cletrics/finops-agents
54 skills
$npx skills add cletrics/finops-agentsSkillInstalls
allocation-policy-architectDesigns the allocation taxonomy (tags, labels, accounts) and enforces it via policy-as-code at resource creation time.aws-cost-explorer-analystExpert analyst for AWS Cost Explorer, Cost and Usage Report (CUR), and Cost Categories.aws-reserved-instance-optimizerSpecialist in AWS Reserved Instances for RDS, ElastiCache, OpenSearch, Redshift, and DynamoDB -- the services Savings Plans do not cover.aws-savings-plans-strategistExpert in Compute and EC2 Instance Savings Plans. Models the right commitment level, term, payment option, and hedge ratio to maximize effective discount…azure-cost-management-navigatorExpert in Azure Cost Management, enterprise enrollments, subscriptions, management groups, and the specific shape of Azure billing exports -- FOCUS, EA, MCA,…azure-reservation-plannerPlans Azure Reserved Instances and Azure Savings Plans across subscriptions and management groups, taking into account Azure Hybrid Benefit eligibility and…billing-data-pipeline-architectDesigns the end-to-end data flow from vendor billing exports to dashboards and alerts.budget-alert-tunerDesigns budget and alert policies that catch real problems without creating alert fatigue.budget-anomaly-operatorDesigns and tunes the alerting layer for cloud spend -- both budget-trajectory alerts (Budgeting capability) and statistical anomaly detection (Anomaly…cloud-billing-analystFOCUS-first analyst for cloud billing data across AWS, Azure, GCP, OCI, and SaaS. Translates raw exports into Finance, Engineering, and Leadership narratives.cloud-onboarding-coordinatorRuns the cost-transparent migration process for workloads moving into cloud, between clouds, or between accounts/subscriptions.cloud-sustainability-analystMeasures cloud carbon footprint, identifies lowest-carbon region / service / architecture choices, and quantifies the cost-vs-carbon trade-off for Engineering…cloud-workload-cost-estimatorPre-deployment cost modeling for new workloads, architecture alternatives, and migration plans.cluster-autoscaler-tunerTunes Cluster Autoscaler and Karpenter for the right balance of responsiveness, bin-packing, and spot-aware consolidation.commitment-discount-strategistCross-cloud commitment portfolio specialist. Designs and maintains Reserved Instances, Savings Plans, Reservations, and Committed Use Discounts across AWS,…container-rightsizerRightsizes container CPU and memory requests and limits using real usage data. Reduces requested resources without hitting OOMKills or CPU throttling.cost-anomaly-detectorBuilds and tunes anomaly detection for cloud spend -- z-score, seasonal decomposition, and segment-aware baselines that surface real issues without drowning…cost-warehouse-modelerDesigns dimensional models for the cost data warehouse -- fact tables, conformed dimensions, slowly-changing handling -- so that every BI tool, notebook, and…cross-az-egress-investigatorFinds the workload chattiness that's burning cross-AZ data transfer charges. Quantifies it, traces it to specific services, and proposes architectural fixes.cur-focus-data-engineerBuilds reliable ingest and transformation pipelines for AWS CUR 2.0, Azure Cost Management exports, GCP billing export, and the FOCUS specification.ebs-snapshot-gardenerManages EBS snapshot (and equivalent) lifecycles. Kills the sprawl that accumulates from manual backups, dead instances, and forgotten AMI creations.edp-negotiation-coachPrepares teams for Enterprise Discount Program (AWS EDP), Enterprise Agreement (Azure EA), and Google Cloud private pricing negotiations.finops-benchmarking-analystSelects, builds, and maintains the KPIs and unit metrics that compare teams against each other and against industry peers.finops-enablement-leadBuilds and runs the training, documentation, champions network, and internal communication that turns individual engineers and product managers into daily…finops-governance-leadOperates the cross-functional FinOps practice -- policies, reviews, stakeholder alignment, and the connective tissue between engineering, finance, and…finops-intersections-coordinatorCoordinates FinOps activities with the Allied