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Rewind file changes with checkpointing Claude Code CLI · title agent-sdk/file-checkpointing Checkpointing Claude Code CLI · title checkpointing Review documents against a checklist Claude Documentation · title claude-tag/users/use-cases/review-documents Pre-submission checklist Claude Documentation · title connectors/building/review-criteria Windows fleet checklist Claude Documentation · title government/deploy-desktop/windows-checklist model-deprecations Claude Developer Platform · in the page about-claude/model-deprecations …r models before the retirement date. ## Best practices 1. Regularly check the documentation for updates on model deprecations. 2. Test your applications with newer models well before the retirement… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …ibration for your target model across your code base, then produces a checklist of items to verify manually. It asks you to confirm the migration scope (entire working directory, a subdirectory, or a… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …| | You can check outputs (tests, a verifier) | Run everything at low effort and re-run failures at `high`; on the coding benchmark mea… commerce-agents Claude Developer Platform · in the page about-claude/use-case-guides/commerce-agents …ts rendered in the conversation. * Fill the cart and hand off to your checkout. * Answer order, delivery, return, and policy questions from your own order and policy systems. * Remember what a custome… customer-support-chat Claude Developer Platform · in the page about-claude/use-case-guides/customer-support-chat …evaluate/strengthen-guardrails/reduce-hallucinations): Implement fact-checking mechanisms and [citations](https://platform.claude.com/cookbook/misc-using-citations) to ground responses in provided inf… Create the full URL from the GitHub repository Claude Developer Platform · in the page about-claude/use-case-guides/legal-summarization …ment sets. It's especially useful for contract management, compliance checks, or creating searchable databases of legal information. </Accordion> <Accordion title="You want to generate clear, co… Create an instance of the Claude API client Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …intent = intent_match.group(1).strip() if intent_match else "" # Check if the model's prediction is correct. correct = actual_intent.strip() == intent.strip() # Return the reasoning, int… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/best-practices …ode review process 1. Analyze the code structure and organization 2. Check for potential bugs or edge cases 3. Suggest improvements for readability and maintainability 4. Verify adherence to project… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …s each change and its motivation inline. On completion, it produces a checklist of items that require manual verification (typically integration tests, length-control prompt tuning, and cost/rate-limi… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …vet a specific Skill?** Use the following risk assessment and review checklist. ### Risk tier assessment Evaluate each Skill against these risk indicators before approving deployment: | Risk indic… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …packages during execution. * **Pre-configured dependencies only:** Check the [Code execution tool](https://platform.claude.com/docs/en/agents-and-tools/tool-use/code-execution-tool) documentation f… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …specific expertise. </Note> ## Step 1: List available Skills First, check what Skills are available. Use the Skills API to list all Anthropic-managed Skills. Each language tab is an excerpt from one… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …use-the-tunneled-mcp-servers) for the request shapes. If that fails, check the pod logs (`kubectl -n mcp-tunnel logs deploy/mcp-tunnel -c mcp-proxy` and `-c cloudflared`) and consult [Troubleshooting… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …ort serves at `/mcp`, and other servers may use `/` or a custom path (check the server's documentation). The proxy forwards the path untouched. <CodeGroup> ```bash cURL curl https://api.anthropic… troubleshooting Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/troubleshooting …mcp-tunnel delete job mcp-tunnel-setup ``` ## Tunnel won't connect Check the cloudflared logs first. Common causes: * The `TUNNEL_TOKEN` is missing, expired, or copied incorrectly. * A firewall is… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …is not evidence the advice is wrong — it's evidence your test doesn't check what the advice is checking. If you've already retrieved data pointing one way and the advisor points another: don't silent… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …owns everything else: the shell process, the timeout, and the safety checks. The following steps show a minimal implementation. <Steps> <Step title="Create a persistent bash session"> Start on… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …can reach to a domain allowlist enforced at the network layer and re-checked in your `navigate` handler after redirects, and block loopback, link-local, and private ranges unless the task needs them.