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Claude Developer Platform · title
build-with-claude/embeddings
Automatically handles tool execution loop
Claude Developer Platform · title
cli-sdks-libraries/sdks/ruby
Configure auto mode
Claude Code CLI · title
auto-mode-config
Automate actions with hooks
Claude Code CLI · title
hooks-guide
Automate work with routines
Claude Code CLI · title
routines
How to Automate Publishing with GitHub Actions
Model Context Protocol · title
registry/github-actions
glossary
Claude Developer Platform · in the page
about-claude/glossary
…anguage models on a large unlabeled corpus of text. In Claude's case, autoregressive language models (such as Claude's underlying model) are pretrained to predict the next word, given the previous con…
choosing-a-model
Claude Developer Platform · in the page
about-claude/models/choosing-a-model
…ere accuracy outweighs cost considerations * Advanced coding and high-autonomy agentic work <Note> The [effort parameter](https://platform.claude.com/docs/en/build-with-claude/effort) defaults to `…
Or, for the model with the same capabilities and no access approval requirement:
Claude Developer Platform · in the page
about-claude/models/migration-guide
…anges beyond updating the model name are required. </Note> <Tip> **Automate your migration with the Claude API skill.** In Claude Code, run `/claude-api migrate` to invoke the bundled [Claude API s…
optimizing-for-cost-and-intelligence
Claude Developer Platform · in the page
about-claude/models/optimizing-for-cost-and-intelligence
…he duration instead. #### Turn on caching Setup takes little work. [Automatic caching](https://platform.claude.com/docs/en/build-with-claude/prompt-caching#automatic-caching) places breakpoints for…
pricing
Claude Developer Platform · in the page
about-claude/pricing
…ndard input price. There are two ways to enable prompt caching: * **Automatic caching:** Add a single `cache_control` field at the top level of your request. The system automatically manages cache b…
content-moderation
Claude Developer Platform · in the page
about-claude/use-case-guides/content-moderation
…the aggressiveness of your moderation. For example, you might want to automatically block user queries that are deemed high risk, while users with many medium risk queries are flagged for human review…
customer-support-chat
Claude Developer Platform · in the page
about-claude/use-case-guides/customer-support-chat
…are some key indicators that you should employ an LLM like Claude to automate portions of your customer support process: <AccordionGroup> <Accordion title="High volume of repetitive queries">…
Create the full URL from the GitHub repository
Claude Developer Platform · in the page
about-claude/use-case-guides/legal-summarization
…fficiency is crucial. </Accordion> <Accordion title="You require automated extraction of key metadata"> Claude can efficiently extract and categorize important metadata from legal documents,…
Create an instance of the Claude API client
Claude Developer Platform · in the page
about-claude/use-case-guides/ticket-routing
…explanations for its classification decisions, building trust in the automation system and facilitating easy adaptation if needed. </Accordion> <Accordion title="You want to handle edge cases an…
claude-api-skill
Claude Developer Platform · in the page
agents-and-tools/agent-skills/claude-api-skill
…ad. ## When the skill activates The skill activates in two ways: **Automatic activation** occurs when: * Your code imports an Anthropic SDK (`anthropic` for Python, `@anthropic-ai/sdk` for TypeScr…
enterprise
Claude Developer Platform · in the page
agents-and-tools/agent-skills/enterprise
…# Skill content scanning Claude Enterprise organizations can turn on automated security scanning for custom Skills in claude.ai and Claude Cowork. The feature is in beta. After you turn on **Skill an…
PDF Processing
Claude Developer Platform · in the page
agents-and-tools/agent-skills/overview
…etadata, and optional resources (scripts, templates) that Claude uses automatically when relevant. --- <Note> For how zero data retention (ZDR) applies to this feature, see [API and data retention]…
quickstart
Claude Developer Platform · in the page
agents-and-tools/agent-skills/quickstart
…code execution tool page. </Note> When you make this request, Claude automatically matches your task to the relevant Skill. Because you asked for a presentation, Claude determines the PowerPoint Skil…
mcp-connector
Claude Developer Platform · in the page
agents-and-tools/mcp-connector
…/agents-and-tools/tool-use/tool-runner), which handles tool execution automatically: <CodeGroup exclude="shell"> ```python Python from anthropic.lib.tools.mcp import async_mcp_tool from mcp imp…
console
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/console
…etches the tunnel token, and generates and registers a CA certificate automatically. Requires permission to manage federation rules, a registered OIDC issuer, and a federation rule with the `workspace…
Edit docker-compose.yaml: increment the integer in the setup service's
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/deploy-compose
…61d291961182ec3fe9c505e1dd02c8ac31b0 command: tunnel --no-autoupdate run --url http://localhost:8080 environment: - TUNNEL_TOKEN # Share the proxy's n…
deploy-helm
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/deploy-helm
…m install` blocks until it completes. On success Helm deletes the Job automatically. If `helm install` fails with a hook error, see [Setup component authentication failures](https://platform.claude.co…
overview
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/overview
…etches the tunnel token, and generates and registers a CA certificate automatically. Requires permission to manage federation rules, a registered OIDC issuer, and a federation rule with the `workspace…
quickstart
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/quickstart
…61d291961182ec3fe9c505e1dd02c8ac31b0 command: tunnel --no-autoupdate run --url http://localhost:8080 environment: - TUNNEL_TOKEN network_mode: "servic…
reference
Claude Developer Platform · in the page
agents-and-tools/mcp-tunnels/reference
…ols/mcp-tunnels/concepts#components) generates compliant certificates automatically. These requirements apply only if you issue certificates through your own PKI. ### CA certificate Upload with `POS…
advisor-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/advisor-tool
