dt-obs-frontends
Real User Monitoring (RUM) on Dynatrace — web and mobile frontends. Core Web Vitals, user sessions, page performance, mobile crashes, frontend errors, and frontend-backend linking. Query via `user.events`, `user.sessions`, and `dt.frontend.*` metrics. Does NOT cover synthetic monitoring (HTTP/browse
By dynatrace · 1,927 installs
npx skills add dynatrace/dynatrace-for-ai --skill dt-obs-frontends
Source repository · Upstream listing
Frontend Observability (RUM)
Monitor web and mobile frontends using Real User Monitoring with DQL.
Targets the New RUM Experience only — do not use classic RUM data.
Concepts and data model: https://docs.dynatrace.com/docs/observe/digital experience/new rum experience/concepts
Data Model
Three data sources, each for a different question:
Source Use for Granularity
timeseries dt.frontend. Trends, dashboards, alerting Aggregated metric
fetch user.events Root cause, individual page views / requests / clicks / errors Per event
fetch user.sessions Bounce rate, session duration, session level aggregates Per session
Rule of thumb : start with metrics for the shape of the problem, drill into events for the why. Use sessions when the question is about user journeys, not individual interactions.
Full event model: https://docs.dynatrace.com/docs/semantic dictionary/model/rum/user events
DQL language reference (functions, syntax, operators): https://docs.dynatrace.com/docs/platform/grail/dynatrace query language
Key dt.frontend. metrics (all support dimensions: frontend.name , device.type , geo.country.iso code , browser.name , os.name , dt.rum.user type , dt.smartscape.frontend ):
dt.frontend.web.page.largest contentful paint / dt.frontend.web.page.interaction to next paint / dt.frontend.web.page.cumulative layout shift / dt.frontend.web.page.first input delay — Core Web Vitals
dt.frontend.web.navigation.time to first byte / dt.frontend.web.navigation.dom interactive / dt.frontend.web.navigation.load event end — Navigation timing
dt.frontend.error.count — Error counts
dt.frontend.request.count / dt.frontend.request.duration — Request volume and latency
dt.frontend.user action.count / dt.frontend.user action.duration — User action volume and duration
dt.frontend.session.active.estimated count / dt.frontend.user.active.estimated count — Active sessions and users (cardinality metrics; use countDistinct() aggregation)
Common Filters
All sources ( user.events + user.sessions ):
frontend.name — frontend identifier (preferred for all filtering); array on user.sessions (session can span multiple frontends). dt.smartscape.frontend is the Smartscape entity reference — use it to access entity attributes such as tags or linked services, not for name based filtering. Avoid querying Smartscape to resolve a name to an entity ID and then joining with user.events — always filter on frontend.name directly.
dt.rum.user type — real user , synthetic , robot
dt.rum.application.type — web or mobile
dt.rum.session.id , dt.rum.instance.id
os.name , geo.country.iso code , client.isp
client.ip — client IP address (sensitive field — hidden by default; see Field Permissions below)
user.events — web only:
browser.name , browser.version , device.type
user.events — mobile only:
device.model.identifier , device.manufacturer , app.short version
Common characteristic filters (scope user.events to a specific event type — use as filter characteristics.has X ):
characteristics.has page summary — page loads (web)
characteristics.has view summary — views (SPA + mobile screens)
characteristics.has navigation — navigation events
characteristics.has user action — user actions
characteristics.has error — all errors
Full characteristics reference: [references/characteristics.md](references/characteristics.md)
Field Permissions
Some fields are sensitive and belong to the builtin sensitive user events and sessions fieldset. They are hidden by default on both user.events and user.sessions — users without access see null , and queries that filter or group by these fields silently return no results.
Sensitive fields used in this skill:
client.ip — client IP address
user.identifier — real user identity
Grant access with the following policy statement:
Reference: [Field permissions](https://docs.dynatrace.com/docs/shortlink/rum on grail permissions field permissions)
Drill Down Pattern
Most investigations follow this layered approach regardless of the specific problem domain (errors, performance, background activity, etc.):
1. Identify the frontend
Start by grouping by: {frontend.name} to find which application is affected. Filter by dt.rum.application.type ( web or mobile ) if you need to split web from mobile analysis upfront.
2. Find the affected page or view
Both fields are available on all events (not scoped to a specific characteristic):
page.name — the page URL normalised to a Dynatrace entity name; web only
view.name — the SPA route or mobile screen name; available on web and mobile
Both can be present on the same event. For web SPAs, page.name reflects the top level document while view.name reflects the current route — grouping by view.name gives finer granularity. For mobile, use view.name only.
Additional narrowing dimensions
Dimension Field Platform When to use
Specific request / endpoint url.domain , url.path web + mobile Performance or error pattern on a specific API call
Individual user session dt.rum.session.id web + mobile Reproduce a specific user's journey; connects to session replay
Device form factor device.type web only Desktop vs mobile browser vs tablet pattern
Browser compatibility browser.name , browser.version web only Issue only on certain browsers
App version app.short version mobile only Regression introduced in a specific app release
Geography geo.country.iso code web + mobile Regional infrastructure or CDN issue
Synthetic vs real traffic dt.rum.user type web + mobile Exclude synthetic monitors before user facing analysis
Workflows
Each workflow maps to one or more references. Load the reference when you start the workflow, not upfront.
Workflow Reference
Event characteristics — types, filters, event type derivation [references/characteristics.md](references/characteristics.md)
Web Vitals (LCP, FCP, FID, INP, CLS) [references/web vitals.md](references/web vitals.md)
Session, bounce, engagement analysis [references/user sessions.md](references/user sessions.md)
User actions — interaction lifecycle, completion reasons, timeouts [references/user actions.md](references/user actions.md)
Errors, exceptions, frontend backend linking [references/error tracking.md](references/error tracking.md)
CSP violations — security policy enforcement and blocked resources [references/csp violations.md](references/csp violations.md)
Mobile app starts, crashes, ANR, native signals [references/mobile monitoring.md](references/mobile monitoring.md)
Request latency, long tasks, JS profiling, geo performance [references/web performance analysis.md](references/web performance analysis.md)
Visibility changes — tab switching, background time, engagement quality [references/visibility changes.md](references/visibility changes.md)
Slow page load — backend vs render vs network vs JS triage [references/slow page load playbook.md](references/slow page load playbook.md)
Diagnosing zero results, anomalies, ambiguous data [references/troubleshooting.md](references/troubleshooting.md)
Performance Thresholds (quick reference)
LCP : Good < 2.5 s Poor 4.0 s
INP : Good < 200 ms Poor 500 ms
CLS : Good < 0.1 Poor 0.25
FCP : Good < 1.8 s Poor 3.0 s
TTFB : Good < 800 ms Poor 1800 ms
Mobile cold start : Good < 3 s Poor 5 s
Mobile warm start : Good < 1.5 s Poor 2 s
Mobile hot start : Good < 500 ms Poor 1 s
Long tasks : 50 ms problematic, 250 ms severe
Web vitals thresholds (LCP, INP, CLS, FCP, TTFB): https://web.dev/articles/vitals
When to Use
Use this skill for real user web and mobile frontend telemetry — Core Web Vitals, sessions, clicks, errors, crashes, request latency from the browser/app, and frontend backend linking.
Use a different skill for:
Synthetic monitors / availability checks → dt obs synthetic
Backend services, traces, spans → dt obs services , dt obs tracing
Infrastructure, hosts → dt obs hosts
Logs → dt obs logs
Problems and incidents → dt obs problems