/testing
Probe, load-test, and instrument frontends from Grafana Cloud. Covers Synthetic Monitoring (HTTP / DNS / TCP / Ping / Traceroute / Multihttp / k6-browser scripted checks from 20+ global probes, alert on `probe_success` + TLS-cert expiry), Grafana Cloud k6 (distributed load tests
$ npx -y skills add grafana/skills --skill testing --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
- You can call itInvoke it directly when you want it.
- Slash command
/testing
Context preview
The summary Claude sees to decide when to auto-load this skill.
Probe, load-test, and instrument frontends from Grafana Cloud. Covers Synthetic Monitoring (HTTP / DNS / TCP / Ping / Traceroute / Multihttp / k6-browser scripted checks from 20+ global probes, alert on `probe_success` + TLS-cert expiry), Grafana Cloud k6 (distributed load tests
SKILL.md
testing.SKILL.mdname: testing
license: Apache-2.0
description: Probe, load-test, and instrument frontends from Grafana Cloud. Covers Synthetic Monitoring (HTTP / DNS / TCP / Ping / Traceroute / Multihttp / k6-browser scripted checks from 20+ global probes, alert on `probe_success` + TLS-cert expiry), Grafana Cloud k6 (distributed load tests across AWS load-zones, scenarios, `http_req_duration` thresholds, CI integration via `grafana/k6-action`), and Frontend Observability with Faro Web SDK (RUM, Core Web Vitals, custom events, `pushError`, distributed-trace correlation). Use when checking website / API uptime from multiple regions, gating a release on a load test, watching for TLS-cert renewal, instrumenting a React/Vue app, tracking Core Web Vitals, or correlating frontend errors to backend traces — even when the user says "is my login flow up?", "monitor my API", "ping our endpoint every minute", "release-gate load test", "browser performance monitoring", "session replay", or "RUM" without naming Synthetic Monitoring / k6 / Faro.
Grafana Cloud Testing
> **Docs**: https://grafana.com/docs/grafana-cloud/testing/
Three pillars: external probing (Synthetic Monitoring), load testing (k6 Cloud), real-user monitoring (Faro).
Prerequisites
- Grafana Cloud stack
- Synthetic Monitoring: SM access token (`sm:write`)
- k6 Cloud: a Grafana Cloud k6 token + projectID
- Faro: a Faro app + write-token from **Frontend Observability → Apps**
Common Workflows
1. Create + verify a Synthetic HTTP check
# 1. Create the check (full payload in references/synthetic.md)
curl -X POST https://synthetic-monitoring-api.grafana.net/sm/checks \
-H "Authorization: Bearer <sm-token>" -H "Content-Type: application/json" \
-d '{"job":"website","target":"https://example.com","frequency":60000,"timeout":15000,
"enabled":true,"probes":[1,5,10],
"settings":{"http":{"method":"GET","validStatusCodes":[200]}}}'
# 2. List checks — confirm it exists and is enabled
curl -s https://synthetic-monitoring-api.grafana.net/sm/checks \
-H "Authorization: Bearer <sm-token>" | jq '.[] | select(.job=="website")'
# 3. Verify probe_success arrived (wait ~60s for the first run)
# In Grafana Explore on the synthetic metrics datasource:
# probe_success{job="website"}
# Expect 1 from each probe in `probes:[1,5,10]`.
#
# Rollback: DELETE /sm/checks/<id> or set `"enabled": false`.See [`references/synthetic.md`](references/synthetic.md) for all check types, PromQL queries, and alert rules.
2. Run a k6 cloud load test
# 1. Authenticate once
k6 cloud login --token <grafana-cloud-k6-token>
# 2. Validate the script locally first (smoke run, no cloud cost)
k6 run --vus 1 --duration 30s script.js
# 3. Launch in cloud
k6 cloud script.js
# → URL of the run; thresholds (p95<500ms, error<1%) decide pass/fail.
# 4. Verify in CI — exit code 0 = thresholds passed, 99 = threshold failed.
echo $?
Full script + scenarios + CI YAML: [`references/k6-and-faro.md`](references/k6-and-faro.md).
