One read of Claude Code CLIclaude-code-20261102T223702Z
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7373* **Lines of code with CC**: total lines of code across all merged PRs that were written with Claude Code assistance. Only "effective lines" are counted: lines with more than 3 characters after normalization, excluding empty lines and lines with only brackets or trivial punctuation.
7474* **PRs with Claude Code (%)**: percentage of all merged PRs that contain Claude Code-assisted code
7575* **Suggestion accept rate**: percentage of times users accept Claude Code's code editing suggestions, including Edit, Write, and NotebookEdit tool usage
76* **Lines of code accepted**: total lines of code written by Claude Code that users have accepted in their sessions. This excludes rejected suggestions and does not track subsequent deletions.
76* **Lines of code accepted**: total lines of code that Claude Code's Edit and Write tools added or removed in accepted edits. This excludes rejected suggestions, and lines deleted later don't reduce the total.
7777
7878### Explore the charts
7979
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188188
189189## Access analytics for API customers
190190
191API customers using the Claude Console can access analytics at [platform.claude.com/claude-code](https://platform.claude.com/claude-code). You need the UsageView permission to access the dashboard, which is granted to Developer, Billing, Admin, Owner, and Primary Owner roles. To pull the same daily per-user metrics programmatically, use the [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) with an Admin API key.
191API customers using the Claude Console can access analytics at [platform.claude.com/claude-code](https://platform.claude.com/claude-code). You need the UsageView permission to access the dashboard. The Developer, Billing, Admin, Owner, and Primary Owner roles have this permission. To pull daily per-user metrics programmatically, use the [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) with an Admin API key.
192192
193193> [!NOTE]
194194>
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196196
197197The Console dashboard displays:
198198
199* **Lines of code accepted**: total lines of code written by Claude Code that users have accepted in their sessions. This excludes rejected suggestions and does not track subsequent deletions.
199* **Lines of code accepted**: total lines of code that Claude Code's Edit and Write tools added or removed in accepted edits. This excludes rejected suggestions, and lines deleted later don't reduce the total.
200200* **Suggestion accept rate**: percentage of times users accept code editing tool usage, including Edit, Write, and NotebookEdit tools.
201* **Activity**: daily active users and sessions shown on a chart.
202* **Spend**: daily API costs in dollars alongside user count.
201* **Active users** and **Sessions**: daily counts of active users and Claude Code sessions.
202* **Spend**: daily API costs in dollars.
203203
204204### View team insights
205205
206The team insights table shows per-user metrics:
206The team insights table shows these per-user columns for the date range you select at the top of the dashboard, by default the last 30 days:
207207
208* **Members**: all users who have authenticated to Claude Code. API key users display by key identifier, OAuth users display by email address.
209* **Spend this month**: per-user total API costs for the current month.
210* **Lines this month**: per-user total of accepted code lines for the current month.
208* **Members**: users and API keys with reported Claude Code usage in that range. API key users display by key name, and OAuth users by email address.
209* **Spend**: per-user total API costs.
210* **Lines accepted**: per-user total of lines that the Edit and Write tools added or removed in accepted edits.
211211
212212> [!NOTE]
213213>
214> Spend figures in the Console dashboard are estimates for analytics purposes. For actual costs, refer to your billing page.
214> Spend figures in the Console dashboard are estimates for analytics purposes. For actual costs, refer to the [Cost page](https://platform.claude.com/cost).
215215
216216## Related resources
217217
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32283228<div class="tm-strip"><div class="tm-strip-head"><p class="tm-strip-title">Security review</p><a class="link tm-strip-all" href="/docs/claude-tag/concepts/security-and-data">Security and data handling</a></div><p>The security model, what admins can and can’t restrict, audit trails, and network requirements.</p></div>
32293229<h2 class="flex whitespace-pre-wrap group font-semibold" id="where-to-start-with-claude-tag"><div class="absolute" tabindex="-1"><a href="#where-to-start-with-claude-tag" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100 focus:opacity-100 focus:outline-0 group/link" aria-label="Navigate to header"><div class="size-6 rounded-md flex items-center justify-center shadow-xs text-gray-400 dark:text-white/50 dark:bg-background-dark dark:brightness-[1.35] dark:ring-1 dark:hover:brightness-150 bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20 group-focus/link:border-2 group-focus/link:border-primary dark:group-focus/link:border-primary-light"><svg aria-hidden="true" width="18" height="18" stroke-width="2" class="size-3 shrink-0"><use href="#mi-mint-1-Link"></use></svg></div></a></div><span class="cursor-pointer">Where to start with Claude Tag</span></h2>
32303230<div class="columns prose dark:prose-invert grid max-w-none gap-4 sm:grid-cols-[repeat(var(--cols),minmax(0,1fr))] @2xl/columns-container:grid-cols-[repeat(var(--cols),minmax(0,1fr))] @[0px]/columns-container:grid-cols-1 card-group dark:prose-dark gap-y-0 sm:grid-cols-[repeat(var(--cols),minmax(0,1fr))]!" style="--cols:2"><div class="card block font-normal group relative my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:border-primary! dark:hover:border-primary-light!" aria-labelledby="_R_ceaqqelubqoqe9qj4npfiutb_" tabindex="0" role="link"><div class="px-6 py-5 relative flex items-center gap-x-4" data-component-part="card-content-container"><div class="absolute text-gray-400 dark:text-gray-500 group-hover:text-primary dark:group-hover:text-primary-light top-5 right-5"><svg aria-hidden="true" width="18" height="18" stroke-width="2" class="m-0.5 size-3 shrink-0"><use href="#mi-mint-1-ExternalLink"></use></svg></div><div aria-hidden="true" class="size-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100 [&>svg]:size-6" data-component-part="card-icon"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! size-6 m-0! shrink-0 bg-primary dark:bg-primary-light" aria-hidden="true" focusable="false" style="-webkit-mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/gear.svg");-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/gear.svg");mask-repeat:no-repeat;mask-position:center"></svg></div><div class="w-full"><h2 id="_R_ceaqqelubqoqe9qj4npfiutb_" class="not-prose font-semibold text-base text-gray-800 dark:text-white" contentEditable="false" data-component-part="card-title">Set up Claude Tag</h2><div id="_R_ceaqqelubqoqe9qj4npfiutbH1_" class="prose font-normal text-base text-gray-600 dark:text-gray-400 leading-6 mt-0" data-component-part="card-content"><span data-as="p">Admins: pair your Slack workspace and launch</span></div></div></div></div><div class="card block font-normal group relative my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:border-primary! dark:hover:border-primary-light!" aria-labelledby="_R_keaqqelubqoqe9qj4npfiutb_" tabindex="0" role="link"><div class="px-6 py-5 relative flex items-center gap-x-4" data-component-part="card-content-container"><div class="absolute text-gray-400 dark:text-gray-500 group-hover:text-primary dark:group-hover:text-primary-light top-5 right-5"><svg aria-hidden="true" width="18" height="18" stroke-width="2" class="m-0.5 size-3 shrink-0"><use href="#mi-mint-1-ExternalLink"></use></svg></div><div aria-hidden="true" class="size-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100 [&>svg]:size-6" data-component-part="card-icon"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! size-6 m-0! shrink-0 bg-primary dark:bg-primary-light" aria-hidden="true" focusable="false" style="-webkit-mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/paper-plane.svg");-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/paper-plane.svg");mask-repeat:no-repeat;mask-position:center"></svg></div><div class="w-full"><h2 id="_R_keaqqelubqoqe9qj4npfiutb_" class="not-prose font-semibold text-base text-gray-800 dark:text-white" contentEditable="false" data-component-part="card-title">Hand Claude Tag your first task</h2><div id="_R_keaqqelubqoqe9qj4npfiutbH1_" class="prose font-normal text-base text-gray-600 dark:text-gray-400 leading-6 mt-0" data-component-part="card-content"><span data-as="p">It’s already in your channel: send your first message</span></div></div></div></div><div class="card block font-normal group relative my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:border-primary! dark:hover:border-primary-light!" aria-labelledby="_R_seaqqelubqoqe9qj4npfiutb_" tabindex="0" role="link"><div class="px-6 py-5 relative flex items-center gap-x-4" data-component-part="card-content-container"><div class="absolute text-gray-400 dark:text-gray-500 group-hover:text-primary dark:group-hover:text-primary-light top-5 right-5"><svg aria-hidden="true" width="18" height="18" stroke-width="2" class="m-0.5 size-3 shrink-0"><use href="#mi-mint-1-ExternalLink"></use></svg></div><div aria-hidden="true" class="size-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100 [&>svg]:size-6" data-component-part="card-icon"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! size-6 m-0! shrink-0 bg-primary dark:bg-primary-light" aria-hidden="true" focusable="false" style="-webkit-mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/diagram-project.svg");-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/diagram-project.svg");mask-repeat:no-repeat;mask-position:center"></svg></div><div class="w-full"><h2 id="_R_seaqqelubqoqe9qj4npfiutb_" class="not-prose font-semibold text-base text-gray-800 dark:text-white" contentEditable="false" data-component-part="card-title">How Claude Tag works</h2><div id="_R_seaqqelubqoqe9qj4npfiutbH1_" class="prose font-normal text-base text-gray-600 dark:text-gray-400 leading-6 mt-0" data-component-part="card-content"><span data-as="p">The session model, what it can read, and how memory follows places</span></div></div></div></div><div class="card block font-normal group relative my-2 ring-2 ring-transparent rounded-2xl bg-white dark:bg-background-dark border border-gray-950/10 dark:border-white/10 overflow-hidden w-full cursor-pointer hover:border-primary! dark:hover:border-primary-light!" aria-labelledby="_R_14eaqqelubqoqe9qj4npfiutb_" tabindex="0" role="link"><div class="px-6 py-5 relative flex items-center gap-x-4" data-component-part="card-content-container"><div class="absolute text-gray-400 dark:text-gray-500 group-hover:text-primary dark:group-hover:text-primary-light top-5 right-5"><svg aria-hidden="true" width="18" height="18" stroke-width="2" class="m-0.5 size-3 shrink-0"><use href="#mi-mint-1-ExternalLink"></use></svg></div><div aria-hidden="true" class="size-6 fill-gray-800 dark:fill-gray-100 text-gray-800 dark:text-gray-100 [&>svg]:size-6" data-component-part="card-icon"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! size-6 m-0! shrink-0 bg-primary dark:bg-primary-light" aria-hidden="true" focusable="false" style="-webkit-mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/list.svg");-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url("https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/regular/list.svg");mask-repeat:no-repeat;mask-position:center"></svg></div><div class="w-full"><h2 id="_R_14eaqqelubqoqe9qj4npfiutb_" class="not-prose font-semibold text-base text-gray-800 dark:text-white" contentEditable="false" data-component-part="card-title">Use case library</h2><div id="_R_14eaqqelubqoqe9qj4npfiutbH1_" class="prose font-normal text-base text-gray-600 dark:text-gray-400 leading-6 mt-0" data-component-part="card-content"><span data-as="p">Prompts to paste, by team and connection</span></div></div></div></div></div></div><div class="feedback-toolbar pb-16 w-full flex flex-col gap-y-8"><div class="flex flex-row flex-wrap gap-4 items-center justify-between"><p class="inline-block text-sm text-gray-600 dark:text-gray-400 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costs Changed · +5 / -3 lines
from line 16
1616>
1717> The Session block in `/usage` shows API token usage and is intended for API users. Claude Pro, Max, and Ultra subscribers have usage included in their subscription, so the session cost figure isn't relevant for billing purposes. Subscribers see plan usage bars, activity stats, and a usage breakdown on the same screen.
