ReddRadar
Agent skill
Freshness Latency SLOs
See the main Data Freshness and Latency skill for comprehensive coverage of freshness monitoring and SLO tracking.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/freshness-latency-slos
SKILL.md
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-monitoring43-data-reliability/data-contracts
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?