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Blend your MCP App with Claude's theme
Claude Documentation · title
connectors/building/mcp-apps/transparent-theming
optimizing-for-cost-and-intelligence
Claude Developer Platform · in the page
about-claude/models/optimizing-for-cost-and-intelligence
…ed binary rubrics; measured on a 50-task subset stratified across all themes, one attempt per task, 3 runs (August 2 to 3, 2026), scored on tasks no configuration refused. Claude Opus 4.6 judges under…
PDF Processing
Claude Developer Platform · in the page
agents-and-tools/agent-skills/best-practices
…s: - [ ] Step 1: Read all source documents - [ ] Step 2: Identify key themes - [ ] Step 3: Cross-reference claims - [ ] Step 4: Create structured summary - [ ] Step 5: Verify citations ``` **Step 1:…
Message Batches API
Claude Developer Platform · in the page
build-with-claude/batch-processing
…zing literary works. Your goal is to provide insightful commentary on themes, characters, and writing style.\n" }, { "type": "text…
Request 2 caches its request content (not the response)
Claude Developer Platform · in the page
build-with-claude/prompt-caching
…zing literary works. Your goal is to provide insightful commentary on themes, characters, and writing style.", "messages": [ { "role": "user", "content": "Analyze the…
claude-prompting-best-practices
Claude Developer Platform · in the page
build-with-claude/prompt-engineering/claude-prompting-best-practices
…distinctive choices that elevate the frontend's aesthetics. - Color & Theme: Commit to a cohesive aesthetic. Use CSS variables for consistency. Dominant colors with sharp accents outperform timid, eve…
prompting-claude-fable-5
Claude Developer Platform · in the page
build-with-claude/prompt-engineering/prompting-claude-fable-5
…previous sessions we've had together. Use subagents to identify core themes and lessons, and store them in [X]. Make sure you know to reference [X] for future use. ``` ## Rare cases of early stoppin…
prompting-claude-opus-4-8
Claude Developer Platform · in the page
build-with-claude/prompt-engineering/prompting-claude-opus-4-8
…cks context-specific character. Use unique fonts, cohesive colors and themes, and animations for effects and micro-interactions. </frontend_aesthetics> ``` ## Interactive coding products Claude Opus…
prompting-claude-sonnet-5
Claude Developer Platform · in the page
build-with-claude/prompt-engineering/prompting-claude-sonnet-5
…cks context-specific character. Use unique fonts, cohesive colors and themes, and animations for effects and micro-interactions. </frontend_aesthetics> ``` ## Interactive coding products Token usage…
claude-sonnet-3-5
Claude Developer Platform · in the page
release-notes/system-prompts/claude-sonnet-3-5
…ucational purposes, engaging in creative writing that involves mature themes like mild violence or tasteful romance, providing general information about topics like weapons, drugs, sex, terrorism, abu…
develop-tests
Claude Developer Platform · in the page
test-and-evaluate/develop-tests
…ice! 'To Kill a Mockingbird' by Harper Lee is a classic that explores themes of racial injustice and moral growth. How are you finding it so far?", }, { "…
Use Claude Code with a screen reader
Claude Code CLI · in the page
accessibility
…ttings for screen magnifiers, reduced motion, and colorblind-friendly themes. Claude Code has a screen reader mode that replaces its visual terminal interface with plain, linear text. Instead of boxe…
Escalate hard decisions with the advisor tool
Claude Code CLI · in the page
advisor
…ult without opening a session, set it in your settings file: ```json theme={null} { "advisorModel": "opus" } ``` ### Use the `--advisor` flag To set the advisor for a single session without chang…
How the agent loop works
Claude Code CLI · in the page
agent-sdk/agent-loop
…message types and handle results"> <CodeGroup> ```python Python theme={null} import asyncio from claude_agent_sdk import query, AssistantMessage, ResultMessage async def main():…
Use Claude Code features in the SDK
Claude Code CLI · in the page
agent-sdk/claude-code-features
…ingSources` to `["user", "project"]`: <CodeGroup> ```python Python theme={null} from claude_agent_sdk import query, ClaudeAgentOptions, AssistantMessage, ResultMessage import asyncio async…
Track cost and usage
Claude Code CLI · in the page
agent-sdk/cost-tracking
…the `result` message arrives: <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; try { for await (const message of query({ prompt: "S…