1818
19The Session block at the top of `/usage` shows detailed token usage statistics for your current session. Claude Code computes the dollar figure locally from token counts at list price, unless a [`modelPricing`](https://code.claude.com/docs/en/settings-reference#modelpricing) table is in effect. An administrator sets one in your organization's managed settings so the figure uses your contracted rates, and while a table is in effect the `Total cost` line carries the note `at your organization's configured rates`. The figure is an estimate, so for authoritative billing see the Usage page in the [Claude Console](https://platform.claude.com/usage).
19The Session block at the top of `/usage` shows detailed token usage statistics for your current session.
2020
21Claude Code computes the dollar figure locally from token counts at list price, unless a [`modelPricing`](https://code.claude.com/docs/en/settings-reference#modelpricing) table is in effect. An administrator sets one in your organization's managed settings so the figure uses your contracted rates, and while a table is in effect the `Total cost` line carries the note `at your organization's configured rates`. The figure is an estimate, so for authoritative billing see [Manage costs for your organization](#manage-costs-for-your-organization).
22
2123```text theme={null}
2224Total cost: $0.55
2325Total duration (API): 6m 20s
from line 147
145147| Your setup | See spend | Cap spend | Per-user reporting |
146148| :- | :- | :- | :- |
147149| [Claude for Teams or Enterprise](#claude-for-teams-and-enterprise) | [Spend report in org analytics](https://support.claude.com/en/articles/12883420-view-usage-analytics-for-team-and-enterprise-plans) | Spend limits in admin settings | [Spend report CSV](https://support.claude.com/en/articles/12883420-view-usage-analytics-for-team-and-enterprise-plans); [Enterprise Analytics API](https://platform.claude.com/docs/en/api/admin/analytics) on Enterprise |
148| [Claude Console (API)](#claude-console) | [Console usage page](https://platform.claude.com/usage) | Workspace spend limits | [Console dashboard](https://platform.claude.com/claude-code), [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) |
150| [Claude Console (API)](#claude-console) | [Console Cost page](https://platform.claude.com/cost) | Workspace spend limits | [Console dashboard](https://platform.claude.com/claude-code), [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) |
149151| [Amazon Bedrock, Google Cloud's Agent Platform, or Microsoft Foundry](#cloud-providers) | Your cloud billing console | Your cloud's budget controls | [OpenTelemetry](https://code.claude.com/docs/en/monitoring-usage.md) or an [LLM gateway](https://code.claude.com/docs/en/llm-gateway) |
150152
151153[OpenTelemetry export](https://code.claude.com/docs/en/monitoring-usage.md) works on every setup and is the only option that streams per-user token and cost metrics into your own observability stack in near real time.
from line 191
189191>
190192> For organizations with custom rate limits, Claude Code traffic in this workspace counts toward your organization's overall API rate limits. You can set a [workspace rate limit](https://platform.claude.com/docs/en/api/rate-limits#setting-lower-limits-for-workspaces) on this workspace's Limits page in the Claude Console to cap Claude Code's share and protect other production workloads.
191193
192For per-user reporting, the [Console dashboard](https://platform.claude.com/claude-code) shows spend and accepted lines per member, and the [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) returns the same daily per-user metrics programmatically with an [Admin API key](https://platform.claude.com/settings/admin-keys). See [analytics for API customers](https://code.claude.com/docs/en/analytics.md#access-analytics-for-api-customers).
194For per-user reporting, the [Console dashboard](https://platform.claude.com/claude-code) shows spend and lines accepted per member, and the [Claude Code Analytics API](https://platform.claude.com/docs/en/build-with-claude/claude-code-analytics-api) returns daily per-user metrics programmatically with an [Admin API key](https://platform.claude.com/settings/admin-keys). See [analytics for API customers](https://code.claude.com/docs/en/analytics.md#access-analytics-for-api-customers).
193195
194196#### Rate limit recommendations
195197
hooks Changed · +3 / -3 lines
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from line 576
576576| Field | Required | Description |
577577| :- | :- | :- |
578578| `prompt` | yes | Prompt text to send to the model. Use `$ARGUMENTS` as a placeholder for the hook input JSON. Escape with a backslash to include literal text: `\$1.00` renders as `$1.00` |
579| `model` | no | Model to use for evaluation. Defaults to the model Claude Code uses for [background functionality](https://code.claude.com/docs/en/costs.md#background-token-usage) |
579| `model` | no | Model to use for evaluation. Defaults to the model Claude Code uses for [background functionality](https://code.claude.com/docs/en/model-config.md#environment-variables) |
580580
581581### Reference scripts by path
582582
from line 3836
38363836
38373837Your `content` replaces the user's whole `content` object, so include the fields you aren't changing. Return `action` along with it, because Claude Code ignores a `hookSpecificOutput` that has no `action`.