3. Instrument a frontend with Faro
# 1. Install
npm install @grafana/faro-web-sdk @grafana/faro-web-tracing
// 2. initializeFaro({ url, apiKey, app, instrumentations }) — see references/k6-and-faro.md
// 3. Push a test event so we have something to look for:
faro.api.pushEvent('faro_smoketest', { ts: Date.now().toString() });# 4. Verify the collector accepted it (browser DevTools → Network)
# POST to /collect should return 202. If 401 — apiKey mismatch.
# 5. Verify in Grafana
# - Frontend Observability → your app → Sessions: should show your session
# - Explore on Loki: `{kind="event"} |= "faro_smoketest"`
# - For traces: filter by `service.name="my-frontend"` in TempoTroubleshooting
- Synthetic check stuck at `probe_success=0` → check `probe_*_duration_seconds` for the failing stage; the probe-region label tells you which prober errored
- k6 cloud run "ABORTED_THRESHOLD" → a threshold tripped; inspect the run page to see which one
- Faro events not landing → check the browser network call to `/collect` returns 202; common cause is wrong `apiKey` or `url` (must match the FE Observability app)
References
- For deep authoring of Synthetic Monitoring scripted (k6) and browser checks — execution model, assertions, secrets, API/Terraform payloads — see the [`synthetic-monitoring-checks`](../synthetic-monitoring-checks/SKILL.md) skill
- [`references/synthetic.md`](references/synthetic.md) — Synthetic Monitoring essentials: check types, key PromQL metrics, alert rules
- [`references/synthetic-monitoring.md`](references/synthetic-monitoring.md) — deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checks
- [`references/k6-and-faro.md`](references/k6-and-faro.md) — k6 cloud script + Faro Web SDK init snippets for end-to-end testing
- [`references/k6-cloud.md`](references/k6-cloud.md) — deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis
Resources
- [Synthetic Monitoring docs](https://grafana.com/docs/grafana-cloud/testing/synthetic-monitoring/)
- [Grafana Cloud k6 docs](https://grafana.com/docs/grafana-cloud/testing/k6/)
- [Faro / Frontend Observability docs](https://grafana.com/docs/grafana-cloud/monitor-applications/frontend-observability/)
Read more
name: testing license: Apache-2.0 description: Probe, load-test, and instrument frontends from Grafana Cloud. Covers Synthetic Monitoring (HTTP / DNS / TCP / Ping / Traceroute / Multihttp / k6-browser scripted checks from 20+ global probes, alert on `probe_success` + TLS-cert expiry), Grafana Cloud k6 (distributed load tests across AWS load-zones, scenarios, `http_req_duration` thresholds, CI integration via `grafana/k6-action`), and Frontend Observability with Faro Web SDK (RUM, Core Web Vitals, custom events, `pushError`, distributed-trace correlation). Use when checking website / API uptime from multiple regions, gating a release on a load test, watching for TLS-cert renewal, instrumenting a React/Vue app, tracking Core Web Vitals, or correlating frontend errors to backend traces — even when the user says "is my login flow up?", "monitor my API", "ping our endpoint every minute", "release-gate load test", "browser performance monitoring", "session replay", or "RUM" without naming Synthetic Monitoring / k6 / Faro.
Grafana Cloud Testing
> **Docs**: https://grafana.com/docs/grafana-cloud/testing/
Three pillars: external probing (Synthetic Monitoring), load testing (k6 Cloud), real-user monitoring (Faro).
Prerequisites
- Grafana Cloud stack
- Synthetic Monitoring: SM access token (`sm:write`)
- k6 Cloud: a Grafana Cloud k6 token + projectID
- Faro: a Faro app + write-token from **Frontend Observability → Apps**
Common Workflows
1. Create + verify a Synthetic HTTP check
# 1. Create the check (full payload in references/synthetic.md)
curl -X POST https://synthetic-monitoring-api.grafana.net/sm/checks \
-H "Authorization: Bearer <sm-token>" -H "Content-Type: application/json" \
-d '{"job":"website","target":"https://example.com","frequency":60000,"timeout":15000,
"enabled":true,"probes":[1,5,10],
"settings":{"http":{"method":"GET","validStatusCodes":[200]}}}'
# 2. List checks — confirm it exists and is enabled
curl -s https://synthetic-monitoring-api.grafana.net/sm/checks \
-H "Authorization: Bearer <sm-token>" | jq '.[] | select(.job=="website")'
# 3. Verify probe_success arrived (wait ~60s for the first run)
# In Grafana Explore on the synthetic metrics datasource:
# probe_success{job="website"}
# Expect 1 from each probe in `probes:[1,5,10]`.
#
# Rollback: DELETE /sm/checks/<id> or set `"enabled": false`.See [`references/synthetic.md`](references/synthetic.md) for all check types, PromQL queries, and alert rules.
