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glossary Claude Developer Platform · in the page about-claude/glossary …ining is the initial process of training language models on a large unlabeled corpus of text. In Claude's case, autoregressive language models (such as Claude's underlying model) are pretrained to pre… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …asked for two lines: ```text wrap 4. Finish with exactly two lines: LABEL: <one of: bug-confirmed, needs-more-info, duplicate-candidate, feature-request, upstream-issue, perf, ui-polish> SUMMARY: <o… content-moderation Claude Developer Platform · in the page about-claude/use-case-guides/content-moderation …pt to changes or additions to moderation policies without extensive relabeling of training data. </Accordion> <Accordion title="You require interpretable reasoning for your moderation decisions">… Create an instance of the Claude API client Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …fication task: <AccordionGroup> <Accordion title="You have limited labeled training data available"> Traditional ML processes require massive labeled datasets. Claude's pre-trained model can ef… concepts Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/concepts …| Helm chart name | Tab label | | ----------------------- | ------------------------------------------------------------------------… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …metadata: name: hello-mcp spec: replicas: 1 selector: matchLabels: { app: hello-mcp } template: metadata: labels: { app: hello-mcp } spec: containers: - name:… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …es in a sidebar, tab titles, status-bar text, line numbers, or button labels. If Claude isn't zooming when you expect, ask about a specific region or element rather than the screen as a whole. 8. If y… Analytics Claude Developer Platform · in the page api/beta/organization/analytics …prefix. The literal 'unknown' bucket row gets a fixed 'Unknown skill' label. Null for private (user-defined) skills and members' personal-plugin skills — those names are not disclosed to analytics-key… Skills Claude Developer Platform · in the page api/beta/organization/analytics/skills …prefix. The literal 'unknown' bucket row gets a fixed 'Unknown skill' label. Null for private (user-defined) skills and members' personal-plugin skills — those names are not disclosed to analytics-key… Get Skill Usage Claude Developer Platform · in the page api/beta/organization/analytics/skills/list …prefix. The literal 'unknown' bucket row gets a fixed 'Unknown skill' label. Null for private (user-defined) skills and members' personal-plugin skills — those names are not disclosed to analytics-key… Skills Claude Developer Platform · in the page api/beta/skills …display_name: optional string or null` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at creation… Create Skill Claude Developer Platform · in the page api/beta/skills/create …display_name: optional string or null` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at creation… List Skills Claude Developer Platform · in the page api/beta/skills/list …ate-time - `display_name: string` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at crea… Get Skill Claude Developer Platform · in the page api/beta/skills/retrieve …ate-time - `display_name: string` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at crea… Skills Claude Developer Platform · in the page api/skills …display_name: optional string or null` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at creation… Create Skill Claude Developer Platform · in the page api/skills/create …display_name: optional string or null` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at creation… List Skills Claude Developer Platform · in the page api/skills/list …ate-time - `display_name: string` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at crea… Get Skill Claude Developer Platform · in the page api/skills/retrieve …ate-time - `display_name: string` Human-readable, single-line label for the Skill. Maximum 255 characters. Always set: derived from the SKILL.md frontmatter `name` when omitted at crea… claude-in-microsoft-foundry Claude Developer Platform · in the page build-with-claude/claude-in-microsoft-foundry …osoft-foundry#hosting-options) is listed as a separate model version, labeled with its hosting option (for example, version 1 for Hosted on Anthropic, version 2 for Hosted on Azure). 6. Select **Depl… sent_count = len(messages sent in the compaction request) Claude Developer Platform · in the page build-with-claude/compaction …"type": "summarize"} }' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant beta:messages create --beta compact-2026-09-04 < request.yaml ``` <File filename="re… compaction-on-demand Claude Developer Platform · in the page build-with-claude/compaction-on-demand …"type": "summarize"} }' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant beta:messages create --beta compact-2026-09-04 < request.yaml ``` <File filename="re… mid-conversation-system-messages Claude Developer Platform · in the page build-with-claude/mid-conversation-system-messages …] } ] }' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant beta:messages create --beta inline-tools-2026-09-15 < request.yaml ``` <File filenam… overview Claude Developer Platform · in the page build-with-claude/overview …lists the platforms that offer a feature. A platform listed without a label offers the feature as stable, fully supported, and recommended for production use, with no beta header and with standard API… claude-prompting-best-practices Claude Developer Platform · in the page build-with-claude/prompt-engineering/claude-prompting-best-practices …tion tasks, use either tools with an enum field containing your valid labels or structured outputs. </Accordion> <Accordion title="Eliminating preambles"> Prefills like `Here is the requested summa… prompting-claude-fable-5 Claude Developer Platform · in the page build-with-claude/prompt-engineering/prompting-claude-fable-5 …Spell out terms. Don't use arrow chains, hyphen-stacked compounds, or labels you made up earlier. When you mention files, commits, flags, or other identifiers, give each one its own plain-language cla… skills-guide Claude Developer Platform · in