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Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.
Sets up a D6E platform instance using Docker Compose with an external PostgreSQL database. Use when deploying D6E, configuring environment variables, applying database schema, setting up HTTPS with Ca…
Manage bigquery scheduled query operations. Auto-activating skill for GCP Skills. Triggers on: bigquery scheduled query, bigquery scheduled query Part of the GCP Skills skill category. Use when workin…
Guides database migration projects including engine changes (MySQL to PostgreSQL, Oracle to PostgreSQL, SQL Server to PostgreSQL), version upgrades, cloud migrations (on-premise to RDS/Cloud SQL/Azure…
Observability and monitoring with Prometheus metrics and Grafana dashboards
Observability knowledge base. Provides three pillars (logs, metrics, traces), structured logging, distributed tracing, metrics collection (RED/USE), SLI/SLO/SLA definitions for observability audits an…
Twelve-factor app methodology. Use for cloud-native apps.
Azure CLI command-line interface. Use for Azure automation.
Fix Prisma "Too many connections" and connection pool exhaustion errors in serverless environments (Vercel, AWS Lambda, Netlify). Use when: (1) Error "P2024: Timed out fetching a new connection from t…
Optimize gpu resource optimizer operations. Auto-activating skill for ML Deployment. Triggers on: gpu resource optimizer, gpu resource optimizer Part of the ML Deployment skill category. Use when work…
Create bigquery table creator operations. Auto-activating skill for GCP Skills. Triggers on: bigquery table creator, bigquery table creator Part of the GCP Skills skill category. Use when working with…
Use this skill whenever the user wants to design, run, or refine Cloudflare D1 schema management, migrations, and data seeding for dev/staging/production environments, especially in conjunction with H…
List virtual machine snapshots across namespaces with status, age, and recovery information. Use when: - "List snapshots for VM [name]" - "Show snapshots in namespace [name]" - "What snapshots exist f…
Defines and enforces query resource limits. Detects which queries scan too many rows, inflate memory usage, or exceed execution budgets.
Azure Cosmos DB multi-model database with global distribution. Use for Azure.
Fly.io edge platform with global distribution. Use for edge deployment.
Implement Python observability with structured logs, metrics, and traces to speed up incident detection and root-cause analysis.
Generate cdk stack generator operations. Auto-activating skill for AWS Skills. Triggers on: cdk stack generator, cdk stack generator Part of the AWS Skills skill category. Use when working with cdk st…
Distributed systems architect designing scalable microservice ecosystems. Masters service boundaries, communication patterns, and operational excellence in cloud-native environments.
CI/CD: GitHub Actions, GitLab CI, Jenkins, ArgoCD, GitOps, monitoring.
Design and run safe chaos experiments (failure injection + game days) to validate resilience and reduce blast radius. Produces hypotheses, steady-state signals, rollback gates, and experiment specs. U…
Saga pattern for distributed transactions. Use for microservices transactions.
CouchDB document database with sync. Use for offline-first apps.
Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with CloudFormation, configuring primary keys, local/global secondary…