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Create custom subagents Claude Code CLI · in the page sub-agents …oot cause analysis. When invoked: 1. Capture error message and stack trace 2. Identify reproduction steps 3. Isolate the failure location 4. Implement minimal fix 5. Verify solution works Debugging… Tools reference Claude Code CLI · in the page tools-reference …by name across the workspace * Find implementations of an interface * Trace call hierarchies Claude Code keeps the tool inactive until you install a [code intelligence plugin](/docs/en/plugins/code-i… Get started with Claude Code in the cloud Claude Code CLI · in the page web-quickstart …s done * **Code questions and exploration**: understand a codebase or trace how a feature is implemented without a local checkout For work that needs your local config, tools, or environment, running… Artifacts in Claude Science Claude Documentation · in the page claude-science/artifacts …nto a project, such as figures, datasets, and reports. Open, version, trace, and delete them. In Claude Science, an artifact is a file Claude saves into the project: a figure, processed dataset, repo… The Ulam spiral: are the primes' diagonal streaks real? Claude Documentation · in the page claude-science/example-gallery/math-ulam …primes, 1,229 of them below 10,000, as published. Euler's n² + n + 41 traces the 2 richest streaks (over 70% prime along its 2 rays, each one half of a diagonal, running outward from the diagonal's ce… Review what Claude Tag has done Claude Documentation · in the page claude-tag/admins/audit …connected tool's audit log. See what the Activity page covers, how to trace an action to its source, and where each connected tool keeps logs. > [!NOTE] > > Claude Tag is in public beta. Features and… Connect Amplitude Claude Documentation · in the page claude-tag/admins/connections/amplitude …rojects you add that user to and keeps Claude's activity in Amplitude traceable to one account. This route connects to the MCP server for Amplitude's US data center. If you sign in to Amplitude at `a… Connect Datadog Claude Documentation · in the page claude-tag/admins/connections/datadog …ath prefixes that cover Datadog's read and query routes: metric, log, trace, and RUM queries, monitors, downtimes, dashboards, SLOs, notebooks, events, hosts, service definitions, and incident search.… Connect Sentry Claude Documentation · in the page claude-tag/admins/connections/sentry …entry > Connect Sentry to Claude Tag so it can pull errors and stack traces into threads. Covers the dedicated account to create, the token fields, and the URL to allow. > [!NOTE] > > Claude Tag is… How agent identity works Claude Documentation · in the page claude-tag/concepts/agent-identity …create-accounts-for-claude%E2%80%99s-other-tools). The diagram below traces one request through this process. ![Diagram showing the request path across three zones, labeled your Slack workspace, Ant… Fix bugs Claude Documentation · in the page claude-tag/users/use-cases/fix-bugs …ith the team. ```text wrap theme={null} @Claude why is this failing? Trace it to a cause and post what you find — diagnosis only, no fix. ``` Naming the deliverable, a cause rather than a patch, kee… Troubleshoot your connector Claude Documentation · in the page connectors/building/troubleshooting …your server-side logs show during the attempt. The ID lets Anthropic trace the exact failure on its side, and it's time-limited, so report soon after the failure. For a tool-call failure there's no r… Changelog Claude Documentation · in the page cowork/changelog …file, or a `managed-settings.json`) being able to turn OpenTelemetry trace export back on after an administrator configured a collector with traces off; with `otlpEndpoint` set, Cowork and Code sessi… Monitoring Claude Documentation · in the page cowork/monitoring …nking all events produced while processing a single user prompt | To trace all activity triggered by a single prompt, filter your events by a specific `prompt.id` value. On third-party deployments,… Available settings Claude Documentation · in the page government/config/settings …here each record comes from. | Not set | All products | | **Telemetry traces** (beta) | Adds [traces](/docs/third-party/claude-desktop/telemetry#traces-beta), so that the events of one request can be… Data storage and retention Claude Documentation · in the page office-agents/data-storage …lude the error text and the hosts the add-in contacted | | Diagnostic traces, logs, and metrics sent to Anthropic | Counts, durations, error types, the model, request IDs, the names of built-in tools,… Use Claude for Excel Claude Documentation · in the page office-agents/excel …orms). ## Key features ### Understand complex models Ask Claude to trace assumptions, explain formulas, or walk through how a number was derived. Answers include cell-level citations you can click… Configure a custom OpenTelemetry collector Claude Documentation · in the page office-agents/opentelemetry …tor receives When a custom collector is configured, the add-in sends trace data for every user turn. Each turn produces a tree of spans covering the prompt, each model call, each tool execution, file… Performance and limits Claude Documentation · in the page office-agents/performance …f until an admin enables it. Fourth, your collector: an OpenTelemetry trace for every user turn.](https://mintcdn.com/claude-ai/_Xjykq_jOPUQ7vjH/images/office-agents/performance/perf-where-to-look.png… Deploy with Enterprise Admin Console Claude Documentation · in the page third-party/claude-desktop/admin-console …en while the **Block essential telemetry** switch is off. Error stack traces and performance timings still leave the device while the **Block essential telemetry** switch is off. An app that is alread… Configuration reference Claude Documentation · in the page third-party/claude-desktop/configuration …tResponses`, `toolDetails`, `toolContent`, `rawApiBodies`. | | Export traces `otlpTracesEnabled` | `boolean` | MDM + Bootstrap Added in 1.22209.0 | — | Also export OpenTelemetry traces from Cowork tas… Configuration changelog Claude Documentation · in the page third-party/claude-desktop/configuration-changelog …*v1.22209.0** | MDM key | Type | Description | | - | - | - | | [`otlpTracesEnabled`](/docs/third-party/claude-desktop/configuration#otlptracesenabled) | `boolean` | Export traces (beta) | **JSON (e.