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Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …_tokens` parameters to give additional headroom, including compaction triggers. Claude Opus 5 provides a 1M context window at standard API pricing with no long-context premium. 7. **Prefill removal (… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …/build-with-claude/compaction-threshold#parameters) instead, set its `trigger` a little below 100,000 minus your prompt’s largest growth between requests (the default is 150,000). In Anthropic’s test… pricing Claude Developer Platform · in the page about-claude/pricing …en/about-claude/pricing#prompt-caching) apply identically. Web search triggered inside a session incurs the standard $10 USD per 1,000 searches. On Claude Platform on AWS, session token and runtime ch… content-moderation Claude Developer Platform · in the page about-claude/use-case-guides/content-moderation …old!`, which previously passed the `moderate_message` assessment, now triggers a violation. ### Consider batch processing To reduce costs in situations where real-time moderation isn’t necessary, co… ticket-routing Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …ased:** The support ticket system you’re using (for example, Zendesk) triggers your code by sending a webhook event to your routing service, which then classifies the intent and routes it. * This ap… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …nd include key terms**. Include both what the Skill does and specific triggers/contexts for when to use it. Each Skill has exactly one description field. The description is critical for skill selecti… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …er than loading everything at once. ## What the skill provides When triggered, the skill equips Claude with: **For the Messages API:** * **Language-specific SDK documentation:** Installation, quic… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …kills before deployment Skills can degrade agent performance if they trigger incorrectly, conflict with other Skills, or provide poor instructions. Require evaluation before any production deployment… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …what Claude matches your request against when determining whether to trigger the Skill, so it must say both what the Skill does and when to use it. This lightweight approach means you can install man… mcp-connector Claude Developer Platform · in the page agents-and-tools/mcp-connector …tached is answered directly; asking “what’s in my Projects database?” triggers the tool. You can steer how readily Claude calls MCP tools through your system prompt. See [When Claude uses tools](http… reference Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/reference …| | `--token-version` | Change-detection string. A new value triggers token rotation on re-run. The Helm chart and the Compose example both pass `1` as the initial value. |… remote-mcp-servers Claude Developer Platform · in the page agents-and-tools/remote-mcp-servers …onnector). <Note> Once connected, remote MCP tools follow the same triggering behavior as any other tool. See [When Claude uses MCP tools](https://platform.claude.com/docs/en/agents-and-tools/mcp-c… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …the API defaults to `keep: {type: "thinking_turns", value: 1}`, which triggers this behavior (the default on earlier Opus and Sonnet models and on Haiku models through Claude Haiku 4.5, whereas on Cla… browser-use-sdk Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-sdk …internal services or pull files off the host. It can also attempt to trigger actions with real effects. Before you run a driver against anything but a throwaway browser, take these six steps: 1. [Wr… how-tool-use-works Claude Developer Platform · in the page agents-and-tools/tool-use/how-tool-use-works …hropic’s infrastructure. A single request from your application might trigger several web searches or code executions before a response comes back. The model searches, reads results, determines whethe… overview Claude Developer Platform · in the page agents-and-tools/tool-use/overview …ur judgment about whether to call a tool or respond directly."` keeps triggering behavior conservative. To require a tool call rather than rely on prompting, set [`tool_choice`](https://platform.clau… parallel-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/parallel-tool-use …r handling. </Note> The following script sends a request that should trigger parallel tool calls, verifies the response contains them, and formats the tool results so parallelism keeps working. Run i… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …at don’t reference a specific page. “Summarize this article: `<url>`” triggers a fetch. “What are best practices for REST API design?” is answered directly. ### Dynamic filtering Fetching full webpa… web-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-search-tool …dy provided in the conversation * Conversational turns and greetings Triggering is steerable through your system prompt: you can encourage Claude to search more readily or to prefer answering directl… Beta Claude Developer Platform · in the page api/beta …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; any o… Deployment Runs Claude Developer Platform · in the page api/beta/deployment_runs …rom the previous response. Invalid or expired cursors return 400. - `trigger_type: optional BetaManagedAgentsTriggerType` Filter runs by what triggered them. Omit to return all runs. - `"schedu… List Deployment Runs Claude Developer Platform · in the page api/beta/deployment_runs/list …rom