2. Run a k6 cloud load test
# 1. Authenticate once k6 cloud login --token <grafana-cloud-k6-token> # 2. Validate the script locally first (smoke run, no cloud cost) k6 run --vus 1 --duration 30s script.js # 3. Launch in cloud k6 cloud script.js # → URL of the run; thresholds (p95<500ms, error<1%) decide pass/fail. # 4. Verify in CI — exit code 0 = thresholds passed, 99 = threshold failed. echo $?
Full script + scenarios + CI YAML: [`references/k6-and-faro.md`](references/k6-and-faro.md).
3. Instrument a frontend with Faro
# 1. Install npm install @grafana/faro-web-sdk @grafana/faro-web-tracing
// 2. initializeFaro({ url, apiKey, app, instrumentations }) — see references/k6-and-faro.md
// 3. Push a test event so we have something to look for:
faro.api.pushEvent('faro_smoketest', { ts: Date.now().toString() });# 4. Verify the collector accepted it (browser DevTools → Network)
# POST to /collect should return 202. If 401 — apiKey mismatch.
# 5. Verify in Grafana
# - Frontend Observability → your app → Sessions: should show your session
# - Explore on Loki: `{kind="event"} |= "faro_smoketest"`
# - For traces: filter by `service.name="my-frontend"` in TempoTroubleshooting
- Synthetic check stuck at `probe_success=0` → check `probe_*_duration_seconds` for the failing stage; the probe-region label tells you which prober errored
- k6 cloud run "ABORTED_THRESHOLD" → a threshold tripped; inspect the run page to see which one
- Faro events not landing → check the browser network call to `/collect` returns 202; common cause is wrong `apiKey` or `url` (must match the FE Observability app)
References
- For deep authoring of Synthetic Monitoring scripted (k6) and browser checks — execution model, assertions, secrets, API/Terraform payloads — see the [`synthetic-monitoring-checks`](../synthetic-monitoring-checks/SKILL.md) skill
- [`references/synthetic.md`](references/synthetic.md) — Synthetic Monitoring essentials: check types, key PromQL metrics, alert rules
- [`references/synthetic-monitoring.md`](references/synthetic-monitoring.md) — deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checks
- [`references/k6-and-faro.md`](references/k6-and-faro.md) — k6 cloud script + Faro Web SDK init snippets for end-to-end testing
- [`references/k6-cloud.md`](references/k6-cloud.md) — deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis
Resources
- [Synthetic Monitoring docs](https://grafana.com/docs/grafana-cloud/testing/synthetic-monitoring/)
- [Grafana Cloud k6 docs](https://grafana.com/docs/grafana-cloud/testing/k6/)
- [Faro / Frontend Observability docs](https://grafana.com/docs/grafana-cloud/monitor-applications/frontend-observability/)
Public skills for working with Grafana, Prometheus, Loki, Tempo, Pyroscope, k6, and the broader LGTM observability stack. Compatible with Claude Code, Cursor, Codex, and any tool supporting the Agent Skills open standard.
Repo: grafana/skills
Other skills on grafana-skills.
- /admission-control
Use when the user asks to "write a validator", "add validation", "implement admission control", "write a mutating webhook", "add a mutation handler", "validate incoming resources", "implement admission logic", "add admission webhooks", "write ingress validation", or asks how to
Open skill - /app-sdk-concepts
Use when starting any grafana-app-sdk work — scaffolding a Grafana app, initializing a Grafana App Platform app, picking a deployment mode (standalone operator / grafana/apps / frontend-only), wiring app-specific config, or onboarding to the SDK. Covers `grafana-app-sdk` CLI
Open skill - /cue-kind-definition
Author CUE kind definitions for grafana-app-sdk apps - schemas, versioning, field constraints, named type definitions, custom routes, and codegen configuration. Scaffolds kinds via `grafana-app-sdk project kind add`, writes spec/status schemas with type constraints (regex, enum,
Open skill - /reconciler-logic
Implement reconcilers and watchers for grafana-app-sdk apps — write `TypedReconciler[*MyKind]` reconcile functions, apply generation-based skip patterns, do conflict-safe status updates via `resource.UpdateObject`, configure `BasicReconcileOptions` (namespace, label/field
Open skill - /adaptive-metrics
Cut Grafana Cloud Metrics cost by shrinking active-series count with Adaptive Metrics aggregation rules — auto-recommendations from query history, custom exact/regex rules, label-drop config, unused-metric detection, and Alloy remote_write fallback. Use when investigating a high
Open skill - /admin
Manage Grafana Cloud accounts — organizations, stacks, RBAC roles and assignments, SSO/SAML/OAuth/GitHub auth, service accounts for CI/CD, user invites, team membership, and API-driven provisioning. Creates stacks via the Cloud API, mints service-account tokens, applies role
Open skill

