", "Edit"]
}
// .claude/settings.local.json
{
"allowedTools": ["Read"] // Overrides project settings
}
// Programmatic
const response = query({
options: {
settingSources: ["project", "local"],
allowedTools: ["Read", "Grep"] // ā This wins
}
});
// Actual allowedTools: ["Read", "Grep"]
```
**Best Practice:** Use `settingSources: ["project"]` in CI/CD for consistent behavior.
---
## Message Types & Streaming
**Message Types:**
- `system` - Session init/completion (includes `session_id`)
- `assistant` - Agent responses
- `tool_call` - Tool execution requests
- `tool_result` - Tool execution results
- `error` - Error messages
- `result` - Final result (includes `structured_output` for v0.1.45+)
**Streaming Pattern:**
```typescript
for await (const message of response) {
if (message.type === 'system' && message.subtype === 'init') {
sessionId = message.session_id; // Capture for resume/fork
}
if (message.type === 'result' && message.structured_output) {
// Structured output available (v0.1.45+)
const validated = schema.parse(message.structured_output);
}
}
```
---
## Error Handling
**Error Codes:**
| Error Code | Cause | Solution |
|------------|-------|----------|
| `CLI_NOT_FOUND` | Claude Code not installed | Install: `npm install -g @anthropic-ai/claude-code` |
| `AUTHENTICATION_FAILED` | Invalid API key | Check ANTHROPIC_API_KEY env var |
| `RATE_LIMIT_EXCEEDED` | Too many requests | Implement retry with backoff |
| `CONTEXT_LENGTH_EXCEEDED` | Prompt too long | Use session compaction, reduce context |
| `PERMISSION_DENIED` | Tool blocked | Check permissionMode, canUseTool |
| `TOOL_EXECUTION_FAILED` | Tool error | Check tool implementation |
| `SESSION_NOT_FOUND` | Invalid session ID | Verify session ID |
| `MCP_SERVER_FAILED` | Server error | Check server configuration |
---
## Known Issues Prevention
This skill prevents **12** documented issues:
### Issue #1: CLI Not Found Error
**Error**: `"Claude Code CLI not installed"`
**Source**: SDK requires Claude Code CLI
**Why It Happens**: CLI not installed globally
**Prevention**: Install before using SDK: `npm install -g @anthropic-ai/claude-code`
### Issue #2: Authentication Failed
**Error**: `"Invalid API key"`
**Source**: Missing or incorrect ANTHROPIC_API_KEY
**Why It Happens**: Environment variable not set
**Prevention**: Always set `export ANTHROPIC_API_KEY="sk-ant-..."`
### Issue #3: Permission Denied Errors
**Error**: Tool execution blocked
**Source**: `permissionMode` restrictions
**Why It Happens**: Tool not allowed by permissions
**Prevention**: Use `allowedTools` or custom `canUseTool` callback
### Issue #4: Context Length Exceeded
**Error**: `"Prompt too long"`
**Source**: Input exceeds model context window
**Why It Happens**: Large codebase, long conversations
**Prevention**: SDK auto-compacts, but reduce context if needed
### Issue #5: Tool Execution Timeout
**Error**: Tool doesn't respond
**Source**: Long-running tool execution
**Why It Happens**: Tool takes too long (>5 minutes default)
**Prevention**: Implement timeout handling in tool implementations
### Issue #6: Session Not Found
**Error**: `"Invalid session ID"`
**Source**: Session expired or invalid
**Why It Happens**: Session ID incorrect or too old
**Prevention**: Capture `session_id` from `system` init message
### Issue #7: MCP Server Connection Failed
**Error**: Server not responding
**Source**: Server not running or misconfigured
**Why It Happens**: Command/URL incorrect, server crashed
**Prevention**: Test MCP server independently, verify command/URL
### Issue #8: Subagent Definition Errors
**Error**: Invalid AgentDefinition
**Source**: Missing required fields
**Why It Happens**: `description` or `prompt` missing
**Prevention**: Always include `description` and `prompt` fields
### Issue #9: Settings File Not Found
**Error**: `"Cannot read settings"`
**Source**: Settings file doesn't exist
**Why It Happens**: `settingSources` includes non-existent file
**Prevention**: Check file exists before including in sources
### Issue #10: Tool Name Collision
**Error**: Duplicate tool name
**Source**: Multiple tools with same name
**Why It Happens**: Two MCP servers define same tool name
**Prevention**: Use unique tool names, prefix with server name
### Issue #11: Zod Schema Validation Error
**Error**: Invalid tool input
**Source**: Input doesn't match Zod schema
**Why It Happens**: Agent provided wrong data type
**Prevention**: Use descriptive Zod schemas with `.describe()`
### Issue #12: Filesystem Permission Denied
**Error**: Cannot access path
**Source**: Restricted filesystem access
**Why It Happens**: Path outside `workingDirectory` or no permissions
**Prevention**: Set correct `workingDirectory`, check file permissions
---
## Official Documentation
- **Agent SDK Overview**: https://platform.claude.com/docs/en/api/agent-sdk/overview
- **TypeScript API**: https://platform.claude.com/docs/en/api/agent-sdk/typescript
- **Structured Outputs**: https://platform.claude.com/docs/en/agent-sdk/structured-outputs
- **GitHub (TypeScript)**: https://github.com/anthropics/claude-agent-sdk-typescript
- **CHANGELOG**: https://github.com/anthropics/claude-agent-sdk-typescript/blob/main/CHANGELOG.md
---
**Token Efficiency**:
- **Without skill**: ~12,000 tokens (MCP setup, permission patterns, session forking, structured outputs, error handling)
- **With skill**: ~3,600 tokens (focused on v0.1.45+ features + error prevention + advanced patterns)
- **Savings**: ~70% (~8,400 tokens)
**Errors prevented**: 12 documented issues with exact solutions
**Key value**: Structured outputs (v0.1.45+), session forking, canUseTool patterns, settingSources priority, MCP naming, error codes
---
**Last verified**: 2025-11-22 | **Skill version**: 2.0.0 | **Changes**: Added v0.1.45 structured outputs, plugins, hooks, new options. Removed tutorial/basic examples (~750 lines). Focused on knowledge gaps + error prevention + advanced patterns.
This skill describes the Claude Agent SDK for building autonomous AI agents with validated structured outputs and robust error prevention. It highlights v0.1.45 structured output features including JSON schema validation, plugins, and hooks for event-driven workflows. The content focuses on practical configuration, session management, permissions, and common failure modes.
The SDK exposes a query API that streams messages and enforces structured outputs via an outputFormat option and a required beta header. JSON schemas or Zod definitions produce guaranteed validated results accessible on message.structured_output. The SDK also supports plugin loading, MCP server integration (in-process, stdio, HTTP/SSE), tool permission callbacks, and session forking/resume controls.
What header is required for structured outputs?
Use the beta header structured-outputs-2025-11-13 to enable validated structured outputs.
How do I access validated output in streaming responses?
Iterate the async generator and read message.structured_output when message.type === 'result'; parse it with your Zod schema or schema validator.