analytics

作者: sentry

在Sentry的前端UI中检测并发现分析事件。用于为按钮、页面、弹窗或自定义交互添加追踪,以及定义新的…

npx skills add https://github.com/getsentry/sentry --skill analytics

Analytics Instrumentation

Add analytics events to Sentry's frontend UI using established patterns.

Answering "How Many People Do X?"

When the user asks about usage, adoption, or interaction counts for a feature:

  1. Find the event: search Amplitude first (fastest), fall back to grepping the codebase.
  2. If the Amplitude MCP is connected, query the data directly and report results.
  3. If no matching event exists, tell the user the event is not tracked — then use AskUserQuestion to ask whether they want to instrument it. Do not proceed to instrumentation without explicit confirmation.

Read references/amplitude-mcp.md for the full discovery and querying workflow.

Before Any Change: Search First

NEVER create a new event without checking if one already exists.

  1. Search static/app/utils/analytics/ for events matching the feature domain.
  2. Grep for keywords related to the interaction (e.g., clicked, viewed, created).
  3. If a matching event exists, reuse it — add parameters if needed rather than creating a duplicate.
grep -rn "keyword" static/app/utils/analytics/ --include="*.tsx"

Event Naming Rules

RuleExample
Use snake_case with dots as separatorsfeedback.list-item-selected
First segment = feature domaindashboards2., issue_details., feedback.
Middle segments = section/context (optional)dashboards2.edit.
Last segment = action.clicked, .viewed, .created, .changed
Match the existing domain file's prefixIf events are in feedbackAnalyticsEvents.tsx, use feedback. prefix

Standard action suffixes:

User actionSuffix
Clicks a button/link.clicked or _clicked
Views a page.viewed
Submits a form.submitted or .created
Changes a setting.changed
Renders/loads content.rendered or .loaded
Dismisses UI.dismissed
Opens a modal/panel.opened

Choose the Right Tracking Pattern

What to trackPatternOpen reference
Page view on route navigationRoute analytics hooksreferences/tracking-patterns.md § Route-Level
Button or link clickButton analyticsEventKey propreferences/tracking-patterns.md § Button
Custom interaction (toggle, drag, select)trackAnalytics() callreferences/tracking-patterns.md § Manual
Modal or panel open/closetrackAnalytics() in handlerreferences/tracking-patterns.md § Manual
UI area context for eventsAnalyticsArea wrapperreferences/tracking-patterns.md § Area Context

When You Need to Define a New Event

Read references/event-definitions.md for step-by-step instructions.

Common Mistakes and Debugging

Read references/troubleshooting.md when:

  • An event isn't firing or appearing in Amplitude
  • You see TypeScript errors when calling trackAnalytics
  • You need to debug analytics locally
  • You're unsure whether an event needs an Amplitude name

Key Files

FilePurpose
static/app/utils/analytics.tsxMaster registry — all event maps merged, trackAnalytics export
static/app/utils/analytics/{domain}AnalyticsEvents.tsxDomain-specific event type definitions and name maps
static/app/utils/analytics/makeAnalyticsFunction.tsxFactory that creates typed trackAnalytics — do not call directly
static/app/utils/routeAnalytics/useRouteAnalyticsEventNames.tsxHook for route-level page view event names
static/app/utils/routeAnalytics/useRouteAnalyticsParams.tsxHook for route-level page view parameters
static/app/components/analyticsArea.tsxAnalyticsArea component and useAnalyticsArea hook
static/app/components/core/button/types.tsxButton analytics props (analyticsEventKey, analyticsEventName, analyticsParams)

Interaction Rules

Users of this skill may be less technical. Use AskUserQuestion at every decision point instead of dumping plans or code.

SituationAction
Event not found, user asked a data questionUse AskUserQuestion: "This isn't tracked yet. Want me to add instrumentation?"
User confirms they want instrumentationGo straight to implementation. Do not show code previews or step-by-step plans — just make the changes and summarize what you did.
Implementation is done, needs user action (e.g., Reload registration)State the remaining step clearly in your summary.

