data-analysis

Classify and route Scaleway tasks to the narrowest qualified specialist agent. Use when a user presents a Scaleway request that spans IAM, cost, Kapsule/Kubernetes, networking, or live-guard domains, and the correct specialist is not yet identified. Produces a domain verdict,…

> Agent for `finops-cloud-price-advisor`. Fetch live public prices from AWS, Azure, OCI, Scaleway, Gandi, Alibaba Cloud, and Tencent Cloud pricing APIs and produce cost estimates for existing environments or planned prototypes. Currency defaults to USD; other currencies on…

> Agent for `finops-maestro`. Classify the user's FinOps question, select the narrowest specialist or the right team of specialists from the catalog, and dispatch in parallel when the task spans multiple domains. Never answer FinOps questions directly. Never auto-dispatch…

Fetch live public prices and build cost estimates for AWS, Azure, OCI, Scaleway, Gandi, Alibaba Cloud, and Tencent Cloud using each provider's public pricing API or official documentation. Supports live-environment cost analysis and prototype cost planning. Currency defaults to…

Route FinOps tasks to the narrowest specialist or team of specialists from the catalog. Use when you do not already know the specialist. Not for direct FinOps answers; Maestro classifies, dispatches, and synthesizes only. Dispatches single agent for focused tasks, parallel team…

Gate Azure budget action changes and GPU/HPC SKU provisioning against approved spend limits, with quota audits and emergency spend-stop playbooks.

Fetch live per-token, per-image, and per-GPU-hour prices for foundation models across Anthropic, OpenAI, Google, AWS Bedrock, Azure OpenAI, OCI Generative AI, and Vertex AI. Supports single-model lookup and comparative multi-provider tables. Every price is labeled with source…

Set up and manage InfluxDB for time-series data storage, querying, and analysis. Use when a user needs to configure InfluxDB buckets, write Flux queries, set up retention policies, create tasks for data downsampling, or build dashboards for time-series metrics.

Diagnose and fix oh-my-copilot installation issues. Checks plugin path, broken symlinks, dependencies (sqlite3/jq/git), hooks.json validity, script permissions, and plugin version. Trigger with "doctor", "진단", "install check", "헬스체크", "health check".

Build local-first applications with ElectricSQL — sync Postgres data to client devices in real-time. Use when someone asks to "sync database to client", "local-first app", "ElectricSQL", "offline-first sync", "real-time Postgres sync", "sync Postgres to SQLite", or "build an app…

Parse and generate CSV files with the csv package — stream large files, handle custom delimiters, transform records, validate data, and generate CSV output from objects. Use when tasks involve data import/export, ETL pipelines, processing uploaded CSV files, or generating…

Configure Prometheus Alertmanager for alert routing, grouping, silencing, and notification delivery. Use when a user needs to set up alert receivers (Slack, PagerDuty, email), define routing trees, manage silences and inhibition rules, or troubleshoot alert delivery pipelines.

You are an expert in Qdrant, the high-performance vector search engine written in Rust. You help developers build semantic search, RAG retrieval, recommendation systems, and anomaly detection with billion-scale vector collections, advanced filtering, multi-vector support, and…

Configure and manage status pages for incident communication and service health transparency. Use when a user needs to set up Atlassian Statuspage or open-source alternatives, manage components and incidents, automate status updates, or integrate with monitoring and alerting…

> Agent for `aws-cost-anomaly-watch-coordinator`. Review AWS cost anomalies, budget drift, usage spikes, and savings opportunities with non-destructive recommendations and business-facing escalation guidance.

Detect and coordinate response to GCP cost anomalies — BigQuery on-demand query cost spikes ($5/TB scanned), Cloud Run scaling runaway, unattached Persistent Disks, idle GCE instances, budget alert → notification channel → remediation playbook.

Manage Vertex AI Training jobs (GPU/TPU cost governance), Vertex AI Pipelines, Model Registry, Feature Store, Endpoints, and Gemini API integration for production MLOps.

> Agent for `huawei-waf-cost-optimization-review`. Assess Huawei Cloud cost efficiency via ECS flavor selection including Kunpeng Arm, billing mode optimization, Spot Instance adoption, Enterprise Project cost attribution, and Cost Center monitoring.

Manage MaxCompute CU package governance, DataWorks scheduling, Quick BI reporting, and PAI ML platform. Optimize query cost and job scheduling efficiency for big data workloads.

Gate Huawei Cloud CBC budget threshold changes, Reserved Instance purchases, and CUD commitments — budget threshold reduction can trigger service suspension and RI/CUD are non-refundable committed spend.

Review and optimize Scaleway cost posture across Instance type rightsizing, reserved instance utilization, idle Object Storage buckets and SBS block volumes, Serverless function invocation cost, RDB instance sizing, and Cockpit observability spend. Use when the user asks to…

> Agent for `gcp-bigquery-cost-performance-analyst`. Analyze BigQuery slot reservation sizing, BI Engine acceleration, query cost estimation, dataset governance (expiration, access controls), and partitioning/clustering optimization to reduce on-demand scan costs.

Prepare AWS daily operations briefings using CloudWatch, Personal Health Dashboard, Trusted Advisor, cost signals, deployment timelines, incidents, risks, and action backlog. Prefer this for non-destructive business and engineering status coordination; prefer observability,…

Review Amazon EKS Kubernetes platform operations across cluster access, IRSA, IAM roles for service accounts, pod identity, node groups, Karpenter, autoscaling, CNI/network policy, upgrades, reliability, observability, and cost. Use only for EKS/Kubernetes; prefer ECS/Fargate…

Analyze BigQuery slot reservation sizing, BI Engine acceleration, query cost estimation, dataset governance (expiration, access controls), and partitioning/clustering optimization to reduce on-demand scan costs.