38383838
3839ElicitationResult hooks also run when the user declines or cancels, and your `action` replaces theirs. Check tha
3839ElicitationResult hooks also run when the user declines or cancels, and your `action` replaces theirs. Che
llm-gateway-protocol Changed · +31 / -6 lines
#### Retry without a rejected beta value #### How long a rejected beta value stays out
from line 233
233233* When the upstream rejects a `role: "system"` entry inside `messages`, Claude Code retries once without those mid-conversation system messages and carries their text in user messages instead. Later requests in the conversation keep that shape until the developer runs `/clear` or the conversation compacts
234234* When the upstream rejects only the `cache_control` marker on a mid-conversation system message, Claude Code keeps the system messages and retries once with the marker moved. The marker goes on the last entry in `messages` that isn't a system message, in that retry and in later requests until Claude Code exits
235235* When the upstream rejects a [thinking signature](https://platform.claude.com/docs/en/build-with-claude/extended-thinking), including with a `400` whose message says the block is `bound to a different conversation`, Claude Code removes earlier thinking blocks from the request, retries, and keeps them out of every later request. New responses still include thinking
236* When the gateway or its upstream rejects the [advisor tool](https://code.claude.com/docs/en/advisor.md) entry in `tools` as an unrecognized tool type, Claude Code retries the request once without that entry and its `anthropic-beta` value. Later requests to that base URL leave the advisor out until Claude Code exits, and `/advisor` is unavailable to the developer for that time. Claude Code recognizes this rejection by a `400` or `422` response whose message names the tool type after `Input tag`, such as `Input tag 'advisor_20260301'`. Before v2.1.280, Claude Code didn't retry this rejection
237* When the upstream rejects `output_config.effort` or its `anthropic-beta` value, Claude Code retries and adds neither to requests for that model until Claude Code exits. Your gateway needs no change if it forwards the upstream's `400` unmodified and the message:
236* When the gateway or its upstream rejects the [advisor tool](https://code.claude.com/docs/en/advisor.md) entry in `tools` as an unrecognized tool type, Claude Code retries once without that entry and its `anthropic-beta` value. [Later requests](#how-long-a-rejected-beta-value-stays-out) omit them. Claude Code recognizes this rejection by a `400` or `422` response whose message names the tool type after `Input tag`, such as `Input tag 'advisor_20260301'`. Before v2.1.280, Claude Code didn't retry this rejection
237* When the upstream rejects `output_config.effort` or its `anthropic-beta` value, the gateway sees the request once more without them. [Later requests](#how-long-a-rejected-beta-value-stays-out) omit them. Your gateway needs no change if it forwards the upstream's `400` unmodified and the message:
238238 * Names `output_config.effort` alongside `Extra inputs are not permitted`
239239 * Says the model doesn't support the effort parameter
240240 * Starts with `Unexpected value(s)` and lists `effort-2025-11-24` for the `anthropic-beta` header. Requires v2.1.310 or later. Developers whose [`ANTHROPIC_BETAS`](https://code.claude.com/docs/en/env-vars) lists the value keep sending it and getting the `400`, so have them remove that entry
241* When the upstream rejects the `context_management` field or its `anthropic-beta` value, the gateway sees the request once more without them. If the gateway sees them again in a later request and the upstream rejects them again, the same retry follows. Claude Code recognizes this rejection by its message, for example one containing `context_management: Extra inputs are not permitted`. Before v2.1.304, Claude Code didn't retry this rejection
241* When the upstream rejects the `context_management` field or its `anthropic-beta` value, the gateway sees the request once more without them. [Later requests](#how-long-a-rejected-beta-value-stays-out) omit them. Claude Code recognizes this rejection by its message, for example one containing `context_management: Extra inputs are not permitted`. Before v2.1.304, Claude Code didn't retry this rejection
242* When a `400` rejects another `anthropic-beta` value by name, the gateway sees the request once more without it if [the retry covers that value](#retry-without-a-rejected-beta-value)
242243* When the upstream rejects a beta tool field other than `defer_loading`, such as `strict`, the `400` reaches the developer. Before it does, the gateway can see the request again [without the tool search fields](#retry-without-tool-search). To stop sending such fields, have developers set [`CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS=1`](#disable-pre-release-capabilities)
243244
244245The `bound to a different conversation` rejection comes from the API's [preserved thinking](https://platform.claude.com/docs/en/build-with-claude/preserved-thinking) check, which fails when `system`, `tools`, or earlier `messages` content differs from the request that produced the thinking. A gateway that rewrites any of that content can cause the rejection itself; [Libraries, proxies, and gateways](https://platform.claude.com/docs/en/build-with-claude/preserved-thinking#libraries-proxies-gateways) covers what to pass through unchanged.
from line 246
245246
246247Most of this retry logic matches on the upstream's error wording, so forward error response bodies unmodified. A gateway that wraps upstream errors in its own envelope breaks the recovery path, even when it preserves the status code, unless the envelope's message carries a stable `capability_rejected:` token. [Claude apps gateway substitutes those tokens for cloud providers' error wording](https://code.claude.com/docs/en/claude-apps-gateway-config.md#upstream-error-messages), for example `capability_rejected: prompt_too_long`.
247248
249#### Retry without a rejected beta value
250
251When a `400` rejects by name an `anthropic-beta` value that this retry covers, the gateway sees the request once more without it. [Later requests](#how-long-a-rejected-beta-value-stays-out) omit the value. Most values it covers require v2.1.314 or later.
252
253Your gateway needs no change if the message of the `400` it returns carries the value in either of these forms:
254
255* **The API's sentence**: the `Unexpected value(s)` sentence that lists the value for the `anthropic-beta` header
256* **A `beta_header:` token**: `capability_rejected: beta_header:` followed by the value, a [`capability_rejected:` token](#automatic-retry-and-error-forwarding)
257
258The retry doesn't cover cases such as a value with its own retry, a value Claude Code doesn't recognize, or a message that names no value:
259
260* **A value with its own retry, such as advisor or tool search**: the gateway sees [that capability's own retry](#automatic-retry-and-error-forwarding) instead
261* **A value Claude Code doesn't recognize**: a value that a developer set through `ANTHROPIC_BETAS` stays on each request, so the developer's requests keep failing with the `400`. Have the developer remove the entry
262* **A bare `invalid beta flag`**: Claude Code guesses which value the upstream rejected. If the request carried a value it guesses at, the gateway sees the request again without that value. If the `400` still reaches the developer, have your gateway name the rejected value in one of those forms
263
264#### How long a rejected beta value stays out
265
266| Upstream rejected | Requests that omit it | Until |
267| :- | :- | :- |
268| The advisor tool type, or the advisor's `anthropic-beta` value | Requests to the same base URL. `/advisor` is unavailable | Claude Code exits |
269| `output_config.effort` or its `anthropic-beta` value | Requests for the same model | Claude Code exits |
270| `context_management` or another `anthropic-beta` value the [retry by name](#retry-without-a-rejected-beta-value) covers | Requests in the same conversation | The conversation ends or Claude Code rebuilds its prompt, such as when the main conversation compacts |
271| `context_management` or another value that retry covers, when the error message opens with the API's own sentence for the rejection, such as `Unexpected value(s)`, or carries a `beta_header:` token | Also new conversations on the model the rejected request named, including after `/clear` | Claude Code exits |
272
248273#### Retry without tool search
249274
250On v2.1.305 or later, a request carrying [`defer_loading` fields and `tool_reference` blocks](https://code.claude.com/docs/en/mcp#tool-search-through-a-gateway) can arrive again without them after a `400` or `422` whose cause Claude Code doesn't recognize. After a successful retry, later requests omit them too.
