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Freshness Latency SLOs

@majiayu000/claude-skill-registry
27
0

See the main Data Freshness and Latency skill for comprehensive coverage of freshness monitoring and SLO tracking.

Install Skill

Shared

Installs to .agents/skills, used by Codex, Amp, Warp, Cursor, OpenCode, and more.

CodexAmp
WarpCursorOpenCode
ClineGemini CLI
GitHub Copilot
Personal

Available across projects.

$npx skills-installer add @majiayu000/claude-skill-registry/freshness-latency-slos --client shared
Project

Writes to .agents/skills.

$npx skills-installer add @majiayu000/claude-skill-registry/freshness-latency-slos -p --client shared
Note: Review the skill instructions before using it.

SKILL.md

name Freshness Latency SLOs
description See the main Data Freshness and Latency skill for comprehensive coverage of freshness monitoring and SLO tracking.

Freshness Latency SLOs

This skill is covered in detail in the main Data Freshness and Latency skill.

Please refer to: 43-data-reliability/freshness-latency/SKILL.md

That skill covers:

  • Freshness vs latency distinction
  • Freshness requirements by use case
  • Measuring data freshness (SQL, Python, dbt)
  • Latency measurement (end-to-end, per-stage, P50/P95/P99)
  • Freshness monitoring and alerting
  • Watermark tracking for streaming data
  • Improving freshness (CDC, incremental updates, parallel processing)
  • Trade-offs (freshness vs cost/completeness/accuracy)
  • Freshness SLAs and SLOs
  • SLO compliance measurement
  • Tools (Monte Carlo, Grafana, dbt freshness tests)
  • Handling stale data
  • Real freshness issues and solutions

Related Skills

  • 43-data-reliability/freshness-latency (Main skill)
  • 43-data-reliability/data-quality-monitoring
  • 43-data-reliability/data-contracts