Never dump code blocks as a "plan" and then ask "Want me to make these changes?" — either present a short plain-English summary via AskUserQuestion for confirmation, or proceed directly if the user already asked for instrumentation.

Event Pipeline

Every trackAnalytics call flows through the GetSentry override in static/gsApp/utils/rawTrackAnalyticsEvent.tsx:

DestinationWhen it firesWhat it usesHow to query
ReloadAlwayseventKeyRedash
AmplitudeWhen eventName is non-null and org existseventNameAmplitude UI or MCP
PendoSame as AmplitudeeventNamePendo
  • Set eventName to a string (e.g., 'Logs Trace Link Clicked') to send to both Reload and Amplitude. This is the default for almost all events.
  • Set eventName to null only for high-volume events that would be too expensive for Amplitude. These are Reload-only and queryable via Redash.
  • Reload accepts events with allow_no_schema: true — no separate registration step is needed.
  • When searching for events, note that Reload-only events (null name) will not appear in Amplitude search. Fall back to grepping the codebase if Amplitude returns no results.

Non-Negotiable Constraints

  1. trackAnalytics() calls must be type-safe. Every event key passed to trackAnalytics() must exist in a *EventParameters type and be registered in the domain's event map. This enforces that organization is always passed and that call sites sharing the same event key use consistent parameters. Declarative helpers — button analyticsEventKey/analyticsParams props and useRouteAnalyticsParams — are exempt because each instance is a one-off: two buttons labeled "Save" are inherently different (different forms, different contexts), so there are no shared call sites and less value in centralized types.
  2. Prefer declarative helpers. Use button analytics props and route analytics hooks when they fit. Fall back to trackAnalytics() only for interactions those helpers don't cover.
  3. All events flow through trackAnalytics() or built-in helpers. Never call window.analytics, Amplitude.track(), or any other analytics SDK directly.
  4. Organization context is automatic. Pass organization to trackAnalytics — the override system handles the rest.
  5. Reuse over create. Always search for existing events before defining new ones.
  6. One event per interaction. Do not fire multiple events for the same user action.
  7. No PII in event parameters. Never include user emails, IP addresses, full names, or other personally identifiable information. Use opaque IDs (org ID, user ID) when identity context is needed.

来自 sentry 的更多技能

generate-frontend-forms
sentry
使用Sentry新表单系统创建表单的指南。在实现表单、表单字段、验证或自动保存功能时使用。
official
sentry-snapshots-cocoa
sentry
完整的 Sentry Snapshots 配置,适用于 Apple/Cocoa 项目。当被要求“设置 SnapshotPreviews”、“设置 Apple 快照测试”、“上传 Apple 快照到…”时使用。
official
architecture-review
sentry
员工级代码库健康审查。发现单体模块、静默失败、类型安全漏洞、测试覆盖缺口以及LLM友好性问题。
official
linear-type-labeler
sentry
根据每个问题的标题和描述内容,对Linear问题进行分类,并从Sentry工作区的标签分类体系中应用一个类型标签。
official
sentry-flutter-sdk
sentry
完整的Sentry SDK配置,适用于Flutter和Dart。当被要求“为Flutter添加Sentry”、“安装sentry_flutter”、“在Dart中配置Sentry”或配置错误…时使用。
official
sentry-svelte-sdk
sentry
为Svelte和SvelteKit提供完整的Sentry SDK设置。当被要求“为Svelte添加Sentry”、“为SvelteKit添加Sentry”、“安装@sentry/sveltekit”或配置……时使用。
official
vercel-react-best-practices
sentry
来自 Vercel 工程团队的 React 和 Next.js 性能优化指南。在编写、审查或重构 React/Next.js… 时应使用此技能。
official
sentry-tanstack-start-sdk
sentry
为TanStack Start React提供完整的Sentry SDK设置。当被要求“向TanStack Start添加Sentry”、“安装@sentry/tanstackstart-react”或配置错误…时使用。
official