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Triggers and Events Charter Model Context Protocol · title community/working-groups/triggers-events 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 …he first request after compaction cost $0.75, and on the request that triggered the compaction $0.92, because the compaction's summarization pass then re-processed the 81,000-token context at the cach… pricing Claude Developer Platform · in the page about-claude/pricing …ude/pricing#prompt-caching) multipliers apply identically. Web search triggered inside a session incurs the standard $10 per 1,000 searches. On [Claude Platform on AWS](https://platform.claude.com/doc… 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… Create an instance of the Claude API client 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/Sonnet models and all Haiku models, whereas on Opus 4.5+ and Sonnet 4.6+ the d… 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 web p… 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 obj… 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` Describes what triggered a deployment run, with trigger-specific metadata.… Deployments Claude Developer Platform · in the page api/beta/deployments …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… Archive Deployment Claude Developer Platform · in the page api/beta/deployments/archive …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… Create Deployment Claude Developer Platform · in the page api/beta/deployments/create …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… 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-beta": optional array of AnthropicBeta` Op… Pause Deployment Claude Developer Platform · in the page api/beta/deployments/pause …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… Get Deployment Claude Developer Platform · in the page api/beta/deployments/retrieve …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… 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` Describes what triggered a deployment run, with trigger-specific metadata.… Unpause Deployment Claude Developer Platform · in the page api/beta/deployments/unpause …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… Update Deployment Claude Developer Platform · in the page api/beta/deployments/update …BetaManagedAgentsDeploymentPausedReasonError` The error that triggered an auto-pause. Matches the failed run's `error.type`. - `BetaManagedAgentsEnvironmentArchivedDeploymentPausedRe… 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 obj… 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; any… 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; any… 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 obj… 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 obj… 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 …was paused on the API platform. - `"platform_agent_deployment_run_triggered"` An agent deployment was run on demand on the API platform. - `"platform_agent_deployment_unpaused"` An ag… Activities Claude Developer Platform · in the page api/compliance/activities …was paused on the API platform. - `"platform_agent_deployment_run_triggered"` An agent deployment was run on demand on the API platform. - `"platform_agent_deployment_unpaused"` An ag… Query compliance activities Claude Developer Platform · in the page api/compliance/activities/list …was paused on the API platform. - `"platform_agent_deployment_run_triggered"` An agent deployment was run on demand on the API platform. - `"platform_agent_deployment_unpaused"` An ag… Messages Claude Developer Platform · in the page api/messages …or "frontier_llm" or 2 more or null` The policy category that triggered a refusal. - `"cyber"` The request could enable cyber harm, such as malware or exploit development. Beni… Batches Claude Developer Platform · in the page api/messages/batches …rontier_llm" or 2 more or null` The policy category that triggered a refusal. - `"cyber"` The request could enable cyber harm, such as malware or exploit devel… Retrieve Message Batch results Claude Developer Platform · in the page api/messages/batches/results …rontier_llm" or 2 more or null` The policy category that triggered a refusal. - `"cyber"` The request could enable cyber harm, such as malware or exploit devel… Create a Message Claude Developer Platform · in the page api/messages/create …or "frontier_llm" or 2 more or null` The policy category that triggered a refusal. - `"cyber"` The request could enable cyber harm, such as malware or exploit development. Beni… rate-limits Claude Developer Platform · in the page api/rate-limits …request per second. Short bursts of requests can exceed the limit and trigger rate limit errors. * The following limits are the standard limits for each tier. If you need higher limits, see [Requestin… sent_count = len(messages sent in the compaction request) Claude Developer Platform · in the page build-with-claude/compaction …hreshold. The API: 1. Detects when input tokens reach your specified trigger threshold. 2. Generates a summary of the current conversation. 3. Creates a `compaction` block containing the summary. 4.… compaction-threshold Claude Developer Platform · in the page build-with-claude/compaction-threshold …hreshold. The API: 1. Detects when input tokens reach your specified trigger threshold. 2. Generates a summary of the current conversation. 3. Creates a `compaction` block containing the summary. 4.…
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