275On v2.1.305 or later, Claude Code resends a request without [`defer_loading` fields and `tool_reference` blocks](https://code.claude.com/docs/en/mcp#tool-search-through-a-gateway) after a `400` or `422` that names tool search or whose cause it doesn't recognize. After a successful retry, later requests in that conversation omit them too.
251276
252The developer's requests keep working without any change on the gateway, with their MCP tools loaded upfront. Claude Code tries tool search again later, so the gateway can see another rejected request followed by its retry. For tool search itself, Claude Code expects the gateway to forward the `defer_loading` fields and `tool_reference` blocks with their `anthropic-beta` value.
277The developer's requests keep working without any change on the gateway, with their MCP tools loaded upfront. When Claude Code tries tool search again, the gateway sees another rejected request followed by its retry. For tool search itself, Claude Code expects the gateway to forward the `defer_loading` fields and `tool_reference` blocks with their `anthropic-beta` value.
253278
254279### Disable pre-release capabilities
255280
mcp Changed · +7 / -2 lines
from line 948
948948* For a server whose `Authorization` header you configured, in `headers` or through a [`headersHelper`](#use-dynamic-headers-for-custom-authentication), a `401` or `403` while connecting doesn't flag the server, because the credential to fix is the one you configured. Claude Code reports the connection as failed instead. If you set that header from a `${VAR}` reference, check whether that variable is one Claude Code [reads as empty](#credential-variables-that-read-as-empty).
949949* For a connector [delivered to a cloud session](#how-connectors-reach-claude-code), Claude Code doesn't run a sign-in flow, because the session's proxy authenticates to the connector with the authorization you granted in claude.ai. When a connector there needs authorizing again, reconnect it at [claude.ai/customize/connectors](https://claude.ai/customize/connectors) rather than from the session.
950950
951When an OAuth server you already signed in to rejects your stored token with `401 Unauthorized`, Claude Code refreshes the token, reconnects, and retries the request once. It flags the server in `/mcp` only if that retry also fails. In a `claude -p` or Agent SDK run on macOS, a request that Claude Code sent while it couldn't read your stored token fails with a [stored-credentials error](https://code.claude.com/docs/en/errors.md#couldnt-read-the-stored-credentials-for-mcp-server) instead.
951When an OAuth server you already signed in to rejects your stored token with `401 Unauthorized`, Claude Code reconnects with or without a new token:
952952
953* **Your stored login has a refresh token**: it refreshes the token, reconnects, and retries the request once. The server is flagged in `/mcp` only if that retry also fails.
954* **Your stored login has no refresh token**: it connects once without the token. If the server answers, its tools work while you're signed out, and the rejected token is deleted. If the server rejects that connection too, `/mcp` shows that the server needs authentication.
955
956In a `claude -p` or Agent SDK run on macOS, a request that Claude Code sent while it couldn't read your stored token fails with a [stored-credentials error](https://code.claude.com/docs/en/errors.md#couldnt-read-the-stored-credentials-for-mcp-server).
957
953958When the server rejects the stored refresh token, Claude Code immediately shows a notice pointing at `/mcp`. Open `/mcp` and select **Re-authenticate** on the server to sign in again before the next tool call fails.
954959
955960A custom server that returns a `WWW-Authenticate` header pointing to its authorization server gets the same automatic discovery as any other remote server.
from line 1829
18241829
18251830When `ANTHROPIC_BASE_URL` points to a gateway, Claude Code expects the gateway to forward `defer_loading` tool fields and `tool_reference` blocks [along with the `anthropic-beta` header](https://code.claude.com/docs/en/llm-gateway-protocol#beta-header-and-body-field-pairs). Tool search is on by default behind the gateway, so MCP tools are [deferred](#scale-with-mcp-tool-search) and requests include those fields and blocks. Before v2.1.304, tool search was off behind a gateway unless `ENABLE_TOOL_SEARCH` was `true`, `auto`, or `auto:N`.
18261831
1827On v2.1.305 or later, Claude Code can [retry a request without tool search](https://code.claude.com/docs/en/llm-gateway-protocol.md#retry-without-tool-search) after a `400` or `422` whose cause it doesn't recognize. When the retry works, nothing shows on screen and you don't need to do anything: MCP tools load upfront instead. Claude Code tries tool search again later, at the cost of another rejected request.
1832On v2.1.305 or later, Claude Code can [retry a request without tool search](https://code.claude.com/docs/en/llm-gateway-protocol.md#retry-without-tool-search) after a `400` or `422`. When the retry works, nothing shows on screen and you don't need to do anything: MCP tools load upfront instead. Claude Code tries tool search again later, at the cost of another rejected request.
18281833
18291834#### Tools that stay deferred below the `ENABLE_TOOL_SEARCH=auto` threshold
18301835
agent-sdk/cost-tracking Changed · +1 / -1 lines
from line 16
1616>
1717> One billing rule the SDK does model is [data residency pricing](https://platform.claude.com/docs/en/about-claude/pricing#data-residency-pricing). When a response's `usage` reports `inference_geo: "us"`, the SDK multiplies the list price of that response's tokens by 1.1. Per-request fees such as web search aren't multiplied. Requires TypeScript Agent SDK v0.3.239 or later, or Python Agent SDK v0.2.144 or later.