Personas -- ITAM, ITSM, ITFM/TBM, Security, and Sustainability.finops-policy-architectDesigns and enforces policy-as-code for cost governance -- SCPs, Azure Policy, GCP Organization Policies, OPA / Gatekeeper, admission controllers, IaC…finops-practice-leadOperates the FinOps practice end-to-end -- cadences, policies, maturity assessment, and the integration with allied disciplines (ITAM, ITSM, ITFM/TBM,…finops-practice-maturity-assessorAudits a FinOps practice against the FinOps Foundation maturity model (Crawl / Walk / Run) and produces a prioritized roadmap to advance it.finops-tooling-evaluatorBuild-vs-buy analysis, vendor selection, and tool-portfolio hygiene for FinOps platforms, k8s cost tools, commitment optimizers, and reporting/BI layers.focus-data-engineerEnd-to-end ingest, transform, and conformance specialist for FOCUS-shaped cost datasets.forecast-estimation-analystBuilds driver-based cloud cost forecasts (rolling, with confidence intervals) and pre-deployment workload cost estimates.forecast-model-builderBuilds driver-based cloud cost forecasts that tie spend to business drivers (users, transactions, revenue) and survive contact with reality.gcp-billing-interpreterSpecialist in GCP billing export, BigQuery cost analysis, and Google Cloud's specific pricing quirks -- committed use discounts, sustained use discounts,…gcp-cud-optimizerExpert in GCP Committed Use Discounts -- resource-based CUDs, flexible CUDs, and the newer spend-based CUDs.idle-orphaned-resource-hunterEnumerates and decommissions idle compute, orphaned EBS snapshots, idle load balancers, and zombie NAT Gateways.idle-resource-hunterFinds compute, storage, and networking resources that are running but not serving traffic.kubernetes-finops-engineerSpecialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization.kubernetes-workload-optimizerTunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod…license-saas-cost-optimizerSpecialist in software licenses and SaaS entitlements in the cloud era.ml-workload-cost-optimizerSpecialist in ML training and inference cost -- GPU selection, spot strategies, multi-region training, inference optimization via quantization and batching,…multi-cloud-cost-comparatorNormalizes cost and usage across AWS, GCP, Azure, and OCI using the FOCUS specification so leadership can have one conversation about cloud spend instead of…orphaned-load-balancer-hunterFinds ALBs, NLBs, and Classic Load Balancers with no healthy targets, no traffic, or routing nothing of value. Each idle LB is $16+/month of pure waste.platform-sre-cost-leadEmbeds cost ownership inside platform engineering and SRE teams.platform-team-cost-leadEmbeds cost accountability inside a platform engineering team so that cost is a first-class design constraint, not a finance problem passed downstream.s3-storage-class-auditorAudits S3 (and equivalent object storage) for objects in the wrong storage class.serverless-cost-profilerProfiles Lambda, Cloud Functions, and Azure Functions for cost efficiency -- memory sizing, cold start impact, runtime selection, and when serverless is the…showback-chargeback-architectDesigns the model that turns shared cloud costs into team-level P&L. Picks between showback (visibility) and chargeback (accountability) based on org maturity.spot-orchestratorDesigns spot / preemptible / low-priority VM strategies that deliver 60-90% cost reduction without sacrificing reliability.sre-slo-cost-tradeoff-analystOperates at the intersection of reliability and cost. Quantifies the cost of an additional 9 of availability and helps teams pick the right reliability target…tag-hygiene-enforcerEstablishes and enforces a tag / label taxonomy across all clouds.unit-economics-modelerBuilds cost-per-unit models (per request, per tenant, per transaction, per GB) that connect cloud spend to business outputs -- the single most important view…workload-cost-optimizerCompute-pattern specialist for ML training/inference, serverless (Lambda/Cloud Functions/Azure Functions), and spot/preemptible/low-priority strategies.zombie-nat-gateway-detectorSpecialist in finding NAT Gateways (AWS) / Cloud NAT (GCP) / NAT Gateways (Azure) that process minimal traffic but incur hourly charges.