the page build-with-claude/skills-guide …financial_skill/analyze.py" ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply financial_skill ``` <File filename="financial_skill/SKILL.md"> ```markdo… vision Claude Developer Platform · in the page build-with-claude/vision …nt. When sending several images, introduce each one with a short text label (`Image 1:`, `Image 2:`, and so on) so you can refer to them by name in your prompt and in follow-up turns. <CodeGroup> `… vision-coordinates Claude Developer Platform · in the page build-with-claude/vision-coordinates …r bounding boxes, points, and UI elements. --- Claude can locate and label regions of an image (for example, returning bounding boxes for tables, form fields, chart elements, or UI components). This… apply Claude Developer Platform · in the page cli-sdks-libraries/cli/apply …file under `agents/` and apply it: <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply agents/summarizer.md ``` <File filename="agents/summarizer.md"> ```markdown --… home Claude Developer Platform · in the page home …/HomeQuickChip> </HomeHero> <HomeSection> <HomeSectionHeader label="Platform" title="Choose how you build" description="Pick the developer surface that matches your approach, and the infrastr… cmek-aws-kms Claude Developer Platform · in the page manage-claude/cmek-aws-kms …tion="Add an alias and description for the key."> ![AWS KMS Add labels step with an alias of anthropic-cmek and a description of Anthropic CMEK.](https://platform.claude.com/docs/images/cmek/aws… user-management Claude Developer Platform · in the page manage-claude/user-management …ess_all_ga` (every stable product feature, that is, every feature not labeled beta or research preview) is a blanket grant (one that covers neither model access nor the `permission_`-prefixed admin-pa… Create the app registration that represents the Claude API audience. Claude Developer Platform · in the page manage-claude/wif-providers/azure …audience api://AzureADTokenExchange ``` </Step> <Step title="Label the pod and set its service account"> The pod must carry the `azure.workload.identity/use: "true"` label and run as the… Replace NODE_UID with the node's UID: Claude Developer Platform · in the page manage-claude/wif-providers/spiffe …oken. On older SPIRE versions without `-output`, the command prints a labeled block instead. In that case, pipe the default output through `awk '/^[[:space:]]*eyJ/{print $1; exit}'` to extract the tok… agent-setup Claude Developer Platform · in the page managed-agents/agent-setup …-r '.version' <<< "$agent") ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply coding-assistant.md ``` <File filename="coding-assistant.md"> ```markdow… DCF Model Rubric Claude Developer Platform · in the page managed-agents/define-outcomes …Output Quality - All figures are in a single .xlsx file with clearly labeled sheets - Key assumptions are on a separate "Assumptions" sheet - Sensitivity analysis on WACC and terminal growth rate is… environments Claude Developer Platform · in the page managed-agents/environments …estricted"} } } EOF ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply environment.yaml ``` <File filename="environment.yaml"> ```yaml #… files Claude Developer Platform · in the page managed-agents/files …y" } ] }' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant beta:sessions create \ --agent agent_01J8XkN5uT3vHpLqRfWdY2 \ --environment-id en… github Claude Developer Platform · in the page managed-agents/github …} ] } JSON ) ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply code-reviewer.md ``` <File filename="code-reviewer.md"> ```markdown… mcp-connector Claude Developer Platform · in the page managed-agents/mcp-connector …'.id' <<<"$agent_response") ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply github-assistant.md ``` <File filename="github-assistant.md"> ```markdow… memory Claude Developer Platform · in the page managed-agents/memory …ces and project context."}' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply memory_store.yaml ``` <File filename="memory_store.yaml"> ```yaml… migration Claude Developer Platform · in the page managed-agents/migration …m_pid}" 2>/dev/null || true ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply agent.md session_id=$(ant beta:sessions create \ --agent "{type: agent, id:… multiagent-orchestration Claude Developer Platform · in the page managed-agents/multiagent-orchestration …] } } EOF ) ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply engineering-lead.md reviewer.md test-writer.md ``` <File filename="engineering… permission-policies Claude Developer Platform · in the page managed-agents/permission-policies …} } ] }') ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply agent.md ``` <File filename="agent.md"> ```markdown --- name… quickstart Claude Developer Platform · in the page managed-agents/quickstart …on: $AGENT_VERSION" ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply coding-assistant.md ``` <File filename="coding-assistant.md">… reference Claude Developer Platform · in the page managed-agents/reference …(preferred for dropdown menus) * "Claude" (when within a menu already labeled "Agents") * "\{YourAgentName} Powered by Claude" (if you have an existing agent name) **Not permitted:** * "Claude Code"… scheduled-deployments Claude Developer Platform · in the page managed-agents/scheduled-deployments …a/New_York" } } EOF ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply deployment.md ``` <File filename="deployment.md"> ```markdown ---… spawn.sh: called once per claimed work item Claude Developer Platform · in the page managed-agents/self-hosted-sandboxes …hosted"} }' ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply environment.yaml ``` <File filename="environment.yaml">… skills Claude Developer Platform · in the page managed-agents/skills …files[]=@example_skill.zip" ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply skills/pr-summary ``` <File filename="skills/pr-summary/SKILL.md"> ```ma… tools Claude Developer Platform · in the page managed-agents/tools …} ] } EOF ) ``` <MultiFileExample language="cli" label="CLI"> ```bash CLI ant apply agent.md ``` <File filename="agent.md"> ```markdown --- name…
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