1818>
19> Use these fields for development insight and approximate budgeting. For authoritative billing, use the [Usage and Cost API](https://platform.claude.com/docs/en/build-with-claude/usage-cost-api) or the Usage page in the [Claude Console](https://platform.claude.com/usage). Do not bill end users or trigger financial decisions from these fields.
19> Use these fields for development insight and approximate budgeting. For authoritative billing, see [Manage costs for your organization](https://code.claude.com/docs/en/costs.md#manage-costs-for-your-organization). Don't bill end users or trigger financial decisions from these fields.
2020
2121## Understand token usage
2222
cli-reference Changed · +2 / -2 lines
from line 95
9595| `--init-only` | Run [Setup](https://code.claude.com/docs/en/hooks.md#setup) and `SessionStart` hooks, then exit without starting a conversation | `claude --init-only` |
9696| `--include-hook-events` | Include hook lifecycle events in the output stream. `SessionStart` and `Setup` hook events are always included and don't need this flag. Some hook events, such as `Notification`, `SessionEnd`, `PreCompact`, and `PostCompact`, never produce a `hook_started` event, even with this flag. For those events, Claude Code still emits `hook_progress` while a command hook that runs for more than a second produces output, and emits `hook_response` only when a [hook that runs in the background](https://code.claude.com/docs/en/hooks.md#run-hooks-in-the-background) finishes. Requires `--output-format stream-json` | `claude -p --output-format stream-json --verbose --include-hook-events "query"` |
9797| `--include-partial-messages` | Include partial streaming events in output. Requires `--print` and `--output-format stream-json` | `claude -p --output-format stream-json --verbose --include-partial-messages "query"` |
98| `--input-format` | Specify input format for print mode (options: `text`, `stream-json`) | `claude -p --output-format json --input-format stream-json` |
98| `--input-format` | Specify input format for print mode (options: `text`, `stream-json`) | `claude -p --input-format stream-json --output-format stream-json --verbose` |
9999| `--json-schema` | Get validated JSON output matching a JSON Schema after the agent completes its workflow (print mode only). See [structured outputs](https://code.claude.com/docs/en/agent-sdk/structured-outputs.md). Claude Code exits with an error on an invalid schema and accepts the `format` keyword as an annotation without client-side validation | `claude -p --json-schema '{"type":"object","properties":{...}}' "query"` |
100100| `--maintenance` | Run [Setup hooks](https://code.claude.com/docs/en/hooks.md#setup) with the `maintenance` matcher before the session (print mode only) | `claude -p --maintenance "query"` |
101101| `--max-budget-usd` | Stop the run once estimated spend on API calls reaches this amount (print mode only). Claude Code checks the cap against its [client-side cost estimate](https://code.claude.com/docs/en/agent-sdk/cost-tracking.md#estimates-not-billing), which can differ from your bill. Spend from [subagents](https://code.claude.com/docs/en/sub-agents.md) counts toward the cap. Spend can pass the cap, so [leave headroom](https://code.claude.com/docs/en/agent-sdk/agent-loop.md#budget-headroom). When you return to a conversation with `--continue` or `--resume`, totals [restored from earlier runs](https://code.claude.com/docs/en/agent-sdk/cost-tracking.md#accumulate-costs-across-multiple-calls) don't count toward it. Once spend reaches the cap, spawning another subagent fails with `Budget limit reached`, and Claude Code stops background subagents that are still running; the cap-enforcement behaviors require Claude Code v2.1.217 or later | `claude -p --max-budget-usd 5.00 "query"` |
102| `--max-turns` | Limit the number of agentic turns (print mode only). Exits with an error when the limit is reached. No limit by default. With `--input-format stream-json`, a message still queued when the limit ends a turn stays queued and starts a new turn with its own limit | `claude -p --max-turns 3 "query"` |
102| `--max-turns` | Limit the number of agentic turns (print mode only). No limit by default. With `--input-format stream-json`, a message still queued when the limit ends a turn stays queued and starts a new turn with its own limit | `claude -p --max-turns 3 "query"` |
103103| `--mcp-config` | Load MCP servers from JSON files or strings (space-separated). When you pass this flag with `-p`, Claude Code waits for still-pending servers to connect before running the first turn, up to the [`MCP_TIMEOUT`](https://code.claude.com/docs/en/env-vars) startup timeout, 30 seconds by default; a server with a [cached tool list](https://code.claude.com/docs/en/mcp.md#managing-your-servers) skips the wait and connects on first use. In a [self-hosted environment](https://code.claude.com/docs/en/self-hosted-environments-configuration.md#connection-timing), a shorter wait applies instead. The wait requires Claude Code v2.1.221 or later | `claude --mcp-config ./mcp.json` |
104104| `--model` | Sets the model for the current session with a [model alias](https://code.claude.com/docs/en/model-config.md#model-aliases) such as `sonnet`, `opus`, `haiku`, or `fable`, or a model's full name. Overrides the [`model`](https://code.claude.com/docs/en/settings-reference#model) setting and [`ANTHROPIC_MODEL`](https://code.claude.com/docs/en/model-config#environment-variables) | `claude --model claude-sonnet-5` |
105105| `--name`, `-n` | Set a display name for the session, shown in `/resume` and the terminal title. You can resume a named session with `claude --resume <name>`. [`/rename`](https://code.claude.com/docs/en/commands) changes the name mid-session and also shows it on the prompt bar | `claude -n "my-feature-work"` |
desktop Changed · +2 / -0 lines
from line 127
127127* Start or stop servers, or stop them all at once, from the **Dev servers** menu in the Browser pane's header
128128* Choose whether the Browser keeps cookies after you quit the app with **Keep cookies** in the Browser pane's **⋮** menu, so you don't have to sign in again during development
129129
130In an SSH session, you lose the pane's cookies when you quit Desktop. You can't change that with **Keep cookies**.
