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List Compliance Groups Claude Developer Platform · in the page api/compliance/groups/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… Members Claude Developer Platform · in the page api/compliance/groups/members …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ### Headers - `"anthropic-version": optiona… List Compliance Group Members Claude Developer Platform · in the page api/compliance/groups/members/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… Organizations Claude Developer Platform · in the page api/compliance/organizations …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ### Headers - `"anthropic-version": optiona… List organizations Claude Developer Platform · in the page api/compliance/organizations/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… Roles Claude Developer Platform · in the page api/compliance/organizations/roles …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ### Headers - `"anthropic-version": optiona… List Compliance Roles Claude Developer Platform · in the page api/compliance/organizations/roles/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… Permissions Claude Developer Platform · in the page api/compliance/organizations/roles/permissions …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ### Headers - `"anthropic-version": optiona… List Compliance Role Permissions Claude Developer Platform · in the page api/compliance/organizations/roles/permissions/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… User Preferences Claude Developer Platform · in the page api/compliance/organizations/user_preferences …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. - `user_ids: optional array of string` Re… List organization members' personal preferences Claude Developer Platform · in the page api/compliance/organizations/user_preferences/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. - `user_ids: optional array of string` Re… Users Claude Developer Platform · in the page api/compliance/organizations/users …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ### Headers - `"anthropic-version": optiona… List organization users Claude Developer Platform · in the page api/compliance/organizations/users/list …results. Clients should treat this value as an opaque string and not attempt to parse or interpret its contents, as the format may change without notice. ## Headers - `"anthropic-version": optional… Batches Claude Developer Platform · in the page api/messages/batches …r response if processing failed, or the reason why processing was not attempted, such as cancellation or expiration. - `MessageBatchSucceededResult object` - `type: "succeeded"` d… Retrieve Message Batch results Claude Developer Platform · in the page api/messages/batches/results …r response if processing failed, or the reason why processing was not attempted, such as cancellation or expiration. - `MessageBatchSucceededResult object` - `type: "succeeded"` d… fallback-credit Claude Developer Platform · in the page build-with-claude/fallback-credit …ems the credit token on a retry against Claude Opus 4.8. When a retry attempt is rejected, the example degrades through the rejection ladder: the sequence of progressively simpler retry shapes covered… fast-mode Claude Developer Platform · in the page build-with-claude/fast-mode …hropic() def create_message_with_fast_fallback(max_retries=0, max_attempts=3, **params): try: return client.with_options(max_retries=max_retries).messages.create(**params) ex… handling-stop-reasons Claude Developer Platform · in the page build-with-claude/handling-stop-reasons …"> ```python Python def get_complete_response(client, prompt, max_attempts=3): messages = [{"role": "user", "content": prompt}] full_response = "" for _ in range(max_attempts):… mid-conversation-effort-example Claude Developer Platform · in the page build-with-claude/mid-conversation-effort-example …first wave completes, a second wave reuses the same subagent path to attempt to refute each result: every verifier re-derives the claims from the source, defaulting to refuted when uncertain. Both th… claude-prompting-best-practices Claude Developer Platform · in the page build-with-claude/prompt-engineering/claude-prompting-best-practices …rogress, making steady advances on a few things at a time rather than attempting everything at once. This capability especially emerges over multiple context windows or task iterations, where Claude c… prompting-claude-haiku-5-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-haiku-5-5 …early stopping. It also more than doubled the output tokens for each attempt. ## Tell coding agents to verify their changes At `low` and `medium` effort, Claude Haiku 5.5 sometimes reports a code c… prompting-claude-sonnet-5-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-sonnet-5-5 …-effort) describes, but no higher than you're willing to spend on one attempt. If you can't use structured outputs, ask for JSON in the prompt instead. The model then often works the problem out in t… refusals-and-fallback Claude Developer Platform · in the page build-with-claude/refusals-and-fallback …It names a model to retry directly when the API skipped the fallback attempt (for example, the fallback model was rate limited), and is `null` otherwise. It's a hint, not a guarantee. * `category` an… task-budgets Claude Developer Platform · in the page build-with-claude/task-budgets …oken budget for a multihour agentic coding task), it might decline to attempt the task at all, scope it down aggressively, or stop early with a partial result rather than start work it cannot complete… thinking Claude Developer Platform · in the page build-with-claude/thinking …Claude Opus 5, Claude Sonnet 5.5, and Claude Fable 5, a request that attempts to elicit the model's internal reasoning as part of the response text may be refused with `stop_details.category: "reason… API usage primer for Claude Claude Developer Platform · in the page claude_api_primer …"is_error": true } ] } ``` ### Invalid tool name If Claude's attempted use of a tool is invalid (for example, missing required parameters), try the request again with more-detailed `descripti… compliance-errors Claude Developer Platform · in the page manage-claude/compliance-errors …uld-retry` is `false`; retrying this error fails identically on every attempt. A 500 without the `x-should-retry: false` header is transient: retry with exponential backoff (start at 1 second, double… inference-hooks-endpoint Claude Developer Platform · in the page manage-claude/inference-hooks-endpoint …tries exactly once, after a 100ms delay, and only when the connection attempt fails. The retry shares the same timeout budget and carries the same `webhook-id` and the same signature. Once your AI sec… organization-webhooks Claude Developer Platform · in the page manage-claude/organization-webhooks …ork afterward. Any other response, or no response, counts as a failed attempt. * **Duplicates:** An endpoint might receive the same event more than once, with the same event `id` (the same value as t… plugins-api Claude Developer Platform · in the page manage-claude/plugins-api …| | `system-prompt-spoofing` | Imitates or attempts to replace Claude's system instructions. | | `covert-re… spend-limits-api Claude Developer Platform · in the page manage-claude/spend-limits-api …quest returns 200 with the existing resource. The endpoint rejects an attempt to deny an already-approved request so automation can distinguish a retry from a conflicting decision. Requires the `write… github-actions Claude Developer Platform · in the page manage-claude/wif-providers/github-actions …chever check failed; in most cases the deny reason is recorded on the attempt's entry in the [authentication history page](https://platform.claude.com/settings/workload-identity-federation?tab=history… kubernetes Claude Developer Platform · in the page manage-claude/wif-providers/kubernetes …_url` is only compared against the JWT's `iss` claim; Anthropic never attempts to reach it. If your issuer is publicly reachable, use `"jwks": {"type": "discovery"}` instead. <Warning> With `inline… Replace NODE_UID with the node's UID: Claude Developer Platform · in the page manage-claude/wif-providers/spiffe …is only compared against the JWT-SVID's `iss` claim. Anthropic never attempts to reach it. <Warning> SPIRE rotates JWT signing keys frequently, by default on the same cadence as the CA (`ca_ttl`,… wif-reference Claude Developer Platform · in the page manage-claude/wif-reference …a caller probe rule configuration. The deny reason is recorded on the attempt's entry in the [authentication history](https://platform.claude.com/settings/workload-identity-federation?tab=history) in… workload-identity-federation Claude Developer Platform · in the page manage-claude/workload-identity-federation …tocore`: * **Advisory refresh** at expiry minus 120 seconds. The SDK attempts a new exchange. If the token endpoint is unreachable, the SDK continues serving the cached token, which is still valid fo… environments Claude Developer Platform · in the page managed-agents/environments …ock.json` so the next `ant apply` updates this environment instead of attempting to create it again. </CodeGroupItem> ```python Python environment = client.beta.environments.create( name=… mcp-connector Claude Developer Platform · in the page managed-agents/mcp-connector …bdomain, or non-default port does. If none matches, the connection is attempted unauthenticated. See [Add a credential](https://platform.claude.com/docs/en/managed-agents/vaults#add-a-credential) for… scheduled-deployments Claude Developer Platform · in the page managed-agents/scheduled-deployments …ource has been archived, or if session creation is rate-limited. Each attempt generates a **deployment run** record, allowing you to track successes and failures independent of the session lifecycle.… secure-deployment-risks Claude Developer Platform · in the page managed-agents/secure-deployment-risks ….com/docs/en/managed-agents/secure-deployment) limit the effect if an attempt succeeds. Claude can also take a step you did not expect while it keeps working to complete the task you gave it. For exa… vaults Claude Developer Platform · in the page managed-agents/vaults …rURL`; csharp: `McpServerUrl`; go: `MCPServerURL`), the connection is attempted unauthenticated and will error if the server requires authentication. * When multiple vaults contain a matching credenti… webhooks Claude Developer Platform · in the page managed-agents/webhooks …s:** An endpoint can receive the same event more than once, and every attempt delivers the same top-level `event.id` (the same value as the `webhook-id` header). Deduplicate on it. * **Subscription s… whats-new-fable-5-1 Claude Developer Platform · in the page models/fable-5-1/whats-new-fable-5-1 …en it's in a category with low volumes of false positives, to disrupt attempts to circumvent Anthropic's safeguards at scale ([How refusals are billed](https://platform.claude.com/docs/en/build-with-c… claude-opus-4-7 Claude Developer Platform · in the page release-notes/system-prompts/claude-opus-4-7 …s unspecified, the person typically wants Claude to make a reasonable attempt now, not to be interviewed first. Claude only asks upfront when the request is genuinely unanswerable without the missing… claude-sonnet-5 Claude Developer Platform · in the page release-notes/system-prompts/claude-sonnet-5 …iguity or missing detail is a reason to choose a sensible default and attempt the task, not a reason to decline it. Claude asks a clarifying question only when proceeding would clearly waste effort or… handle-streaming-refusals Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/handle-streaming-refusals …at triggered the refusal, or clear the conversation history entirely. Attempting to continue without resetting will result in continued refusals. <Note> Usage metrics are still provided in the resp… mitigate-jailbreaks Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/mitigate-jailbreaks …of untrusted tool content. --- Jailbreaking and prompt injection are attempts to make Claude ignore its guidelines or your instructions. Although Claude is inherently resilient to such attacks, the a… reduce-prompt-leak Claude Developer Platform · in the page test-and-evaluate/strengthen-guardrails/reduce-prompt-leak …ant prompt engineering strategies only when **absolutely necessary**. Attempts to leak-proof your prompt can make the LLM’s overall task more complex, which might degrade performance in other parts of… How the agent loop works Claude Code CLI · in the page agent-sdk/agent-loop …Claude receives a rejection message as the tool result and typically attempts a different approach or reports that it couldn't proceed. ### Parallel tool execution When Claude requests multiple too… Give Claude custom tools Claude Code CLI · in the page agent-sdk/custom-tools …and permission, which controls whether a call is approved once Claude attempts it. `tools` and bare-name `disallowedTools` entries change availability. `allowedTools` and scoped `disallowedTools` rule…
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