Monitoring Expert
Jeffallan/claude-skills
Sets up application monitoring: structured logs, Prometheus metrics, OpenTelemetry tracing, Grafana dashboards, alert rules and load tests with k6 or Artillery.
Probe, load-test, and instrument frontends from Grafana Cloud.
$ npx skills add grafana/skills --skill testing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install grafana/skills testing --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/grafana-cloud/testing .claude/skills/testing && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .claude/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add grafana/skills --skill testing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install grafana/skills testing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/grafana-cloud/testing .agents/skills/testing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .agents/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add grafana/skills --skill testing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install grafana/skills testing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/grafana-cloud/testing .cursor/skills/testing && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .cursor/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/grafana/skills.git --path skills/grafana-cloud/testing--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add grafana/skills --skill testing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install grafana/skills testing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/grafana-cloud/testing .gemini/skills/testing && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .gemini/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install grafana/skills testingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add grafana/skills --skill testing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/grafana-cloud/testing .github/skills/testing && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .github/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add grafana/skills --skill testing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install grafana/skills testing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/grafana/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/grafana-cloud/testing .opencode/skills/testing && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "testing" agent skill from https://github.com/grafana/skills/tree/main/skills/grafana-cloud/testing into .opencode/skills/testing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "testing", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
testingProbe, load-test, and instrument frontends from Grafana Cloud.
Testing is an agent skill from grafana/skills, published by the product's own GitHub organization. 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 probesuccess + TLS-cert expiry), Grafana Cloud k6 (distributed load tests across AWS load-zones, scenarios, httpreqduration 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…
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/k6-and-faro.md`, `references/k6-cloud.md` and `references/synthetic-monitoring.md`).
It sits in DevOps & Cloud, covering Load testing and Monitoring and alerting. It works with Grafana, Amazon Web Services, React and Vue.js. The licence is Apache-2.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 1ccacf2. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
curljqnpmFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
synthetic-monitoring-api.grafana.netAlso links to:
grafana.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Testing loads about 1.3k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 248 tokens; SKILL.md has 232 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from grafana/skills at commit 1ccacf2, republished under its Apache-2.0 licence (© grafana). 232 words, ~1,346 tokens.
.claude/skills/testing/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Three pillars: external probing (Synthetic Monitoring), load testing (k6 Cloud), real-user monitoring (Faro).
sm:write)# 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 for all check types, PromQL queries, and alert rules.
# 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.
# 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 Tempoprobe_success=0 → check probe_*_duration_seconds for the failing stage; the probe-region label tells you which prober errored/collect returns 202; common cause is wrong apiKey or url (must match the FE Observability app)synthetic-monitoring-checks skillreferences/synthetic.md — Synthetic Monitoring essentials: check types, key PromQL metrics, alert rulesreferences/synthetic-monitoring.md — deep dive: full API for check CRUD, probe selection, scripted (k6) checks, multi-step browser checksreferences/k6-and-faro.md — k6 cloud script + Faro Web SDK init snippets for end-to-end testingreferences/k6-cloud.md — deep dive: k6 cloud config (project + load zones + thresholds), CI integration, run analysis© grafana, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in skills/grafana-cloud/testing of grafana/skills.
Open the folder on GitHubat commit 1ccacf2
Testing next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Testing this skillgrafana/skills | 278 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Monitoring ExpertJeffallan/claude-skills | 12k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Tsh Implementing ObservabilityTheSoftwareHouse/copilot-collections | 284 | — | ~2k | Automated safety check: Pass | MIT | |
| Winui AppLanceMcCarthy/DevOpsExamples | 172 | 1 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Modern Web GuidanceJetBrains/skills | 363 | 3 repos | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Syncmetapawurb/hotpath-rs | 1.9k | — | ~1.2k | Automated safety check: Notes | MIT |
Jeffallan/claude-skills
Sets up application monitoring: structured logs, Prometheus metrics, OpenTelemetry tracing, Grafana dashboards, alert rules and load tests with k6 or Artillery.
TheSoftwareHouse/copilot-collections
Observability patterns for logging, monitoring, alerting, and distributed tracing.
LanceMcCarthy/DevOpsExamples
Bootstrap, develop, and design modern WinUI 3 desktop applications with C and the Windows App SDK using official Microsoft guidance, WinUI Gallery patterns, Windows App SDK samples, and…
JetBrains/skills
Search tool for modern web development best practices. An agent skill from JetBrains/skills.
pawurb/hotpath-rs
Sync changes from the hotpath, hotpath-macros and hotpath-drain crates to their meta counterparts (hotpath-meta, hotpath-macros-meta and hotpath-drain-meta).
NVlabs/alpasim
Optimize AlpaSim Slurm topology throughput using persistent local Prometheus/Grafana telemetry and run artifacts.
grafana/skills
Write or review k6 documentation across the three k6 repositories - k6-DefinitelyTyped (TypeScript types), k6-docs (user documentation), and k6 (release notes / changelog).
grafana/skills
Configure Grafana Alerting, Incident Response Management (IRM), and SLOs end-to-end — provisions Grafana-managed and data-source-managed alert rules, contact points (Slack/PagerDuty/email/webhook)…
grafana/skills
Build, modify, and ship Grafana dashboards as JSON via the HTTP API — panel types (timeseries / stat / gauge / table / heatmap / logs / traces / node-graph), gridPos 24-column layout, units…
grafana/skills
A skill your agent uses when the user wants to performance-test, load-test, or stress-test a public website end-to-end with k6.
grafana/skills
Write, validate, and optimize PromQL for Prometheus / Grafana Mimir / Grafana Cloud Metrics.
grafana/skills
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…
Works with
Probe, load-test, and instrument frontends from Grafana Cloud. Testing is an agent skill from grafana/skills, published by the product's own GitHub organization. Probe, load-test, and instrument frontends from Grafana Cloud.
Testing fits situations like: checking website / API uptime from multiple regions; gating a release on a load test; watching for TLS-cert renewal; instrumenting a React/Vue app.
Run `npx skills add grafana/skills --skill testing -a claude-code`. Or copy the skill folder (skills/grafana-cloud/testing in grafana/skills) into .claude/skills/testing in your project. Claude Code loads it when a task matches its description.
Run `npx skills add grafana/skills --skill testing -a codex`. Or copy the skill folder (skills/grafana-cloud/testing in grafana/skills) into .agents/skills/testing in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add grafana/skills --skill testing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/testing, .gemini/skills/testing, .github/skills/testing and .opencode/skills/testing in your project.
Going by SKILL.md and its folder, Testing needs the command-line tools its instructions call (curl, jq and npm). Our summary lists: Node.js.
SKILL.md names 2 domains. In commands or code: synthetic-monitoring-api.grafana.net; the agent is likely to contact it when it follows the instructions. As links in the text: grafana.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Testing is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.6k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Testing: Monitoring Expert (Jeffallan/claude-skills, 12k stars), Tsh Implementing Observability (TheSoftwareHouse/copilot-collections, 284 stars), Winui App (LanceMcCarthy/DevOpsExamples, 172 stars) and Modern Web Guidance (JetBrains/skills, 363 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
grafana (a GitHub organization, an official publisher) maintains it in grafana/skills, which has 278 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on October 6, 2026.
Source: grafana/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.