131
130132Claude creates the initial server configuration based on your project. If your app uses a custom dev command, edit `.claude/launch.json` to match your setup. See [Configure preview servers](#configure-preview-servers) for the full reference.
131133
132134To clear the Browser's saved data, select **Clear browsing data** in the Browser pane's **⋮** menu. To turn the Browser off entirely, turn off **Browser tools** in **Settings > Code** or **Settings > Claude Code**.
fast-mode Changed · +1 / -1 lines
from line 91
9191
9292* **Pro, Max, and Ultra**: you pay for fast mode from your usage credits. Go to [**Settings > Usage**](https://claude.ai/settings/usage) on claude.ai, where the **Usage credits** section shows how much you've spent in usage credits this month. That figure includes fast mode but doesn't break it out separately.
9393* **Team and Enterprise**: your organization pays for your fast mode usage from its usage credits. To see your own usage-credits spend, run [`/usage`](https://code.claude.com/docs/en/costs#check-your-usage-credits-spend). For where your organization sees that spend, see [Claude for Teams and Enterprise](https://code.claude.com/docs/en/costs.md#claude-for-teams-and-enterprise).
94* **Claude Console**: your organization pays for fast mode with the rest of its API usage. On the Console [Usage](https://platform.claude.com/usage) and [Cost](https://platform.claude.com/cost) pages, select **Speed (Research Preview)** in the **Group by** menu to separate fast mode from standard-speed usage. You see that option only when the selected date range includes fast mode usage.
94* **Claude Console**: your organization pays for fast mode with the rest of its API usage. On the Console [Usage](https://platform.claude.com/usage) and [Cost](https://platform.claude.com/cost) pages, select **Speed (research preview)** in the **Group by** menu to separate fast mode from standard-speed usage. You see that option only when the selected date range includes fast mode usage.
9595
9696## Decide when to use fast mode
9797
llm-gateway-rollout Changed · +1 / -1 lines
from line 162
162162| `CLAUDE_CODE_ENABLE_GATEWAY_MODEL_DISCOVERY` | Queries the gateway's `/v1/models` at startup and adds the returned names to the `/model` picker | Your gateway serves `/v1/models` and you want developers' pickers populated from it |
163163| `CLAUDE_CODE_DISABLE_EXPERIMENTAL_BETAS` | Stops Claude Code sending pre-release capability headers and body fields. [Disable pre-release capabilities](https://code.claude.com/docs/en/llm-gateway-protocol.md#disable-pre-release-capabilities) covers the exact scope | Your gateway forwards to an Amazon Bedrock or Google Cloud's Agent Platform upstream that rejects beta fields. See [Gateway requirements](#gateway-requirements) |
164164| `CLAUDE_CODE_SKIP_FAST_MODE_NETWORK_ERRORS` or `CLAUDE_CODE_SKIP_FAST_MODE_ORG_CHECK` | Restores [fast mode](https://code.claude.com/docs/en/fast-mode.md) when its availability check, which calls `api.anthropic.com` directly rather than following `ANTHROPIC_BASE_URL`, fails, is intercepted, or is skipped for lack of an Anthropic credential | Your organization uses fast mode, and developers authenticate with `ANTHROPIC_AUTH_TOKEN` alone, with a gateway-issued key in `ANTHROPIC_API_KEY` or from an `apiKeyHelper`, or your network blocks or intercepts direct requests to `api.anthropic.com`; [use fast mode behind proxies and LLM gateways](https://code.claude.com/docs/en/fast-mode.md#use-fast-mode-behind-proxies-and-llm-gateways) covers which of the two variables matches your configuration |
165| `ANTHROPIC_MODEL` or [`ANTHROPIC_DEFAULT_HAIKU_MODEL`](https://code.claude.com/docs/en/model-config) | Set which model name Claude Code requests for the main session and for background traffic | Your gateway routes model names that don't match Claude Code's defaults, or you route [background functionality](https://code.claude.com/docs/en/costs.md#background-token-usage) to a different model. Route both the override names and the built-in model IDs Claude Code requests when no override is set, since some background sub-calls request a built-in ID regardless of the override; [model configuration](https://code.claude.com/docs/en/model-config.md) covers which model each part of a session uses |
165| `ANTHROPIC_MODEL` or [`ANTHROPIC_DEFAULT_HAIKU_MODEL`](https://code.claude.com/docs/en/model-config) | Set which model name Claude Code requests for the main session and for background traffic | Your gateway routes model names that don't match Claude Code's defaults, or you route [background functionality](https://code.claude.com/docs/en/model-config.md#environment-variables) to a different model. Route both the override names and the built-in model IDs Claude Code requests when no override is set, since some background sub-calls request a built-in ID regardless of the override |
166166| `ANTHROPIC_BEDROCK_BASE_URL`, `ANTHROPIC_VERTEX_BASE_URL`, `ANTHROPIC_FOUNDRY_BASE_URL`, or `ANTHROPIC_AWS_BASE_URL` with the [variables for that provider](https://code.claude.com/docs/en/llm-gateway-connect.md#route-to-a-cloud-provider-through-a-gateway) | Point Claude Code at the gateway through a provider-specific base URL. Amazon Bedrock and Google Cloud's Agent Platform also switch to those providers' native request format | Your gateway fronts Amazon Bedrock, Google Cloud's Agent Platform, Microsoft Foundry, or the Claude Platform on AWS; see [API formats](https://code.claude.com/docs/en/llm-gateway-protocol.md#api-formats) |
167167
168168#### Distribute through managed settings
model-config Changed · +1 / -1 lines
from line 929
929929| `ANTHROPIC_DEFAULT_FABLE_MODEL` | The model to use for `fable`, and the model ID Claude Code recognizes as a Fable model for [automatic model fallback](#automatic-model-fallback) on third-party providers |
930930| `ANTHROPIC_DEFAULT_OPUS_MODEL` | The model to use for `opus`, or for `opusplan` when Plan Mode is active. |
931931| `ANTHROPIC_DEFAULT_SONNET_MODEL` | The model to use for `sonnet`, or for `opusplan` when Plan Mode is not active. |
932| `ANTHROPIC_DEFAULT_HAIKU_MODEL` | The model to use for `haiku`, or [background functionality](https://code.claude.com/docs/en/costs.md#background-token-usage) |
932| `ANTHROPIC_DEFAULT_HAIKU_MODEL` | The model to use for `haiku`, or background functionality |
933933| `CLAUDE_CODE_SUBAGENT_MODEL` | The default model for [subagents](https://code.claude.com/docs/en/sub-agents.md#choose-a-model), [agent team](https://code.claude.com/docs/en/agent-teams.md#specify-teammates-and-models) teammates, and [workflow](https://code.claude.com/docs/en/workflows.md) agents that aren't assigned a model another way. Accepts an alias such as `haiku` or a full model name. A per-invocation model or a definition's `model` field, including `inherit`, takes precedence. To change that, set [`CLAUDE_CODE_SUBAGENT_MODEL_FORCE`](https://code.claude.com/docs/en/sub-agents#run-every-subagent-on-one-model) |
934934
935935On third-party providers, [Customize pinned model display and capabilities](#customize-pinned-model-display-and-capabilities) describes what a pinned model's row in the `/model` picker shows.
