50 pages for workflow.

thinking-tool-workflows Claude Developer Platform · title build-with-claude/thinking-tool-workflows Common workflows Claude Code CLI · title common-workflows Orchestrate subagents at scale with dynamic workflows Claude Code CLI · title workflows SEP-1850: PR-Based SEP Workflow Model Context Protocol · title seps/1850-pr-based-sep-workflow choosing-a-model Claude Developer Platform · in the page about-claude/models/choosing-a-model …uild-with-claude/effort) or downgrading models over time with greater workflow optimization. This approach is best for: * Complex reasoning tasks * Scientific or mathematical applications * Tasks re… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …k budgets (beta) and mid-conversation tool changes (beta) for agentic workflows. * Handle `stop_reason: "refusal"`, and consider `fallbacks: "default"` (beta) to re-run refused requests on a recommend… customer-support-chat Claude Developer Platform · in the page about-claude/use-case-guides/customer-support-chat …de that can increase latency. ### Integrate Claude into your support workflow While these examples have focused on Python functions callable within a Streamlit environment, deploying Claude for real… Create an instance of the Claude API client Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …cordion> </AccordionGroup> *** ## Build and deploy your LLM support workflow ### Understand your current support approach Before you automate, it's crucial to understand your existing ticketing sy… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …/best-practices#runtime-environment) section later in this guide. ## Workflows and feedback loops ### Use workflows for complex tasks Break complex operations into clear, sequential steps. For part… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …kill lifecycle management <Steps> <Step title="Plan"> Identify workflows that are repetitive, error-prone, or require specialized knowledge. Map these to organizational roles and determine whic… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …ilesystem-based resources that give Claude domain-specific expertise: workflows, context, and best practices that turn a general-purpose agent into a specialist. Unlike prompts (conversation-level ins… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …ts-and-tools/tool-use/tool-reference). ## Use cases * **Development workflows:** Run build commands, tests, and development tools * **System automation:** Execute scripts, manage files, automate tas… code-execution-tool Claude Developer Platform · in the page agents-and-tools/tool-use/code-execution-tool …work exactly as before * No changes required to existing Python-only workflows ### Upgrade steps To upgrade, update the tool type in your API requests: ```diff - "type": "code_execution_20250522"… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …tion container, cutting model round trips and token use in multi-tool workflows. --- Programmatic tool calling allows Claude to write code that calls your tools programmatically within a [code execut… strict-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/strict-tool-use …ool use when you need to: * Validate tool parameters * Build agentic workflows * Ensure type-safe function calls * Handle complex tools with nested properties ## Why strict tool use matters for agen… text-editor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/text-editor-tool …re convenient and powerful ways: * **Integrate with your development workflow**: Build the text editor tool into your development tools or IDE * **Create a code review system**: Have Claude review yo… tool-combinations Claude Developer Platform · in the page agents-and-tools/tool-use/tool-combinations …Common agent patterns pair tools that cover complementary stages of a workflow: one tool gathers or discovers, another processes or acts. The combinations below are starting points, not prescriptions.… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …tools/tool-use/web-fetch-tool#response-inclusion) control for agentic workflows. The previous versions (`web_fetch_20260309` for dynamic filtering and [cache bypass](https://platform.claude.com/docs/e… web-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-search-tool …ools/tool-use/web-search-tool#response-inclusion) control for agentic workflows The examples on this page use `web_search_20250305` for basic search and `web_search_20260318` for dynamic filtering.… Beta Claude Developer Platform · in the page api/beta …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Messages Claude Developer Platform · in the page api/beta/messages …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Batches Claude Developer Platform · in the page api/beta/messages/batches …"259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Create a Message Batch Claude Developer Platform · in the page api/beta/messages/batches/create …"259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Count tokens in a Message Claude Developer Platform · in the page api/beta/messages/count_tokens …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Create a Message Claude Developer Platform · in the page api/beta/messages/create …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… routines-fire Claude Developer Platform · in the page api/claude-code/routines-fire …t-Type: application/json" \ -d "{\"text\": \"CI failed: $GITHUB_WORKFLOW run $GITHUB_RUN_ID on $GITHUB_REF\"}" ``` The request returns once the session is created. It does not stream session ou… Organizations Claude Developer Platform · in the page api/compliance/organizations …equired"` - `"claude_code_web_enabled"` - `"claude_code_workflows_enabled"` - `"claude_design_enabled"` - `"claude_in_slack_enabled"` - `"claude_science_custom_conne… Settings Claude Developer Platform · in the page api/compliance/organizations/settings …equired"` - `"claude_code_web_enabled"` - `"claude_code_workflows_enabled"` - `"claude_design_enabled"` - `"claude_in_slack_enabled"` - `"claude_science_custom_conne… Get effective organization settings Claude Developer Platform · in the page api/compliance/organizations/settings/retrieve …equired"` - `"claude_code_web_enabled"` - `"claude_code_workflows_enabled"` - `"claude_design_enabled"` - `"claude_in_slack_enabled"` - `"claude_science_custom_conne… Messages Claude Developer Platform · in the page api/messages …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Batches Claude Developer Platform · in the page api/messages/batches …"259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Create a Message Batch Claude Developer Platform · in the page api/messages/batches/create …"259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Count tokens in a Message Claude Developer Platform · in the page api/messages/count_tokens …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… Create a Message Claude Developer Platform · in the page api/messages/create …"content": "259.75 USD" } ] ``` Tools can be used for workflows that include running client-side tools and functions, or more generally whenever you want the model to produce a particu… service-tiers Claude Developer Platform · in the page api/service-tiers …ing and scaling everyday use cases * **Batch:** Best for asynchronous workflows that can wait or benefit from being outside your normal capacity ## Standard Tier The standard tier is the default ser… cache-diagnostics Claude Developer Platform · in the page build-with-claude/cache-diagnostics …previous response. <Tabs> <Tab title="cURL"> <Info> This workflow doesn't translate well to a one-off shell command. See the SDK tabs for the loop pattern; the per-turn HTTP request is id… compaction Claude Developer Platform · in the page build-with-claude/compaction …rategy for managing context in long-running conversations and agentic workflows. It handles context management automatically, without client-side summarization code. </Tip> Compaction extends the eff… context-editing Claude Developer Platform · in the page build-with-claude/context-editing …ts). This page covers: * **Tool result clearing** - Best for agentic workflows with heavy tool use where old tool results are no longer needed * **Thinking block clearing** - For managing thinking bl… context-windows Claude Developer Platform · in the page build-with-claude/context-windows …ach context window limits. For long-running conversations and agentic workflows, [server-side compaction](https://platform.claude.com/docs/en/build-with-claude/compaction) is the primary strategy for… effort Claude Developer Platform · in the page build-with-claude/effort …rmance for most applications. Suitable for agentic coding, tool-heavy workflows, and code generation. * **Low effort:** For high-volume or latency-sensitive workloads. Suitable for chat and non-coding… extended-thinking Claude Developer Platform · in the page build-with-claude/extended-thinking …ch request. </Card> <Card title="Thinking in tool and multi-turn workflows" icon="wrench" href="https://platform.claude.com/docs/en/build-with-claude/thinking-tool-workflows"> Preserve thinki… fast-mode Claude Developer Platform · in the page build-with-claude/fast-mode …claude/structured-outputs"> Get validated JSON results from agent workflows. </Card> <Card title="Pricing" icon="calculator" href="https://platform.claude.com/docs/en/about-claude/pricing#fas… handling-stop-reasons Claude Developer Platform · in the page build-with-claude/handling-stop-reasons …n end ``` </CodeGroup> ## Common patterns ### Handling tool use workflows <Tip> **Simpler with tool runner:** The following example shows manual tool handling. For most use cases, the [tool r… mid-conversation-effort-example Claude Developer Platform · in the page build-with-claude/mid-conversation-effort-example …n states that while the mode is on, the model should author and run a workflow for every substantive task without asking first. <Note> This example uses mid-conversation system messages; for the mo… mid-conversation-system-messages Claude Developer Platform · in the page build-with-claude/mid-conversation-system-messages …o an expensive capability, such as automatically launching multiagent workflows, with a short refresher every several turns and an exit notice when the mode is turned off. For a worked example, see [B… overview Claude Developer Platform · in the page build-with-claude/overview …ion containers, reducing latency and token consumption for multi-tool workflows. | Not ZDR eligible | <PlatformAvailability claudeApi claude… claude-prompting-best-practices Claude Developer Platform · in the page build-with-claude/prompt-engineering/claude-prompting-best-practices …e as a brilliant but new employee who lacks context on your norms and workflows. The more precisely you explain what you want, the better the result. **Golden rule:** Show your prompt to a colleague… prompting-claude-fable-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-fable-5 …crop tools to handle flipped, blurry, or noisy images. * **Enterprise workflows.** Claude Fable 5 follows instructions, stays in scope, and produces professional-grade output on financial analysis, sp… skills-guide Claude Developer Platform · in the page build-with-claude/skills-guide …Skills Combine multiple Skills in a single request to handle complex workflows: <CodeGroup> ```bash cURL curl https://api.anthropic.com/v1/messages \ -H "x-api-key: $ANTHROPIC_API_KEY" \… structured-outputs Claude Developer Platform · in the page build-with-claude/structured-outputs …structured-outputs description: Get validated JSON results from agent workflows --- ## Compatibility - [ZDR](https://platform.claude.com/docs/en/manage-claude/api-and-data-retention): eligible (exclu…