Individual skill

aiops-platform-optimization-agent

AIOps continuous platform optimization agent — autonomous optimization loop (observe→analyze→recommend→apply), Kubernetes resource rightsizing (VPA recommendation reader + apply), Kafka consumer lag auto-scale, Spark job configuration tuning from history, idle resource detection (unused deployments/PVCs/topics), compaction and VACUUM scheduling, auto-ANALYZE stale statistics, cost savings attribution, optimization audit trail, human approval gate for high-risk changes

group_skills/infra_dataops_group_skills/aiops_platform_optimization_agent/SKILL.md

Source commit 75f49e7bf30c9908a0921911755abb6cc6c01f7b

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

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No

Observed behavior

Not checked yet

Last checked

Nov 6, 2026

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