observability
Skill4 starsChanged 2 months agoNo licenceView on GitHub
Decides what a system must expose, what must page a human, and what must only be recorded. Use this skill for monitoring, alerting, metrics, logs, dashboards, and on-call work. Trigger words include pager, SLI, SLO, error budget, health check, probe, heartbeat, telemetry, instrumentation, time series, percentile, saturation, alert fatigue, and runbook. Use it when a change adds a metric, an alert rule, a log line, or a dashboard panel. Use it when an operator cannot answer a question without a developer. Use it after an incident that the monitoring did not detect. The content comes from Site Reliability Engineering (Beyer, Jones, Petoff, Murphy) and Release It! (Nygard).
87 other projects use a version of this.
Adopted by
Most recently taken up by
- juninmd/skillstheir own version, first seen Nov 8, 2026
- domengabrovsek/agent-configtheir own version, first seen Nov 8, 2026
- domengabrovsek/claudetheir own version, first seen Nov 8, 2026
- Ingvord/legendary-bassoontheir own version, first seen Nov 8, 2026
- sundaram2021/claude-code-observability-systemtheir own version, first seen Nov 8, 2026
- Mehul72/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use gitops, background-jobs and 9 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
kcns008Skillgitops
GitOps Agent (Flow) — manages ArgoCD applications, Helm charts, Kustomize overlays, deployment strategies (canary, blue-green, rolling), multi-cluster GitOps, and drift detection for Kubernetes and OpenShift clusters.
Also in 4 projects that use this
YepAPISkillbackground-jobs
Queue workers with BullMQ/Inngest/Trigger.dev, job retries, dead letter queues, concurrency.
Also in 4 projects that use this
Mushfiqur-Rahman-RobinSkillrag-systems
Best practices for building Retrieval-Augmented Generation systems — chunking, embedding, hybrid retrieval, reranking, indexing, caching, evaluation, observability — plus a catalog of RAG patterns and when each applies.
Also in 3 projects that use this
- YepAPISkill
data-pipelines
ETL patterns, cron scheduling, queue-based processing, and batch jobs with Inngest/BullMQ.
Also in 4 projects that use this
wpankSkillcaching
Caching strategies, invalidation, eviction policies, HTTP caching, distributed caching, and anti-patterns. Use when designing cache layers, choosing eviction policies, debugging stale data, or optimizing read-heavy workloads.
Also in 5 projects that use this
JohnJBorenSkillci-cd
CI/CD pipeline design, GitHub Actions, testing automation, and deployment strategies
Also in 13 projects that use this
Other versions87 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 87
- openai/plugins★ 7.8ksame name
- BuilderIO/agent-native★ 7.6ksame name
- brianlovin/briOS★ 2.3ksame name
- lablup/backend.ai★ 679same name
- DevelopersGlobal/ai-agent-skills★ 216same name
- kid-sid/claude-spellbook★ 190same name
- YougLin-dev/Aha-Loop★ 181same name
- proyecto26/system-design-skills★ 118same name
- TheBeardedBearSAS/claude-craft★ 108same name
- AsiaOstrich/universal-dev-standards★ 84same name
77 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository17 other files it gives its agents.
- capacity-engineeringSkill
- code-reviewSkill
- data-systems-designSkill
- detail-planningSkill
- engineering-consultantSkill
- engineer-workflowSkill
- implementSkill
- incident-responseSkill
- plannerSkill
- production-troubleshootingSkill
- reverse-branchingSkill
- security-engineeringSkill
- self-healing-apisSkill
- slo-engineeringSkill
- system-designSkill
- systems-programmingSkill
- verifySkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
19 rules. 0 are common, 17 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 70 edited versions we read keep these.
17
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 70 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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