… build-a-tool-using-agent Claude Developer Platform · in the page agents-and-tools/tool-use/build-a-tool-using-agent …capability. Add a second tool, `list_calendar_events`, so Claude can check the existing schedule before creating something new. When Claude has multiple independent tool calls to make, it might retu… code-execution-tool Claude Developer Platform · in the page agents-and-tools/tool-use/code-execution-tool …eed to stay compatible with newer models. When you adopt a new model, check [Tool versions](https://platform.claude.com/docs/en/agents-and-tools/tool-use/code-execution-tool#tool-versions) and [Compat… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …otential prompt injection, they will automatically steer the model to check whether the instruction really came from you before acting on it. This extra protection won't be ideal for every use case (… define-tools Claude Developer Platform · in the page agents-and-tools/tool-use/define-tools …"content": [ { "type": "text", "text": "I'll help you check the current weather and time in San Francisco." }, { "type": "tool_use", "id": "toolu_01A09q90qw90lq9178… fine-grained-tool-streaming Claude Developer Platform · in the page agents-and-tools/tool-use/fine-grained-tool-streaming …A response can also stop at `max_tokens` midway through a parameter. Check the [stop reason](https://platform.claude.com/docs/en/build-with-claude/handling-stop-reasons) and decide whether to retry t… handle-tool-calls Claude Developer Platform · in the page agents-and-tools/tool-use/handle-tool-calls …"content": [ { "type": "text", "text": "I'll check the current weather in San Francisco for you." }, { "type": "tool_use", "id": "toolu_01A09q90qw9… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …# How it works When the memory tool is enabled, Claude automatically checks its memory directory before starting a task. As it works, Claude stores what it learns in files under `/memories` and reads… parallel-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/parallel-tool-use …e-opus-5-5", max_tokens=1024, messages=messages, tools=tools ) # Check for parallel tool calls tool_uses = [block for block in response.content if block.type == "tool_use"] print(f"\n✓ Claude… Process results programmatically Claude Developer Platform · in the page agents-and-tools/tool-use/programmatic-tool-calling …aude.com/blog/improved-web-search-with-dynamic-filtering)). Consider checking budget compliance across 20 employees: the traditional approach requires 20 separate model round-trips, pulling thousands… server-tools Claude Developer Platform · in the page agents-and-tools/tool-use/server-tools …eb_search_20250305", "name": "web_search", "max_uses": 10}], ) # Check if the response has pause_turn stop reason if response.stop_reason == "pause_turn": # Continue the conversation with… strict-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/strict-tool-use …": { "city": {"type": "string"}, "check_in": {"type": "string", "format": "date"}, "guests": {"type": "integer", "enum": [1, 2, 3, 4]}… text-editor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/text-editor-tool …for working with prime numbers.\n\nThis module provides functions to check if a number is prime\nand to generate a list of prime numbers up to a given limit.\n\"\"\"\n" } } ``` </Accordion>… Log at info level Claude Developer Platform · in the page agents-and-tools/tool-use/tool-runner …rable that yields messages from Claude. On each iteration, the runner checks whether Claude requested a tool use. If so, it runs the tool and sends the result back to Claude automatically, then yields… tool-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/tool-search-tool …gument names, or argument descriptions. **Debugging steps:** 1. Check tool name, description, argument names, and argument descriptions. Claude searches all of these fields. 2. Test your patte… troubleshooting-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/troubleshooting-tool-use …r tool | Tool name collision or overly-generic schema | Check for duplicate names across your tool list. Add `input_examples` to make the intended use concrete.… Beta Claude Developer Platform · in the page api/beta …inking block this request sends back fails the conversation check. Every field is optional; an empty object means every default. - `prefix_mismatch_behavior: optional Be… Deployments Claude Developer Platform · in the page api/beta/deployments …ptional for public ones. minLength: 1, maxLength: 4096 - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check ou… Archive Deployment Claude Developer Platform · in the page api/beta/deployments/archive …- `url: string` Github URL of the repository - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check… Create Deployment Claude Developer Platform · in the page api/beta/deployments/create …ptional for public ones. minLength: 1, maxLength: 4096 - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check ou… List Deployments Claude Developer Platform · in the page api/beta/deployments/list …e and can run sessions. Archived deployments also report this status; check `archived_at` to distinguish them. - `"paused"` The deployment is paused. Autonomous triggers are suppressed; manual… Pause Deployment Claude Developer Platform · in the page api/beta/deployments/pause …- `url: string` Github URL of the repository - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check… Get Deployment Claude Developer Platform · in the page api/beta/deployments/retrieve …- `url: string` Github URL of the repository - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check… Unpause Deployment Claude Developer Platform · in the page api/beta/deployments/unpause …- `url: string` Github URL of the repository - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check… Update Deployment Claude Developer Platform · in the page api/beta/deployments/update …ptional for public ones. minLength: 1, maxLength: 4096 - `checkout: optional BetaManagedAgentsBranchCheckout or BetaManagedAgentsCommitCheckout or null` Branch or commit to check ou… Dreams Claude Developer Platform · in the page api/beta/dreams …## Get a Dream **GET** `/v1/dreams/{dream_id}` Get a dream by ID to check its status, output memory store, and token usage. Archived dreams are returned too. See the [Dreams guide](https://platfor… Get a Dream Claude Developer Platform · in the page api/beta/dreams/retrieve …# Get a Dream **GET** `/v1/dreams/{dream_id}` Get a dream by ID to check its status, output memory store, and token usage. Archived dreams are returned too. See the [Dreams guide](https://platfor… Memory Stores Claude Developer Platform · in the page api/beta/memory_stores …alization, so clients can compute the same hash locally for staleness checks and as the value for a `content_sha256` precondition on update. Always populated, regardless of `view`. - `content_size_…
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