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glossary Claude Developer Platform · in the page about-claude/glossary …Fine-tuning 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 mode… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …formation Seeking," arXiv:2510.20168, 2025. The 220 questions span 15 domains, each combining many-row collection with multi-hop retrieval; measured on the benchmark's standing row set, 3 runs per con… legal-summarization Claude Developer Platform · in the page about-claude/use-case-guides/legal-summarization …helps Claude better adapt to the specific requirements of your legal domain, improving its ability to summarize documents according to your standards. 4. **Improve iteratively:** Fine-tuning is not… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …, `REFERENCE.md`, or `EXAMPLES.md` only when needed. #### Pattern 2: Domain-specific organization For Skills with multiple domains, organize content by domain to avoid loading irrelevant context. Wh… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …If the Skill references external URLs, verify they point to expected domains. 8. **Verify no data exfiltration patterns.** Look for instructions that read sensitive data and then write, send, or enco… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …lls Skills are reusable, filesystem-based resources that give Claude domain-specific expertise: workflows, context, and best practices that turn a general-purpose agent into a specialist. Unlike prom… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …01-skills-introduction) for examples of building your own Skills with domain-specific expertise. </Note> ## Step 1: List available Skills First, check what Skills are available. Use the Skills API t… concepts Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/concepts …network that the proxy routes to. Each upstream is exposed as one subdomain under your tunnel domain.… console Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/console …n the list, on the detail page, and in the agent MCP server picker. A domain of the form `abcd1234.tunnel.anthropic.com` is assigned automatically. </Step> <Step title="Optionally set up programm… 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 …-authentication-failures) if it errors. Retrieve your tunnel domain and export it for later steps: ```bash export TUNNEL_DOMAIN=$(sudo cat data/tunnel-domain) echo "$… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …m a Console-created tunnel; you also need its tunnel token and tunnel domain. * **A way for the chart to authenticate to the Tunnels API.** * **[Programmatic access](https://platform.claude.com/do… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …stname. Each MCP server you expose gets a hostname under your tunnel domain (for example, `docs.<your-tunnel-domain>`). You attach these hostnames to a Managed Agent session in the Claude Console, or… quickstart Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/quickstart …sample server is reachable from Claude at `https://echo.<your-tunnel-domain>/mcp` even though nothing is listening on a public port. ## What you need * [Docker and Docker Compose](https://docs.dock… reference Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/reference …| `30s` | | `tunnel_domain` | Base domain assigned to the tunnel. When set, route lookup strips this suffix from incoming hostnames… security Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/security …tunnel"> Archiving invalidates the tunnel token and detaches the domain. In the Console, [archive the tunnel](https://platform.claude.com/docs/en/agents-and-tools/mcp-tunnels/console#archive-a-tu… troubleshooting Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/troubleshooting …| `tunnel_domain` doesn't match the assigned domain, or `config.yaml` was edited without restarting. | Set `tunnel_domain` to the exact dom… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …prompt steering, the executor tends to under-call the advisor in some domains, particularly coding tasks. For coding tasks where you want consistent advisor timing and around two to three calls for ea… browser-use-sdk Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-sdk …dk#quick-start). It allows `about:blank`, plus two sites and their subdomains over `http` and `https`: <CodeGroup exclude="shell:cURL, shell:CLI, csharp, go, java, php, ruby"> ```python Python im… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …e it the same way. 2. Restrict the hosts the browser can reach to a domain allowlist enforced at the network layer and re-checked in your `navigate` handler after redirects, and block loopback, link… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …t information theft. 3. Limiting internet access to an allowlist of domains to reduce exposure to malicious content. 4. Asking a human to confirm decisions that might result in meaningful real-wor… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …ench](https://arxiv.org/abs/2506.07982) (airline, retail, and telecom domains), where each turn makes one or two sequential tool calls, programmatic tool calling left scores unchanged and cost roughly… server-tools Claude Developer Platform · in the page agents-and-tools/tool-use/server-tools …cks, pause_turn continuation, mixed server and client tool turns, and domain filtering." --- Server-executed tools share these mechanics: the `server_tool_use` block, `pause_turn` continuation, turns… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …ses` parameter to limit the number of requests * Using the `allowed_domains` parameter to restrict to known safe domains * Using the `url_sources` parameter to stop client-side tool results from c… web-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-search-tool …rrent web content with cited sources, optional dynamic filtering, and domain controls. --- <Note> To learn how zero data retention (ZDR) applies to this feature, see [API and data retention](https:… Beta Claude Developer Platform · in the page api/beta …eta url: https://platform.claude.com/docs/en/api/beta --- # Beta ## Domain types ### Anthropic Beta - `AnthropicBeta = string or "message-batches-2024-09-24" or "prompt-caching-2024-07-31" or "com… Agents Claude Developer