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overview Claude Developer Platform · in the page models/sonnet-4-5/overview …ude Opus 4.8, Claude Opus 4.7, Claude Opus 4.6, and Claude Sonnet 4.6 support up to 300k output tokens with the output-300k-2026-03-24 beta header. * **Price / MTok:** Input / output, base price per m… overview Claude Developer Platform · in the page models/sonnet-4-6/overview …ude Opus 4.8, Claude Opus 4.7, Claude Opus 4.6, and Claude Sonnet 4.6 support up to 300k output tokens with the output-300k-2026-03-24 beta header. * **Price / MTok:** Input / output, base price per m… migration-guide Claude Developer Platform · in the page models/sonnet-5-5/migration-guide …orm.claude.com/docs/en/models/sonnet-5-5/whats-new-sonnet-5-5#feature-support) and [Prompting Claude Sonnet 5.5](https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-clau… overview Claude Developer Platform · in the page models/sonnet-5-5/overview …docs/en/models/sonnet-5-5/whats-new-sonnet-5-5#forced-tool-use-is-not-supported). * [Thinking blocks are tied to the model and the conversation](https://platform.claude.com/docs/en/models/sonnet-5-5/w… whats-new-sonnet-5-5 Claude Developer Platform · in the page models/sonnet-5-5/whats-new-sonnet-5-5 …from Claude Sonnet 5 to Claude Sonnet 5.5: breaking changes, feature support, behavior differences, pricing, and availability." --- Claude Sonnet 5.5 offers the best combination of speed and intelli… overview Claude Developer Platform · in the page models/sonnet-5/overview …ude Opus 4.8, Claude Opus 4.7, Claude Opus 4.6, and Claude Sonnet 4.6 support up to 300k output tokens with the output-300k-2026-03-24 beta header. * **Price / MTok:** Input / output, base price per m… overview Claude Developer Platform · in the page release-notes/overview …the [Release notes for Claude Apps in the Claude Help Center](https://support.claude.com/en/articles/12138966-release-notes). For updates to Claude Code, see the [complete CHANGELOG.md](https://git… claude-fable-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-fable-5 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Platform, Claude should point them… claude-fable-5-1 Claude Developer Platform · in the page release-notes/system-prompts/claude-fable-5-1 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Platform, Claude should point them… claude-haiku-3-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-haiku-3-5 …, Claude should tell them it doesn't know, and point them to "https://support.claude.com". If the human asks Claude about the Anthropic API, Claude API, or Claude Developer Platform, Claude should po… claude-haiku-4-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-haiku-4-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-haiku-5-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-haiku-5-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-opus-4 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4 …, Claude should tell them it doesn't know, and point them to 'https://support.anthropic.com'. If the person asks Claude about the Anthropic API, Claude should point them to 'https://docs.anthropic.co… claude-opus-4-1 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-1 …, Claude should tell them it doesn't know, and point them to 'https://support.anthropic.com'. If the person asks Claude about the Anthropic API, Claude should point them to 'https://docs.anthropic.co… claude-opus-4-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-5 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Developer Platform, Claude should p… claude-opus-4-6 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-6 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Developer Platform, Claude should p… claude-opus-4-7 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-7 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Platform, Claude should point them… claude-opus-4-8 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-8 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-opus-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-opus-5-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-5-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-sonnet-3-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-3-5 …ints explicitly stated in the message, quoting the human's message to support the existence of each constraint. Sometimes Claude can accidentally overlook minor changes to well-known puzzles and get t… claude-sonnet-3-7 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-3-7 …, Claude should tell them it doesn't know, and point them to 'https://support.anthropic.com'. If the person asks Claude about the Anthropic API, Claude should point them to 'https://docs.anthropic.co… claude-sonnet-4 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-4 …, Claude should tell them it doesn't know, and point them to 'https://support.anthropic.com'. If the person asks Claude about the Anthropic API, Claude should point them to 'https://docs.anthropic.co… claude-sonnet-4-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-4-5 …, Claude should tell them it doesn't know, and point them to 'https://support.claude.com'. If the person asks Claude about the Anthropic API, Claude API, or Claude Developer Platform, Claude should p… claude-sonnet-4-6 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-4-6 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-sonnet-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… claude-sonnet-5-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-5-5 …ude or Anthropic), Claude says it doesn't know and points to 'https://support.claude.com'. For Anthropic API, Claude API, or Claude Platform questions, Claude points to 'https://docs.claude.com'. Wh… handle-streaming-refusals Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/handle-streaming-refusals …_delta` events as they arrive. </Card> <Card title="Multilingual support" icon="text-aa" href="https://platform.claude.com/docs/en/build-with-claude/multilingual-support"> Serve users across… increase-consistency Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/increase-consistency …/Accordion> ## Prefill Claude's response <Note> Prefilling is not supported on Claude 4.6 and later models and [Claude Mythos Preview](https://anthropic.com/glasswing) . Use [structured… mitigate-jailbreaks Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/mitigate-jailbreaks …nstructions in a `user` turn that follows the `tool_result` block. On supported models, you can also use a [mid-conversation system message](https://platform.claude.com/docs/en/build-with-claude/mid-c… reduce-hallucinations Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/reduce-hallucinations …f its claims. You can also have Claude verify each claim by finding a supporting quote after it generates a response. If it can't find a quote, it must retract the claim. <Accordion title="Example: D… reduce-latency Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/reduce-latency …odel, the complexity of the prompt, and the underlying infrastructure supporting the model and point of interaction. <Note> It's always better to first engineer a prompt that works well without mod… reduce-prompt-leak Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/reduce-prompt-leak …ructions by prefilling the `Assistant` turn. (Note: prefilling is not supported on Claude 4.6 and later models and [Claude Mythos Preview](https://anthropic.com/glasswing).) <Accordion title="Example… Set up Claude Code for your organization Claude Code CLI · in the page admin-setup …/claude-enterprise-administrator-guide) and [seat assignment](https://support.claude.com/en/articles/11845131-use-claude-code-with-your-team-or-enterprise-plan) for those steps. | Decision | What you… Escalate hard decisions with the advisor tool Claude Code CLI · in the page advisor …nch Each of these enables the advisor for sessions whose main model [supports it](#choose-an-advisor-model). After the session starts, Claude Code shows an `Advisor Tool (experimental) is on and may… How the agent loop works Claude Code CLI · in the page agent-sdk/agent-loop …fort levels use fewer tokens per turn and reduce cost. Not all models support the effort parameter. See [Effort](https://platform.claude.com/docs/en/build-with-claude/effort) for which models support… Use Claude Code features in the SDK Claude Code CLI · in the page agent-sdk/claude-code-features …K](/docs/en/agent-sdk/skills.md) for full details. ## Hooks The SDK supports two ways to define hooks, and they run side by side: * **Filesystem hooks:** shell commands defined in `settings.json`,… Track cost and usage Claude Code CLI · in the page agent-sdk/cost-tracking …ns to the 5-minute TTL once you're drawing on [usage credits](https://support.claude.com/en/articles/12429409-extra-usage-for-paid-claude-plans). `ENABLE_PROMPT_CACHING_1H` asks for the 1-hour TTL on… Give Claude custom tools Claude Code CLI · in the page agent-sdk/custom-tools …es. In TypeScript, use `z.enum()`. In Python, the dict schema doesn't support enums, so the full JSON Schema dict is required. * **Unsupported input handling:** when a conversion pair isn't found, the… Intercept and control agent behavior with hooks Claude Code CLI · in the page agent-sdk/hooks …r the correct event type in `options.hooks` * For non-tool hooks that support matchers, like `Notification` and `SubagentStop`, matchers match against different fields, and `Stop` ignores matchers ent… Hosting the Agent SDK Claude Code CLI · in the page agent-sdk/hosting …ins, deep research that pauses and resumes over hours, and a customer support agent that loads ticket history across interactions. Tune your provider's idle timeout to how frequently you expect users… Connect to external tools with MCP Claude Code CLI · in the page agent-sdk/mcp …protocols. Check the server's documentation to see which transport it supports: * If the docs give you a **command to run** (like `npx @modelcontextprotocol/server-filesystem`), use stdio * If the do… Modifying system prompts Claude Code CLI · in the page agent-sdk/modifying-system-prompts …prompt | No `systemPrompt` option | The minimal default: tool-calling support and nothing else | "Different from Claude Code" usually means one of the following: * **Different surface**: the output… Observability with OpenTelemetry Claude Code CLI · in the page agent-sdk/observability …the Enable telemetry export example ... "OTEL_SERVICE_NAME": "support-triage-agent", "OTEL_RESOURCE_ATTRIBUTES": "service.version=1.4.0,deployment.environment=production", }, ) ```… Configure permissions Claude Code CLI · in the page agent-sdk/permissions …very tool definition is removed from the request. Tool-name globs are supported in deny rules: `"*"` matches every tool and `"mcp__*"` matches every MCP tool across all servers. | Allow rules accept… Plugins in the SDK Claude Code CLI · in the page agent-sdk/plugins …ype` field must be `"local"`, the only value the SDK accepts. The SDK supports loading multiple plugins from different locations. To use a plugin distributed through a [marketplace](/docs/en/plugins/… Agent SDK reference - Python Claude Code CLI · in the page agent-sdk/python …| Managed automatically | Manual control | | **Streaming Input** | ✅ Supported | ✅ Supported | | **Interrupts** | ❌ Not supported | ✅ Supported | | **Hooks** | ✅ Supported | ✅ Supported | | **Custom… Quickstart Claude Code CLI · in the page agent-sdk/quickstart …them, for example `npm ci --omit=optional`, gets no binary even on a supported platform. Reinstall without skipping optional dependencies, or [install Claude Code natively](/docs/en/setup.md#install-… Securely deploying AI agents Claude Code CLI · in the page agent-sdk/secure-deployment …o each agent ### Configuring Claude Code to use a proxy Claude Code supports two methods for routing sampling requests through a proxy: **Option 1: ANTHROPIC\_BASE\_URL (simple but only for samplin… Persist sessions to external storage Claude Code CLI · in the page agent-sdk/session-storage …those runs your store's retention is the only retention there is. ## Supported on The following TypeScript SDK functions accept a `sessionStore` option and operate against the store instead of the l…
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