…ty. The server constructs the advisor's view from the full transcript automatically. Nothing the executor puts in `input` reaches the advisor. ### Result variants The `advisor_tool_result.content` f…
bash-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/bash-tool
…kflows:** Run build commands, tests, and development tools * **System automation:** Execute scripts, manage files, automate tasks * **Data processing:** Process files, run analysis scripts, manage dat…
browser-use-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/browser-use-tool
…mber-tools). Your application runs every call against its own browser automation; nothing runs on Anthropic's side. It isn't currently available in [Claude Managed Agents](https://platform.claude.com/…
build-a-tool-using-agent
Claude Developer Platform · in the page
agents-and-tools/tool-use/build-a-tool-using-agent
…max_tokens: 1024, tools: $tools, tool_choice: {type: "auto", disable_parallel_tool_use: true}, messages: [{role: "user", content: $msg}] }')") # When Claude calls a to…
code-execution-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/code-execution-tool
…runs, the API provisions the code execution it needs for the request automatically, so you don't add the code execution tool to your request for it. <Note> Reach out through the [feedback form](ht…
computer-use-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/computer-use-tool
…which provides screenshot capabilities and mouse/keyboard control for autonomous desktop interaction. The computer use tool is an Anthropic-defined [client toolset](https://platform.claude.com/docs/e…
define-tools
Claude Developer Platform · in the page
agents-and-tools/tool-use/define-tools
…ith the `tool_choice` parameter, there are four possible options: * `auto` allows Claude to decide whether to call any provided tools or not. This is the default value when `tools` are provided. * `a…
fine-grained-tool-streaming
Claude Developer Platform · in the page
agents-and-tools/tool-use/fine-grained-tool-streaming
…// the SDK's MessageContentAggregator can also accumulate tool input automatically. var toolInputs = new Dictionary<long, StringBuilder>(); await foreach (var streamEvent in client.Messages.Crea…
handle-tool-calls
Claude Developer Platform · in the page
agents-and-tools/tool-use/handle-tool-calls
…eply, and signaling errors. For the SDK abstraction that handles this automatically, see [Tool Runner](https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-runner). <Note> **Simpler w…
memory-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/memory-tool
…e over time ## How it works When the memory tool is enabled, Claude automatically checks its memory directory before starting a task. As it works, Claude stores what it learns in files under `/memor…
overview
Claude Developer Platform · in the page
agents-and-tools/tool-use/overview
…# Ask for at most one tool call per turn. tool_choice: {type: "auto", disable_parallel_tool_use: true}, messages: [{role: "user", content: $msg}] }')") TOOL_USE=$(echo "$RESPONSE" |…
parallel-tool-use
Claude Developer Platform · in the page
agents-and-tools/tool-use/parallel-tool-use
…choice` type. ### At most one tool call When `tool_choice` type is `auto` (the default), setting `disable_parallel_tool_use: true` means Claude calls at most one tool per response. Claude can still…
server-tools
Claude Developer Platform · in the page
agents-and-tools/tool-use/server-tools
…use `example.com` instead of `https://example.com`). * Subdomains are automatically included (`example.com` covers `docs.example.com`). * Specific subdomains restrict results to only that subdomain (`…
text-editor-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/text-editor-tool
…n**: Let Claude help you convert files from one format to another * **Automate documentation**: Set up workflows for Claude to automatically document your code The text editor tool enables Claude to…
tool-reference
Claude Developer Platform · in the page
agents-and-tools/tool-use/tool-reference
…`tool_choice` of type `tool` that names the toolset or a member (use `auto`, `any`, or `none`). * Two entries of the same toolset, or another tool that carries that toolset's name: a tool named `compu…
Log at info level
Claude Developer Platform · in the page
agents-and-tools/tool-use/tool-runner
…ol runner to handle the agentic loop, error wrapping, and type safety automatically. --- The tool runner handles the agentic loop, error wrapping, and type safety so you don't have to. When you need…
tool-search-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/tool-search-tool
…by default; Claude can set a `limit` in its search input). 6. The API automatically expands these references into full tool definitions. 7. Claude selects from the discovered tools and calls them. ##…
tool-use-with-prompt-caching
Claude Developer Platform · in the page
agents-and-tools/tool-use/tool-use-with-prompt-caching
…efore the variation point. </Note> ## Server tool results are cached automatically When your request has prompt caching enabled and Claude uses a [server tool](https://platform.claude.com/docs/en/ag…
web-fetch-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/web-fetch-tool
…agents-and-tools/tool-use/code-execution-tool), which the API enables automatically for the request. You don't need to add the code execution tool to the `tools` array. </Note> To enable dynamic filt…
web-search-tool
Claude Developer Platform · in the page
agents-and-tools/tool-use/web-search-tool
…runs, the API provisions the code execution it needs for the request automatically. You don't need to add the code execution tool to `tools` yourself. There are no additional charges for code executi…
Admin
Claude Developer Platform · in the page
api/admin
…s that draw members from a finite pool of purchased seats, the invite automatically consumes a seat from the lowest tier with availability; there is no seat-tier parameter. When no seat is free the re…
Analytics
Claude Developer Platform · in the page
api/admin/analytics
…s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/usage_report` endpoint. Available to organizations on a Claude E…
Cost
Claude Developer Platform · in the page
api/admin/analytics/cost
…s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/cost_report` endpoint. Available to organizations on a Claude En…
Get Per-User Cost
Claude Developer Platform · in the page
api/admin/analytics/cost/list_by_user
…s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/cost_report` endpoint. Available to organizations on a Claude En…