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task-budgets Claude Developer Platform · title build-with-claude/task-budgets Schedule recurring tasks in Claude Code Desktop Claude Code CLI · title desktop-scheduled-tasks Automate work with scheduled tasks Claude Code CLI · title routines Run tasks in the background with Dispatch Claude Documentation · title cowork/guide/dispatch Tasks and Events Charter Model Context Protocol · title community/working-groups/tasks-events Tasks Model Context Protocol · title extensions/tasks/overview SEP-1686: Tasks Model Context Protocol · title seps/1686-tasks SEP-2663: Tasks Extension Model Context Protocol · title seps/2663-tasks-extension Tasks Model Context Protocol · title specification/2025-11-25/basic/utilities/tasks Run prompts on a schedule Claude Code CLI · path scheduled-tasks api-credits-for-subscribers Claude Developer Platform · in the page about-claude/api-credits-for-subscribers …lication runs. To use fewer credits: * Choose a model that fits each task. To learn how, see [Choosing the right model](https://platform.claude.com/docs/en/about-claude/models/choosing-a-model). * Us… glossary Claude Developer Platform · in the page about-claude/glossary …ing can be useful for adapting a language model to a specific domain, task, or writing style, but it requires careful consideration of the fine-tuning data and the potential impact on the model's perf… model-deprecations Claude Developer Platform · in the page about-claude/model-deprecations …fail. To help measure the performance of replacement models on your tasks, consider thorough testing of your applications with the new models well before the retirement date. For specific instructi… choosing-a-model Claude Developer Platform · in the page about-claude/models/choosing-a-model …ments * Cost-sensitive implementations * High-volume, straightforward tasks ### Option 2: Start capability-first For complex tasks where intelligence and advanced capabilities are paramount, you mig… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …de-fable-5` and `claude-mythos-5`, use `high` as the default for most tasks and reserve `xhigh` for the most capability-sensitive workloads. Lower effort settings still perform well and often exceed `… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …in Anthropic's measurements each newer model solved at least as many tasks as the one before it, usually for less per solved task | [Upgrade the model](https://platform.claude.com/docs/en/about-c… pricing Claude Developer Platform · in the page about-claude/pricing …zer that contributes to their improved performance on a wide range of tasks. This tokenizer produces approximately 30% more tokens for the same text. The exact increase depends on the content and work… content-moderation Claude Developer Platform · in the page about-claude/use-case-guides/content-moderation …e.log("No issues detected."); } } ``` ```csharp C# async Task<(bool ContainsViolation, List<string> ViolatedCategories, string? Explanation)> ModerateMessage( string message,… customer-support-chat Claude Developer Platform · in the page about-claude/use-case-guides/customer-support-chat …ou want Claude to have. </Tip> ### Break the interaction into unique tasks Customer support chat is a collection of multiple different tasks, from question answering to information retrieval to taki… legal-summarization Claude Developer Platform · in the page about-claude/use-case-guides/legal-summarization …ed with document review. This capability is particularly valuable for tasks such as due diligence, contract analysis, or litigation discovery, where efficiency is crucial. </Accordion> <Accordion… overview Claude Developer Platform · in the page about-claude/use-case-guides/overview …nd commerce agents." --- Claude is designed to excel in a variety of tasks. Explore these in-depth production guides to learn how to build common use cases with Claude. <CardGroup cols={2}> <Card… ticket-routing Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …s Claude instead of traditional ML approaches for your classification task: <AccordionGroup> <Accordion title="You have limited labeled training data available"> Traditional ML processes requir… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …appropriate degrees of freedom Match the level of specificity to the task's fragility and variability. **High freedom** (text-based instructions): Use when: * Multiple approaches are valid * Decis… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …language, surface (Messages API or Managed Agents), and the specific task at hand (tool use, streaming, batches, and so on), rather than loading everything at once. ## What the skill provides When… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …nto broader ones or routing requests to different Skill sets based on task type. ### Start specific, consolidate later Encourage teams to start with narrow, workflow-specific Skills rather than broa… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …ecialist. Unlike prompts (conversation-level instructions for one-off tasks), Skills load on demand, so you don't have to repeat the same guidance across conversations. **Key benefits:** * **Special… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …nt Skills extend Claude's capabilities with specialized expertise for tasks such as creating