Give Claude custom tools
Claude Code CLI · in the page
agent-sdk/custom-tools
…tom tool](#call-a-custom-tool) below. <CodeGroup> ```python Python theme={null} from typing import Any import httpx from claude_agent_sdk import tool, create_sdk_mcp_server # Define a too…
Rewind file changes with checkpointing
Claude Code CLI · in the page
agent-sdk/file-checkpointing
…ange and see the rewind restore them. <CodeGroup> ```python Python theme={null} import asyncio from claude_agent_sdk import ( ClaudeSDKClient, ClaudeAgentOptions, UserMessage,…
Intercept and control agent behavior with hooks
Claude Code CLI · in the page
agent-sdk/hooks
…ny"` to block the operation (step 5): <CodeGroup> ```python Python theme={null} import asyncio from claude_agent_sdk import ( AssistantMessage, ClaudeSDKClient, ClaudeAgentOpt…
Hosting the Agent SDK
Claude Code CLI · in the page
agent-sdk/hosting
…ns need separate filesystems: <CodeGroup> ```typescript TypeScript theme={null} query({ prompt, options: { cwd: "/work/session-a" } }) ``` ```python Python theme={null} query(prompt=prompt…
Connect to external tools with MCP
Claude Code CLI · in the page
agent-sdk/mcp
…it all tools from the server. <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; for await (const message of query({ prompt: "Use the…
Migrate to Claude Agent SDK
Claude Code CLI · in the page
agent-sdk/migration-guide
…cript/JavaScript Projects **1. Uninstall the old package:** ```bash theme={null} npm uninstall @anthropic-ai/claude-code ``` **2. Install the new package:** ```bash theme={null} npm install @anthr…
Modifying system prompts
Claude Code CLI · in the page
agent-sdk/modifying-system-prompts
…d your project's conventions: <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; const messages = []; for await (const message of quer…
Observability with OpenTelemetry
Claude Code CLI · in the page
agent-sdk/observability
…he loop consumes the response stream: <CodeGroup> ```python Python theme={null} import asyncio from claude_agent_sdk import query, ClaudeAgentOptions OTEL_ENV = { "CLAUDE_CODE_ENABLE_T…
Configure permissions
Claude Code CLI · in the page
agent-sdk/permissions
…anything else is denied outright instead of prompting: ```typescript theme={null} const options = { allowedTools: ["Read", "Glob", "Grep"], permissionMode: "dontAsk" }; ``` <Warning> **`allowe…
Plugins in the SDK
Claude Code CLI · in the page
agent-sdk/plugins
…n-structure-reference) below. <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; for await (const message of query({ prompt: "Hello",…
Agent SDK reference - Python
Claude Code CLI · in the page
agent-sdk/python
…m Python fails with `error: externally-managed-environment`. ```bash theme={null} python3 -m venv .venv source .venv/bin/activate pip install claude-agent-sdk ``` For uv, Windows PowerShell, and API…
Quickstart
Claude Code CLI · in the page
agent-sdk/quickstart
…folder"> Create a new directory for this quickstart: ```bash theme={null} mkdir my-agent cd my-agent ``` For your own projects, you can run the SDK from any folder; it will h…
Securely deploying AI agents
Claude Code CLI · in the page
agent-sdk/secure-deployment
…ased allowlists for domains and filesystem paths **Setup:** ```bash theme={null} npm install @anthropic-ai/sandbox-runtime ``` Then create a configuration file specifying allowed paths and domains.…
Persist sessions to external storage
Claude Code CLI · in the page
agent-sdk/session-storage
…to read them back for resume. <CodeGroup> ```typescript TypeScript theme={null} // Exported from @anthropic-ai/claude-agent-sdk as // SessionStore, SessionKey, SessionStoreEntry, SessionSummary…
Work with sessions
Claude Code CLI · in the page
agent-sdk/sessions
…first without any explicit `resume` or session ID: ```python Python theme={null} import asyncio from claude_agent_sdk import ( ClaudeSDKClient, ClaudeAgentOptions, AssistantMessage,…
Extend agents with skills
Claude Code CLI · in the page
agent-sdk/skills
…Claude invoke only two named skills: <CodeGroup> ```python Python theme={null} options = ClaudeAgentOptions(skills=["pdf", "docx"]) ``` ```typescript TypeScript theme={null} const options…
Stream responses in real-time
Claude Code CLI · in the page
agent-sdk/streaming-output
…_block_delta`, then for `text_delta`: <CodeGroup> ```python Python theme={null} from claude_agent_sdk import query, ClaudeAgentOptions from claude_agent_sdk.types import StreamEvent import as…
Streaming Input