monitoring-usage Changed · +1 / -1 lines
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15551555
15561556> [!NOTE]
15571557>
1558> Cost metrics are approximations. For official billing data, refer to your API provider (Claude Console, Amazon Bedrock, or Google Cloud's Agent Platform).
1558> Cost metrics are approximations. For official billing data, see [Manage costs for your organization](https://code.claude.com/docs/en/costs.md#manage-costs-for-your-organization).
15591559
15601560Claude Code counts each streaming response toward the cost and token metrics exactly once, including when a gateway or proxy behind `ANTHROPIC_BASE_URL` streams usage progressively across multiple frames.
15611561
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528528Whatever you answer, Claude keeps working:
529529
530530* **Yes, and keep allowing any reads outside the working directories**: the read runs, later reads outside the working directories run as before, and Claude Code records your answer so the prompt doesn't appear again
531* **No, and block reads outside the working directories from now on**: the read is refused, and Claude Code sets [`permissions.blockReadsOutsideWorkingDirectories`](https://code.claude.com/docs/en/settings-reference#permissions-blockreadsoutsideworkingdirectories) to `true` in your user settings, which makes the file tools refuse such reads in every later session and every permission mode. To let Claude read such a path later, add its directory with `/add-dir` or remove the setting.
531* **No, and block reads outside the working directories from now on**: the read is refused, and Claude Code sets [`permissions.blockReadsOutsideWorkingDirectories`](https://code.claude.com/docs/en/settings-reference#permissions-blockreadsoutsideworkingdirectories) to `true` in your user settings, which makes the file tools refuse such reads in this and every later session and every permission mode. To lift the block, remove the setting from every [settings file](https://code.claude.com/docs/en/settings.md#settings-files-and-who-they-affect) that sets it, then restart each running session. For one directory this session, use `/add-dir`.
532532* **No, and ask again next time**: the read is refused, and the next read outside the working directories prompts again
533533* **Yes, but ask again next time**: the read runs, nothing is saved, and the next read outside the working directories prompts again
534534
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10591059}
10601060```
10611061
1062To lift the block, remove the key from every settings file that sets it, then restart each running session.
1063
10621064Directories you add with `--add-dir`, `/add-dir`, or `additionalDirectories` in your user or managed settings count as working directories for the block. Directories added only in repository settings don't count: those in `.claude/settings.json`, and those in `.claude/settings.local.json` unless git reports that file as untracked. In a directory that isn't a git repository, or when git tracks the file, Claude Code treats `.claude/settings.local.json` as repository settings, so put directories you want to keep readable in your user settings instead.
10631065
10641066When [`autoMemoryDirectory`](#automemorydirectory) comes from the project's `.claude/settings.json`, or from a `.claude/settings.local.json` [treated as repository-supplied](https://code.claude.com/docs/en/permissions.md#when-your-local-settings-file-needs-trust), Claude Code loads no [auto memory](https://code.claude.com/docs/en/memory.md#storage-location) from that directory and saves none to it.
10651067
1066To lift the block, remove the key from every settings file that sets it, then start a new session.
1067
10681068#### Sandboxed commands under the block
10691069
10701070When [sandboxing](https://code.claude.com/docs/en/sandboxing.md) is on, the block also covers sandboxed commands. Claude Code denies them read access to your home directory and to the other roots that hold user files: `/Users`, `/home`, `/root`, `/Volumes`, `/mnt`, `/media`, `/run/media`, and `/srv`. It then re-opens the working directories, [worktrees](https://code.claude.com/docs/en/worktrees.md) Claude Code creates in the session, the session temp directory, and the parts of `~/.claude` that commands need, such as skills and plugins. While the block is in force, `allowRead` and `allowWrite` entries from repository settings don't count.
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34103410
34113411Once you set `commit` or `pr`, Claude Code ignores the deprecated `includeCoAuthoredBy` setting and uses its default text for whichever of the two you left unset.
34123412
3413Claude Code tells Claude that your own instructions about attribution, such as a CLAUDE.md or [memory](https://code.claude.com/docs/en/memory.md) rule, take pre
3413Claude Code tells Claude that your own instructions about attribution, such as a CLAUDE.md or [memory](https://code.claude.com/docs/en/memory.md) rule,