documents, analyzing data, and processing files. Anthropic provides the following pre-built Agent Skills in… mcp-connector Claude Developer Platform · in the page agents-and-tools/mcp-connector …: "Use tools from both mcp-server-1 and mcp-server-2 to complete this task" } ], "mcp_servers": [ { "type": "url", "url": "https://mcp.example1.com/sse", "name": "mcp-ser… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …uces a plan or course correction, and the executor continues with the task. This pattern fits long-horizon agentic workloads (coding agents, computer use, multistep research pipelines) where most tur… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …nt tools * **System automation:** Run scripts, manage files, automate tasks * **Data processing:** Process files, run analysis scripts, manage datasets * **Environment setup:** Install packages, confi… browser-use-sdk Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-sdk …ser-use-sdk#write-a-url-policy) that refuses every `navigate` URL the task doesn't need. 2. [Intercept requests in the driver](https://platform.claude.com/docs/en/agents-and-tools/tool-use/browser-use… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …laude.com/docs/en/managed-agents/tools). Choose browser use when the task stays inside webpages and means acting on them, or when pages build their content with JavaScript. When a task needs a whole… build-a-tool-using-agent Claude Developer Platform · in the page agents-and-tools/tool-use/build-a-tool-using-agent …using System.Linq; using System.Text.Json; using System.Threading.Tasks; using Anthropic; using Anthropic.Models.Messages; // Create a client. It reads ANTHROPIC_API_KEY from the environmen… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …/en/agents-and-tools/tool-use/computer-use-tool#batch-actions)). For tasks that stay inside webpages, the [browser use tool](https://platform.claude.com/docs/en/agents-and-tools/tool-use/browser-use-… how-tool-use-works Claude Developer Platform · in the page agents-and-tools/tool-use/how-tool-use-works …ract. ## When to use tools (and when not to) Tool use fits when the task requires something the model can't do from text alone: * **Actions with side effects.** Sending an email, writing a file, up… manage-tool-context Claude Developer Platform · in the page agents-and-tools/tool-use/manage-tool-context …ith many tools or many turns can exhaust available context before the task is complete. Four approaches address this at different points in the pipeline. ## The four approaches Each approach targets… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …back on demand. This keeps the active context focused on the current task, which matters for long-running sessions that would otherwise overwhelm the context window. See [Effective context engineerin… overview Claude Developer Platform · in the page agents-and-tools/tool-use/overview …See where tools run, when Claude calls them, and which tool fits your task. --- Tool use (also called function calling) lets Claude call functions that you define or that Anthropic provides. Claude d… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …pletes, Claude receives the final output and continues working on the task. This approach is particularly useful for: * **Large data processing:** Filter or aggregate tool results before they reach… tool-combinations Claude Developer Platform · in the page agents-and-tools/tool-use/tool-combinations …inations are starting points, not prescriptions. Mix them to fit your task. Each snippet shows only the `tools` array. See [Handle tool calls](https://platform.claude.com/docs/en/agents-and-tools/too… Log at info level Claude Developer Platform · in the page agents-and-tools/tool-use/tool-runner …location = toolUse.Input["location"].GetString(); return Task.FromResult<BetaToolResultBlockParamContent>( $"Weather in {location}: 20°C, sunny" ); },… tool-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/tool-search-tool …e group. * Use keywords in descriptions that match how users describe tasks. * Add a system prompt section describing available tool categories: "You can search for tools to interact with Slack, GitHu… Beta Claude Developer Platform · in the page api/beta …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Agents Claude Developer Platform · in the page api/beta/agents …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Archive Agent Claude Developer Platform · in the page api/beta/agents/archive …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Create Agent Claude Developer Platform · in the page api/beta/agents/create …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… List Agents Claude Developer Platform · in the page api/beta/agents/list …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Get Agent Claude Developer Platform · in the page api/beta/agents/retrieve …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Update Agent Claude Developer Platform · in the page api/beta/agents/update …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat… Versions Claude Developer Platform · in the page api/beta/agents/versions …cp-tunnels-2026-06-22"` - `"structured-outputs-2025-11-13"` - `"task-budgets-2026-03-13"` - `"thinking-display-updates-2026-08-18"` - `"ce-user-management-2026-07-13"` - `"mid-conversat…
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