metrics-anomaly-analysis
From the author
Use this skill when you need to identify, contextualize, and investigate metric anomalies from observability evidence; triggers include 指标异常分析 and metrics anomaly analysis.
Install
npx skills add naodeng/awesome-qa-skills --skill metrics-anomaly-analysis -a claude-code
Installs to .claude/skills/metrics-anomaly-analysis/ · Each command fetches the skill straight from GitHub with the open skills CLI.
No download: this skill’s licence (Custom or unclear) does not let us redistribute its files. The install commands fetch them from GitHub instead.
Want your agent to suggest skills while you type? See how to use skills from your IDE.
Safety checks on SKILL.md
No warnings.
Why 79
aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.
Similar skills
Closest to this one by what they do and when they are used.
- log-analysisnaodeng/awesome-qa-skillsUse this skill when you need to analyze logs into evidence, timelines, anomalies, and follow-up hypotheses; triggers include log analysis.Other★ 279
- observability-and-instrumentationaddyosmani/agent-skillsInstruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence it works. Use when production issues are reported but you can't tell what happened from the available data.DevOps★ 110.1K
- detecting-data-anomaliesforyourhealth111-pixel/Vibe-SkillsInvestigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anomaly-detection workflow guidance, not generic data validation or end-to-end ML ownership.Finance★ 3.8K
- metrics-reviewanthropics/knowledge-work-pluginsReview and analyze product metrics with trend analysis and actionable insights. Use when running a weekly, monthly, or quarterly metrics review, investigating a sudden spike or drop, comparing performance against targets, or turning raw numbers into a scorecard with recommended actions.OfficialEngineering★ 32.5K
- production-incident-analysisnaodeng/awesome-qa-skillsUse this skill when you need to analyze production-incident evidence, impact, and follow-up actions; triggers include 生产事故分析 and production incident analysis.Other★ 279
- observability-instrumentationBlackBeltTechnology/pi-agent-dashboardMake runtime behavior visible and diagnosable. Use on triggers like "add logging/metrics/tracing", "instrument this", "add alerting", "we can't tell what happened in prod", or when a feature needs evidence it works at runtime. Fills an instrumentation gap not covered by the project's existing skills. Not a ship or release workflow.DevOps★ 331
Ratings & reviews
—
no reviews
Tried this skill? Rate it to help others. Sign in
Discussion
Join the discussion. Sign in