… User identity and local data Claude Documentation · in the page third-party/claude-desktop/data-storage …er is random per device and per OS-user account, and Anthropic cannot trace it back to a real device or person. In an organization managed from the [Enterprise Admin Console](/docs/third-party/claude-… Telemetry and egress Claude Documentation · in the page third-party/claude-desktop/telemetry …anaged-profile). ### Essential telemetry Crash reports, error stack traces, and performance timings. Contains diagnostic metadata (app version, OS, error type, redacted stack frames) but **never pro… Enterprise Interest Group Charter Model Context Protocol · in the page community/interest-groups/enterprise …[@olaservo](https://github.com/olaservo) | | Participant | | Varun | TraceForce | [@vawadhwa88](https://github.com/vawadhwa88) | | Participant | | Markus Mueller | Boomi | [@mquadrat](https://github.… SEP Guidelines Model Context Protocol · in the page community/sep-guidelines …ng the conformance repository's draft spec-version tag * A structured traceability file (`sep-NNNN.yaml`) mapping each MUST/MUST NOT and SHOULD/SHOULD NOT in the SEP's Specification section to either… Debugging Model Context Protocol · in the page docs/2024-11-05/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Debugging Model Context Protocol · in the page docs/2025-03-26/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Debugging Model Context Protocol · in the page docs/2025-06-18/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Debugging Model Context Protocol · in the page docs/2025-11-25/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Debugging Model Context Protocol · in the page docs/2026-07-28/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Configuration and flags Model Context Protocol · in the page docs/2026-07-28/tools/inspector/configuration …e same meaningful-value rule, so a stray `DEBUG=0` doesn't turn stack traces on and `DEBUG` still works as the npm `debug` package's namespace filter. | ### CLI and TUI Some of these are read by the… Debugging Model Context Protocol · in the page docs/draft/tools/debugging …mestamps * Track request IDs 2. **Error Handling** * Log stack traces * Include error context * Track error patterns * Monitor recovery 3. **Performance Tracking** * Log operation… Configuration and flags Model Context Protocol · in the page docs/draft/tools/inspector/configuration …e same meaningful-value rule, so a stray `DEBUG=0` doesn't turn stack traces on and `DEBUG` still works as the npm `debug` package's namespace filter. | ### CLI and TUI Some of these are read by the… SEP-1730: SDKs Tiering System Model Context Protocol · in the page seps/1730-sdks-tiering-system …nce Testing All SDKs must undergo conformance testing using protocol trace validation: for details see [Conformance Testing RFC (forthcoming)](https://github.com/modelcontextprotocol/modelcontextprot… SEP-1850: PR-Based SEP Workflow Model Context Protocol · in the page seps/1850-pr-based-sep-workflow …Eliminates race conditions around manual numbering * Creates natural traceability between proposal and discussion * Prevents number conflicts * Simplifies the contribution process * Maintains a singl… SEP-2484: Require Conformance Tests for Standards Track SEPs to Reach Final Status Model Context Protocol · in the page seps/2484-conformance-tests-required-for-final-seps …e merged into the conformance repository, accompanied by a structured traceability file mapping each MUST/MUST NOT and SHOULD/SHOULD NOT to a check or a documented exclusion. This keeps the conformanc… SEP-2567: Sessionless MCP via Explicit State Handles Model Context Protocol · in the page seps/2567-sessionless-mcp …s. **Servers using session ID as a telemetry key.** Some servers tag traces, logs, or rate-limit buckets with the session ID to correlate activity within a session. This already worked inconsistently… SEP-2640: Skills Extension Model Context Protocol · in the page seps/2640-skills-extension …) **Conformance tests:** * Client and server scenarios with the SEP traceability file (`sep-2640.yaml`): [conformance#330](https://github.com/modelcontextprotocol/conformance/pull/330) **Prototype… Specification Enhancement Proposals (SEPs) Model Context Protocol · in the page seps/index …-07-08 | | [SEP-414](/seps/414-request-meta) | Document OpenTelemetry Trace Context Propagation Conventions | Final | Standards Track | 2025-04-25 | ## SEP Status Definitions | Status | Definition |… Overview Model Context Protocol · in the page specification/2026-07-28/basic/index …iptions](/specification/2026-07-28/basic/patterns/subscriptions) | | `traceparent`, `tracestate`, `baggage` | OpenTelemetry trace context propagation | OpenTelemetry trace context (below) | Official… Key Changes Model Context Protocol · in the page specification/2026-07-28/changelog …ensions/overview) beyond the core protocol. 2. Document OpenTelemetry trace context propagation conventions for `_meta` keys (`traceparent`, `tracestate`, `baggage`) ([SEP-414](https://github.com/mode… Overview Model Context Protocol · in the page specification/draft/basic/index …ubscriptions](/specification/draft/basic/patterns/subscriptions) | | `traceparent`, `tracestate`, `baggage` | OpenTelemetry trace context propagation | OpenTelemetry trace context (below) | Official…
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