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What Claude Tag remembers Claude Documentation · path claude-tag/users/memory Choose the model Claude Tag uses Claude Documentation · path claude-tag/users/models Set up routines Claude Documentation · path claude-tag/users/proactivity Prompt library Claude Documentation · path claude-tag/users/prompt-library Troubleshoot Claude Tag in channels and DMs Claude Documentation · path claude-tag/users/troubleshooting Use case library Claude Documentation · path claude-tag/users/use-cases Answer data questions Claude Documentation · path claude-tag/users/use-cases/answer-data-questions Catch up Claude Documentation · path claude-tag/users/use-cases/catch-up Turn threads into docs and tickets Claude Documentation · path claude-tag/users/use-cases/create-artifacts Find answers in your docs Claude Documentation · path claude-tag/users/use-cases/find-answers Fix bugs Claude Documentation · path claude-tag/users/use-cases/fix-bugs Claude Tag for marketing teams Claude Documentation · path claude-tag/users/use-cases/marketing-team Pull deal and account state Claude Documentation · path claude-tag/users/use-cases/pull-deal-state Review documents against a checklist Claude Documentation · path claude-tag/users/use-cases/review-documents Track projects and chase approvals Claude Documentation · path claude-tag/users/use-cases/track-projects Triage requests Claude Documentation · path claude-tag/users/use-cases/triage-requests Watch monitors and alerts Claude Documentation · path claude-tag/users/use-cases/watch-monitors Work with your GitHub repositories Claude Documentation · path claude-tag/users/use-cases/work-with-github Work from your own channel Claude Documentation · path claude-tag/users/use-cases/your-own-channel Control when Claude Tag responds Claude Documentation · path claude-tag/users/when-claude-responds glossary Claude Developer Platform · in the page about-claude/glossary …re. ## MCP connector The MCP connector is a feature that allows API users to connect to MCP servers directly from the Messages API without building an MCP client. This allows seamless integration wi… model-deprecations Claude Developer Platform · in the page about-claude/model-deprecations …ensure capacity for new model releases. This comes with downsides: * Users who value specific models must migrate to new versions. * Researchers lose access to models for ongoing and comparative stud… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …}, "messages": [ { "role": "user", "content": "..." } ] }' ``` ```bash CLI ant messages create <<'YAML… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …breakpoint on the system block and one on each of the two most recent user turns; [Explicit cache breakpoints](https://platform.claude.com/docs/en/build-with-claude/prompt-caching#explicit-cache-break… pricing Claude Developer Platform · in the page about-claude/pricing …Volume discounts Volume discounts might be available for high-volume users. These are negotiated on a case-by-case basis. * Standard usage tiers use the pricing shown in [Model pricing](https://plat… content-moderation Claude Developer Platform · in the page about-claude/use-case-guides/content-moderation …ementation using Claude. <Tip> This guide is focused on moderating user-generated content within your application. If you're looking for guidance on moderating interactions with Claude, refer to… customer-support-chat Claude Developer Platform · in the page about-claude/use-case-guides/customer-support-chat …ipted responses or requiring extensive programming of permutations of user utterances. * You need scalable multilingual support: Claude's multilingual capabilities allow it to engage in conversations… legal-summarization Claude Developer Platform · in the page about-claude/use-case-guides/legal-summarization …te the full URL from the GitHub repository url = "https://raw.githubusercontent.com/anthropics/claude-cookbooks/main/capabilities/summarization/data/Sample Sublease Agreement.pdf" url = url.replac… ticket-routing Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …ases, the better you can work with Claude to do the task. ### Define user intent categories A well-defined list of user intent categories is crucial for accurate support ticket classification with C… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …l forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction. ``` **Excel Analysis skill:** ```yaml description: Analyze Excel spreadsheets… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …tion (`thinking.display: "summarized"`) when reasoning is surfaced to users on Claude Opus 4.8 and Claude Opus 4.7 * **Refusal fallback configuration**, adding `stop_reason: "refusal"` handling before… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …n manipulation | Directives to ignore safety rules, hide actions from users, or alter Claude's behavior conditionally | High: can bypass security controls | | MCP server reference… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …l forms, merge documents. Use when working with PDF files or when the user mentions PDFs, forms, or document extraction. --- ``` Claude loads this metadata at startup and includes it in the system pr… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …ion": "latest"}] }, "messages": [ {"role": "user", "content": "Create a presentation about renewable energy with 5 slides"} ], "tools": [{"type": "code_execut… mcp-connector Claude Developer Platform · in the page agents-and-tools/mcp-connector …ols Once an MCP server is connected, Claude calls its tools when the user's request maps to a tool's described capability, either explicitly ("search Jira for open bugs") or implicitly ("what's block… 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 …Y_TOKEN volumes: - ./data:/data user: "65532:65532" read_only: true security_opt: - no-new-privileges:true cap_d… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …ude-opus-5-5", "max_tokens": 1000, "messages": [{"role": "user", "content": "Use the hello tool to greet tunnel."}], "mcp_servers": [ { "type": "url", "ur… security Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/security …e in depth on top of the tunnel's transport authentication and allows user-level authorization at the data layer. * **Enable SSO for your organization.** Tunnels, federation rules, and service account… troubleshooting Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/troubleshooting …ain>"] } ``` </Step> </Steps> With this configuration, the user's browser requests `/authorize` on your existing hostname (which your allowlist already includes), whereas Anthropic's back e… remote-mcp-servers Claude Developer Platform · in the page agents-and-tools/remote-mcp-servers …These servers expand the capabilities available to developers and end users by providing remote access to various services and tools through the MCP protocol. <Note> The remote MCP servers listed l… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …rn Q\&A (nothing to plan), pure pass-through model pickers where your users already choose their own cost and quality tradeoff, or workloads where every turn genuinely requires the advisor model's ful… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …" } ], "messages": [ { "role": "user", "content": "List all Python files in the current directory." } ] }' ``` ```bash CLI ant… browser-use-sdk Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-sdk …tools=[browser], messages=[ {"role": "user", "content": "Open example.com and tell me its heading."} ], ) for message in runner: print(m… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …" } ], "messages": [ { "role": "user", "content": "Open example.com/docs and tell me how to get started." } ] }' ``` ```bash CLI… build-a-tool-using-agent Claude Developer Platform · in the page agents-and-tools/tool-use/build-a-tool-using-agent …single turn The smallest possible tool-using program: one tool, one user message, one tool call, one result. The code is heavily commented so you can map each line to the [tool use lifecycle](https:… code-execution-tool Claude Developer Platform · in the page agents-and-tools/tool-use/code-execution-tool …"max_tokens": 4096, "messages": [ { "role": "user", "content": "Use the code execution tool to calculate the mean and standard deviation of [1, 2, 3, 4, 5, 6, 7, 8,… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …er remain important even with these classifiers in place. Inform end users of relevant risks and obtain their consent prior to enabling computer use in your own products. ## Quick start Add the com… define-tools Claude Developer Platform · in the page agents-and-tools/tool-use/define-tools …gle entry with no `name` that declares a fixed set of member tools. A user-defined tool definition includes: | Parameter | Description… fine-grained-tool-streaming Claude Developer Platform · in the page agents-and-tools/tool-use/fine-grained-tool-streaming …oft-foundry). To use it, set `eager_input_streaming` to `true` on any user-defined tool where you want fine-grained streaming enabled, and enable streaming on your request. The `eager_input_streaming… handle-tool-calls Claude Developer Platform · in the page agents-and-tools/tool-use/handle-tool-calls …ontinue the conversation by sending a new message with the `role` of `user`, and a `content` block containing the `tool_result` type and the following information: * `tool_use_id`: The `id` of the…
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