the previous response. Invalid or expired cursors return 400. - `trigger_type: optional BetaManagedAgentsTriggerType` Filter runs by what triggered them. Omit to return all runs. - `"schedu… Get Deployment Run Claude Developer Platform · in the page api/beta/deployment_runs/retrieve …on failure. Exactly one of `session_id` or `error` is non-null. - `trigger_context: BetaManagedAgentsTriggerContext` What triggered this run and trigger-specific metadata. - `BetaManagedA… Deployments Claude Developer Platform · in the page api/beta/deployments …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Archive Deployment Claude Developer Platform · in the page api/beta/deployments/archive …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Create Deployment Claude Developer Platform · in the page api/beta/deployments/create …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… List Deployments Claude Developer Platform · in the page api/beta/deployments/list …guish them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. ## Headers - `"anthropic-version": optional string` The version of… Pause Deployment Claude Developer Platform · in the page api/beta/deployments/pause …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Get Deployment Claude Developer Platform · in the page api/beta/deployments/retrieve …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Run Deployment Now Claude Developer Platform · in the page api/beta/deployments/run …on failure. Exactly one of `session_id` or `error` is non-null. - `trigger_context: BetaManagedAgentsTriggerContext` What triggered this run and trigger-specific metadata. - `BetaManagedA… Unpause Deployment Claude Developer Platform · in the page api/beta/deployments/unpause …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Update Deployment Claude Developer Platform · in the page api/beta/deployments/update …h them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual runs are still permitted. - `updated_at: string` Time the deployment was last updated.… Messages Claude Developer Platform · in the page api/beta/messages …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; any o… Batches Claude Developer Platform · in the page api/beta/messages/batches …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; a… Create a Message Batch Claude Developer Platform · in the page api/beta/messages/batches/create …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; a… Retrieve Message Batch results Claude Developer Platform · in the page api/beta/messages/batches/results …object` A compaction block returned when autocompact is triggered. When content is None, it indicates the compaction failed to produce a valid summary (e.g., mal… Count tokens in a Message Claude Developer Platform · in the page api/beta/messages/count_tokens …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; any o… Create a Message Claude Developer Platform · in the page api/beta/messages/create …Identifies one hop of a fallback transition. - `trigger: optional unknown` The response block's `trigger`, echoed verbatim. Accepted and ignored by the server; any o… Events Claude Developer Platform · in the page api/beta/sessions/events …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… List Events Claude Developer Platform · in the page api/beta/sessions/events/list …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… Stream Events Claude Developer Platform · in the page api/beta/sessions/events/stream …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… Threads Claude Developer Platform · in the page api/beta/sessions/threads …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… Events Claude Developer Platform · in the page api/beta/sessions/threads/events …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… List Session Thread Events Claude Developer Platform · in the page api/beta/sessions/threads/events/list …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… Stream Session Thread Events Claude Developer Platform · in the page api/beta/sessions/threads/events/stream …r "frontier_llm" or 2 more or null` The policy category that triggered the refusal, or `null` when there is no named category. New values can be added over time. - `"cyber"`… Webhooks Claude Developer Platform · in the page api/beta/webhooks …`type: "agent.archived"` - `id: string` ID of the agent that triggered the event. - `organization_id: string` - `workspace_id: string` ### Beta Webhook Agent Created Event Data - `Bet… routines-fire Claude Developer Platform · in the page api/claude-code/routines-fire --- title: Trigger a routine through the API url: https://platform.claude.com/docs/en/api/claude-code/routines-fire description: Start a Claude Code routine session on demand by sending an authenticat… Compliance API Claude Developer Platform · in the page api/compliance …ributes findings to individual members. - `"claude_insights_report_triggered"` A Smart Report was triggered by an organization admin, or by a delegate: a member the organization allowed to run… Activities Claude Developer Platform · in the page api/compliance/activities …ributes findings to individual members. - `"claude_insights_report_triggered"` A Smart Report was triggered by an organization admin, or by a delegate: a member the organization allowed to run… Query compliance activities Claude Developer Platform · in the page api/compliance/activities/list …ributes findings to individual members. - `"claude_insights_report_triggered"` A Smart Report was triggered by an organization admin, or by a delegate: a member the organization allowed to run…
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