Platform · in the page api/beta/agents …ame: "web_fetch"` Must be "web_fetch". - `allowed_domains: optional array of string` Only fetch URLs whose host is one of these domains or a subdomain of one. Each entry… Archive Agent Claude Developer Platform · in the page api/beta/agents/archive …source contributes no URLs that may be fetched. - `allowed_domains: optional array of string` - `blocked_domains: optional array of string` - `max_content_tokens: opti… Create Agent Claude Developer Platform · in the page api/beta/agents/create …ame: "web_fetch"` Must be "web_fetch". - `allowed_domains: optional array of string` Only fetch URLs whose host is one of these domains or a subdomain of one. Each entry… List Agents Claude Developer Platform · in the page api/beta/agents/list …source contributes no URLs that may be fetched. - `allowed_domains: optional array of string` - `blocked_domains: optional array of string` - `max_content_tokens: opti… Get Agent Claude Developer Platform · in the page api/beta/agents/retrieve …source contributes no URLs that may be fetched. - `allowed_domains: optional array of string` - `blocked_domains: optional array of string` - `max_content_tokens: opti… Update Agent Claude Developer Platform · in the page api/beta/agents/update …ame: "web_fetch"` Must be "web_fetch". - `allowed_domains: optional array of string` Only fetch URLs whose host is one of these domains or a subdomain of one. Each entry… Versions Claude Developer Platform · in the page api/beta/agents/versions …source contributes no URLs that may be fetched. - `allowed_domains: optional array of string` - `blocked_domains: optional array of string` - `max_content_tokens: opti… List Agent Versions Claude Developer Platform · in the page api/beta/agents/versions/list …source contributes no URLs that may be fetched. - `allowed_domains: optional array of string` - `blocked_domains: optional array of string` - `max_content_tokens: opti… Deployment Runs Claude Developer Platform · in the page api/beta/deployment_runs …7Z", "type": "schedule" }, "type": "deployment_run" } ``` ## Domain types ### Beta Managed Agents Agent Archived Run Error - `BetaManagedAgentsAgentArchivedRunError object` The deploymen… Deployments Claude Developer Platform · in the page api/beta/deployments …00", "currency": "USD" }, "type": "limit" } } ``` ## Domain types ### Beta Managed Agents Agent Archived Deployment Paused Reason Error - `BetaManagedAgentsAgentArchivedDeploymentPa… Dreams Claude Developer Platform · in the page api/beta/dreams …kens": 0, "input_tokens": 0, "output_tokens": 0 } } ``` ## Domain types ### Beta Dream - `BetaDream object` An asynchronous job that reads a memory store and past sessions, then writes… Environments Claude Developer Platform · in the page api/beta/environments …allowed_hosts: optional array of string or null` Specifies domains the container can reach. - `packages: optional BetaPackagesParams or null` Package manager configuration. Unde… Archive Environment Claude Developer Platform · in the page api/beta/environments/archive …- `allowed_hosts: array of string` Specifies domains the container can reach. - `packages: BetaPackages` Package manager configuration. - `type: optio… Create Environment Claude Developer Platform · in the page api/beta/environments/create …allowed_hosts: optional array of string or null` Specifies domains the container can reach. - `packages: optional BetaPackagesParams or null` Package manager configuration. Unde… List Environments Claude Developer Platform · in the page api/beta/environments/list …- `allowed_hosts: array of string` Specifies domains the container can reach. - `packages: BetaPackages` Package manager configuration. - `type: optio… Get Environment Claude Developer Platform · in the page api/beta/environments/retrieve …- `allowed_hosts: array of string` Specifies domains the container can reach. - `packages: BetaPackages` Package manager configuration. - `type: optio… Update Environment Claude Developer Platform · in the page api/beta/environments/update …allowed_hosts: optional array of string or null` Specifies domains the container can reach. - `packages: optional BetaPackagesParams or null` Package manager configuration. Unde… Work Claude Developer Platform · in the page api/beta/environments/work …g": 0, "type": "work_queue_stats", "workers_polling": 0 } ``` ## Domain types ### Beta Self Hosted Work - `BetaSelfHostedWork object` Work resource representing a unit of work in a self-host… Files Claude Developer Platform · in the page api/beta/files …: "file_011CNha8iCJcU1wXNR6q4V8w", "type": "file_deleted" } ``` ## Domain types ### Beta Deleted File - `BetaDeletedFile object` - `type: optional "file_deleted"` Deleted object type.… Memory Stores Claude Developer Platform · in the page api/beta/memory_stores …"memory_store", "updated_at": "2019-12-27T18:11:19.117Z" } ``` ## Domain types ### Beta Managed Agents Deleted Memory Store - `BetaManagedAgentsDeletedMemoryStore object` Confirmation that a… Memories Claude Developer Platform · in the page api/beta/memory_stores/memories …e (200) ```json { "id": "id", "type": "memory_deleted" } ``` ## Domain types ### Beta Managed Agents Conflict Error - `BetaManagedAgentsConflictError object` - `type: "conflict_error"` -… Memory Versions Claude Developer Platform · in the page api/beta/memory_stores/memory_versions …": { "session_id": "x", "type": "session_actor" } } ``` ## Domain types ### Beta Managed Agents Actor - `BetaManagedAgentsActor = BetaManagedAgentsSessionActor or BetaManagedAgentsAPIActo… Messages Claude Developer Platform · in the page api/beta/messages …- `"code_execution_20260521"` - `allowed_domains: optional array of string or null` If provided, only these domains will be included in results. C… Batches Claude Developer Platform · in the page api/beta/messages/batches …- `"code_execution_20260521"` - `allowed_domains: optional array of string or null` If provided, only these domains will be included in result… Create a Message Batch Claude Developer Platform · in the page api/beta/messages/batches/create …- `"code_execution_20260521"` - `allowed_domains: optional array of string or null` If provided, only these domains will be included in result…
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