Claude Code CLI · in the page
agent-sdk/streaming-vs-single-mode
…quests, and handles session management. ### How It Works ```mermaid theme={null} sequenceDiagram participant App as Your Application participant Agent as Claude Agent participant Tools a…
Get structured output from agents
Claude Code CLI · in the page
agent-sdk/structured-outputs
…onGroup> <Accordion title="Without structured outputs"> ```text theme={null} Here's a classic chocolate chip cookie recipe! **Chocolate Chip Cookies** Prep time: 15 minutes | Cook t…
Subagents in the SDK
Claude Code CLI · in the page
agent-sdk/subagents
…est runner that can execute commands. <CodeGroup> ```python Python theme={null} import asyncio from claude_agent_sdk import query, ClaudeAgentOptions, AgentDefinition async def main():…
Track todos
Claude Code CLI · in the page
agent-sdk/todo-tracking
…nical name is always present. <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; try { for await (const message of query({ prom…
Scale to many tools with tool search
Claude Code CLI · in the page
agent-sdk/tool-search
…ach 5% of the context window: <CodeGroup> ```typescript TypeScript theme={null} import { query } from "@anthropic-ai/claude-agent-sdk"; try { for await (const message of query({ prom…
Agent SDK reference - TypeScript
Claude Code CLI · in the page
agent-sdk/typescript
…ents/typescript-sdk-type-links.js" defer /> ## Installation ```bash theme={null} npm install @anthropic-ai/claude-agent-sdk ``` <Note> The SDK bundles a native Claude Code binary for your platfor…
TypeScript SDK V2 session API (removed)
Claude Code CLI · in the page
agent-sdk/typescript-v2-preview
…last V2-compatible release, pin the major and minor version: ```bash theme={null} npm install @anthropic-ai/[email protected] ``` <Note> The SDK bundles a native Claude Code binary for your pla…
Handle approvals and user input
Claude Code CLI · in the page
agent-sdk/user-input
…the tool name and input as arguments: <CodeGroup> ```python Python theme={null} from claude_agent_sdk import ClaudeAgentOptions async def handle_tool_request(tool_name, input_data, context):…
Orchestrate teams of Claude Code sessions
Claude Code CLI · in the page
agent-teams
…or through [settings.json](/docs/en/settings): ```json settings.json theme={null} { "env": { "CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS": "1" } } ``` Enabling agent teams also changes ordinary de…
Manage multiple agents with agent view
Claude Code CLI · in the page
agent-view
…<Step title="Open agent view"> From your shell, run: ```bash theme={null} claude agents ``` If you haven't yet accepted the [workspace trust dialog](/docs/en/permissions#project-…
Claude Code on Amazon Bedrock
Claude Code CLI · in the page
amazon-bedrock
…g one of these methods: **Option A: AWS CLI configuration** ```bash theme={null} aws configure ``` **Option B: Environment variables (access key)** ```bash theme={null} export AWS_ACCESS_KEY_ID=yo…
Share session output as artifacts
Claude Code CLI · in the page
artifacts
…you can build](#what-you-can-build) for more patterns. ```text wrap theme={null} Make an artifact that walks through this PR with the diff annotated inline. ``` ```text wrap theme={null} Build a da…
Authentication
Claude Code CLI · in the page
authentication
…, generate a one-year OAuth token with `claude setup-token`: ```bash theme={null} claude setup-token ``` The command opens the same browser authorization flow as `/login`, and the token prints to th…
Configure auto mode
Claude Code CLI · in the page
auto-mode-config
…s in your [settings](/docs/en/settings#where-settings-live): ```json theme={null} { "permissions": { "ask": [ "Bash(git push *)", "Bash(gh pr create *)" ] } } ``` Pick the me…
Best practices for Claude Code
Claude Code CLI · in the page
best-practices
…s without making changes. ```txt title="claude (plan mode)" wrap theme={null} read /src/auth and understand how we handle sessions and login. also look at how we manage environment variab…
Champion kit
Claude Code CLI · in the page
champion-kit
…te tone and length; adapt them rather than copying verbatim. ```text theme={null} Learned today that @-mentioning a directory works. I pointed it at @src/components/ and asked which components were m…
Claude Code changelog
Claude Code CLI · in the page
changelog
…instead of the resolved plugin path * Fixed `/rename` replacing the theme's prompt border color (including a custom theme's `promptBorder`) with the default cyan; the border now keeps your theme's c…