Claude-skill-registry Freshness Latency SLOs

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

install

source · Clone the upstream repo

git clone https://github.com/majiayu000/claude-skill-registry

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/freshness-latency-slos" ~/.claude/skills/majiayu000-claude-skill-registry-freshness-latency-slos && rm -rf "$T"

manifest: 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-monitoring

```
43-data-reliability/data-contracts
```