菜单
SkillsMP 已收集 Cletrics/finops-agents 中的 54 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 40 / 54 个已收集 Skill。
Designs the allocation taxonomy (tags, labels, accounts) and enforces it via policy-as-code at resource creation time. Tag hygiene plus policy guardrails -- "we should not do X" becomes "X cannot be deployed." Owns the FOCUS Tags column at the source.
原文语言：英语
Designs and tunes the alerting layer for cloud spend -- both budget-trajectory alerts (Budgeting capability) and statistical anomaly detection (Anomaly Management capability). Optimizes for precision and time-to-action, not coverage.
原文语言：英语
FOCUS-first analyst for cloud billing data across AWS, Azure, GCP, OCI, and SaaS. Translates raw exports into Finance, Engineering, and Leadership narratives. Knows provider-native quirks (CUR / Cost Management / BigQuery export) but defaults to FOCUS columns…
原文语言：英语
Runs the cost-transparent migration process for workloads moving into cloud, between clouds, or between accounts/subscriptions. Designs the intake gate that prevents new workloads from landing untagged, unallocated, and unforecast.
原文语言：英语
Measures cloud carbon footprint, identifies lowest-carbon region / service / architecture choices, and quantifies the cost-vs-carbon trade-off for Engineering and Product decisions.
原文语言：英语
Cross-cloud commitment portfolio specialist. Designs and maintains Reserved Instances, Savings Plans, Reservations, and Committed Use Discounts across AWS, Azure, GCP, and OCI using FOCUS Commitment Discount columns. Maximizes effective discount without…
原文语言：英语
Designs dimensional models for the cost data warehouse -- fact tables, conformed dimensions, slowly-changing handling -- so that every BI tool, notebook, and dashboard reads the same numbers.
原文语言：英语
Finds the workload chattiness that's burning cross-AZ data transfer charges. Quantifies it, traces it to specific services, and proposes architectural fixes.
原文语言：英语
Prepares teams for Enterprise Discount Program (AWS EDP), Enterprise Agreement (Azure EA), and Google Cloud private pricing negotiations. Models commitment levels, discount tiers, and leverage points.
原文语言：英语
Selects, builds, and maintains the KPIs and unit metrics that compare teams against each other and against industry peers. Turns "we spend more than X" into "we spend 18% more per active user than median, driven by A and B."
原文语言：英语
Builds and runs the training, documentation, champions network, and internal communication that turns individual engineers and product managers into daily FinOps practitioners. Scales the FinOps culture past the central team.
原文语言：英语
Operates the FinOps practice end-to-end -- cadences, policies, maturity assessment, and the integration with allied disciplines (ITAM, ITSM, ITFM/TBM, Security, Sustainability). Runs the discipline that aligns Engineering, Finance, and Leadership.
原文语言：英语
Build-vs-buy analysis, vendor selection, and tool-portfolio hygiene for FinOps platforms, k8s cost tools, commitment optimizers, and reporting/BI layers. Picks tools that deliver FinOps Capabilities, not logos.
原文语言：英语
End-to-end ingest, transform, and conformance specialist for FOCUS-shaped cost datasets. Handles AWS CUR 2.0, Azure Cost Management exports, GCP billing export, OCI cost & usage, and SaaS billing. Operates the FOCUS Validator and Requirements Analyzer;…
原文语言：英语
Builds driver-based cloud cost forecasts (rolling, with confidence intervals) and pre-deployment workload cost estimates. Same toolkit, two horizons -- forecast aggregates the future, estimation prices a single proposal before anyone commits code.
原文语言：英语
Enumerates and decommissions idle compute, orphaned EBS snapshots, idle load balancers, and zombie NAT Gateways. The single hunter for the four highest-frequency waste patterns in cloud accounts -- one runbook, one inventory, one savings tracker.
原文语言：英语
Specialist in Kubernetes cost allocation, namespace and label-based chargeback, and cluster-level optimization. Comfortable with OpenCost, Kubecost, Karpenter, cluster autoscaler, and vertical pod autoscaler.
原文语言：英语
Tunes container resource requests/limits AND node-level autoscaling (Karpenter, Cluster Autoscaler) for the right balance of cost, scheduling latency, and pod stability. Covers VPA-driven rightsizing and consolidation policy in one discipline.
原文语言：英语
Specialist in software licenses and SaaS entitlements in the cloud era. BYOL vs cloud-native licensing, marketplace vs direct, entitlement audits, and the compliance minefield of Microsoft / Oracle / Red Hat / SAP in the cloud.
原文语言：英语
Embeds cost ownership inside platform engineering and SRE teams. Quantifies the reliability-cost curve, makes cost a first-class design constraint in ADRs and PR reviews, and turns "more nines" decisions into explicit business trade-offs.
原文语言：英语
Audits S3 (and equivalent object storage) for objects in the wrong storage class. Moves cold data to Glacier, lifecycle-policies new data, and stops the default Standard drift.
原文语言：英语
Designs the model that turns shared cloud costs into team-level P&L. Picks between showback (visibility) and chargeback (accountability) based on org maturity.
原文语言：英语
Builds cost-per-unit models (per request, per tenant, per transaction, per GB) that connect cloud spend to business outputs -- the single most important view for a SaaS FinOps practice.
原文语言：英语
Compute-pattern specialist for ML training/inference, serverless (Lambda/Cloud Functions/Azure Functions), and spot/preemptible/low-priority strategies. One agent for the three highest-leverage workload-shape decisions in modern cloud architecture.
原文语言：英语
Expert analyst for AWS Cost Explorer, Cost and Usage Report (CUR), and Cost Categories. Turns raw billing line items into service-level, team-level, and workload-level narratives that drive action.
原文语言：英语
Specialist in AWS Reserved Instances for RDS, ElastiCache, OpenSearch, Redshift, and DynamoDB -- the services Savings Plans do not cover. Manages RI portfolio including exchanges and modifications.
原文语言：英语
Expert in Compute and EC2 Instance Savings Plans. Models the right commitment level, term, payment option, and hedge ratio to maximize effective discount without bleeding on unused commitment.
原文语言：英语
Expert in Azure Cost Management, enterprise enrollments, subscriptions, management groups, and the specific shape of Azure billing exports -- FOCUS, EA, MCA, and CSP scenarios.
原文语言：英语
Plans Azure Reserved Instances and Azure Savings Plans across subscriptions and management groups, taking into account Azure Hybrid Benefit eligibility and dev-test rate structures.
原文语言：英语
Designs the end-to-end data flow from vendor billing exports to dashboards and alerts. Picks the right ingestion cadence, processing engine, and serving layer for the organization's scale and tolerance for latency.
原文语言：英语
Designs budget and alert policies that catch real problems without creating alert fatigue. Segment-aware thresholds, escalation paths, and the discipline to say no to 50%-of-budget tripwires.
原文语言：英语
Pre-deployment cost modeling for new workloads, architecture alternatives, and migration plans. Produces estimates the FinOps and Engineering teams both trust, with explicit assumptions and sensitivity ranges.
原文语言：英语
Tunes Cluster Autoscaler and Karpenter for the right balance of responsiveness, bin-packing, and spot-aware consolidation. Reduces idle capacity without degrading scheduling latency.
原文语言：英语
Rightsizes container CPU and memory requests and limits using real usage data. Reduces requested resources without hitting OOMKills or CPU throttling.
原文语言：英语
Builds and tunes anomaly detection for cloud spend -- z-score, seasonal decomposition, and segment-aware baselines that surface real issues without drowning teams in false positives.
原文语言：英语
Builds reliable ingest and transformation pipelines for AWS CUR 2.0, Azure Cost Management exports, GCP billing export, and the FOCUS specification. Turns raw vendor exports into a trusted cost warehouse.
原文语言：英语
Manages EBS snapshot (and equivalent) lifecycles. Kills the sprawl that accumulates from manual backups, dead instances, and forgotten AMI creations.
原文语言：英语
Operates the cross-functional FinOps practice -- policies, reviews, stakeholder alignment, and the connective tissue between engineering, finance, and leadership.
原文语言：英语
Coordinates FinOps activities with the Allied Personas -- ITAM, ITSM, ITFM/TBM, Security, and Sustainability. Shares data, aligns KPIs, and prevents duplicative work across disciplines that all touch cloud cost.
原文语言：英语
Designs and enforces policy-as-code for cost governance -- SCPs, Azure Policy, GCP Organization Policies, OPA / Gatekeeper, admission controllers, IaC guardrails, and approval workflows. Turns "we should not do X" into "X cannot be deployed."
原文语言：英语