DevOps & Infra

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Observability stack — deploy Prometheus, Grafana, Loki, and Alertmanager, plus day-2 monitoring operations Use when this capability is needed.

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CI/CD pipelines, zero-downtime deployments, infrastructure as code, and production deployment strategies Use when this capability is needed.

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Produce OpenCost-compatible namespace, pod, and workload cost allocation tables from user-supplied cluster shape data and public cloud pricing. Input is cluster topology provided by the caller; no cluster credentials or live API access are required or accepted. Output maps to FOCUS v1.2 columns. Use when this capability is needed.

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Machine Learning Pipeline - Multi-Agent MLOps Orchestration

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Azure Key Vault Secrets SDK for Rust

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Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data. Use when this capability is needed.

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Optimizely Content Cloud (DXP) and headless API patterns Use when this capability is needed.

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Terraform & Cloud Deploy Skill

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Runs systematic health diagnostics on Docker containers using docker inspect, docker stats, and the Docker Engine API. Checks resource limits, network connectivity, and volume mount integrity.

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Diagnoses CrashLoopBackOff pods using kubectl and the Kubernetes API. Inspects container logs, exit codes, OOMKilled events, and liveness probe configurations to generate actionable remediation steps. Use when this capability is needed.

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LazyDocker is a terminal UI for Docker and Docker Compose that provides container management, log viewing, resource monitoring, and image inspection through a keyboard-driven interface. Created by Jesse Duffield with 50,000+ GitHub stars. Use when this capability is needed.

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Resource Completeness Check

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Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com). Use when the user asks about the cost of any Azure service, wants to compare SKU prices, or needs pricing data for a cost estimate. Covers compute, storage, networking, databases, AI, and all other Azure service families. Use when this capability is needed.

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This skill is designed to be used with GitHub issues in this repository and to generate consistent, high-signal notifications. Use when this capability is needed.

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AI Game Art Pipeline

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Use when asked to create user stories from a codebase, document existing features as stories, or reverse-engineer requirements from code

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Generates Helm v3 chart scaffolds with templated deployments, services, ingress rules, and values.yaml schemas. Validates charts against Helm lint and Kubeval for Kubernetes API version compatibility.

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smolagents is HuggingFace's barebones Python library for building AI agents that think in code rather than JSON. Agents write and execute Python code as their action space, enabling more flexible reasoning and tool use with support for sandboxed execution via E2B, Docker, or WebAssembly. Use when this capability is needed.

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Generates Terraform module scaffolds with variables.tf, outputs.tf, and provider configurations from a module specification. Uses the Terraform Registry API to resolve provider schemas.

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Complete guide for Panaversity Hackathon II (Todo Spec-Driven Development) Phases 2-5. Use when working on Phase 3 (MCP + OpenAI Agents + ChatKit chatbot), Phase 4 (Kubernetes with Minikube, Helm, Docker), Phase 5 (Cloud deployment with Dapr, Kafka, advanced features), or implementing bonus features (Reusable Intelligence, Cloud-Native Blueprints, Urdu support, Voice commands). Includes detailed references, scaffolding scripts, troubleshooting guides, and implementation patterns for AI-powered todo chatbot with event-driven architecture. Use when this capability is needed.

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Kubernetes Role-Based Access Control (RBAC) auditing systematically reviews roles, cluster roles, bindings, and service account permissions to identify overly permissive access, privilege escalation p Use when this capability is needed.

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Test and prototype code in a sandboxed environment. Use for debugging, verifying logic, or installing packages. Use when this capability is needed.

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Generates Docker Compose production configurations for PHP projects. Creates hardened stacks with resource limits, restart policies, and monitoring.

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Docker troubleshooting knowledge base. Provides debugging patterns, common error solutions, and diagnostic commands for PHP containers. Use when this capability is needed.

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Fix Docker GHCR push failures when repository organization changes but IMAGE\_NAME remains hardcoded to old org Use when this capability is needed.

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What This Skill Does

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Google Cloud Agent SDK Master - Production-Ready Agent Systems

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Search and download documents from Google Drive using rclone. Exports Google Docs as Markdown by default. Use when users ask to find files in Google Drive, download documents from Drive, export Google Docs, or sync Drive content locally. Triggers on requests mentioning Google Drive, gdrive, or document downloads from cloud storage. Use when this capability is needed.

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Go controller patterns, CRDs, RBAC, and Kubernetes operator development best practices Use when this capability is needed.

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Use when designing infrastructure self-service portals, IaC templates, or automated provisioning systems. Covers Terraform modules, Pulumi, environment provisioning, and infrastructure guardrails.

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Diagnose and resolve Microsoft Fabric Data Factory pipeline performance issues. Use when pipelines are slow, copy activities timeout, dataflows stall, activities are stuck, throughput is low, capacity is throttled, or jobs queue indefinitely. Covers copy activity tuning (parallelCopies, DIU, ITO, partitioning), pipeline monitoring via Monitoring Hub and workspace monitoring, Spark job queueing, capacity SKU limits, error code resolution, and dataflow optimization. Keywords include Fabric pipeline slow, copy activity performance, Data Factory throttling, pipeline timeout, activity stuck, TooManyRequestsForCapacity, HTTP 430, pipeline troubleshoot, dataflow performance, copy parallelism, intelligent throughput optimization. Use when this capability is needed.

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Azure AI Foundry — provisioning, model deployment, RAG configuration, and operational management Use when this capability is needed.

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Vercel Deploy Integration

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微信公众号排版工具 (wechat-formatter v3.0)

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Security audit for AWS Lambda functions including IAM role least privilege, environment variable encryption (KMS), Function URLs vs API Gateway, VPC config, layer usage, container image scanning, X-Ray and logs PII, cold start state, async invocation handling, and Lambda-specific patterns across Node, Python, Go, Java runtimes. Use this skill whenever the user mentions AWS Lambda, lambda function, IAM role, Function URL, API Gateway + Lambda, Lambda layer, SAM, CDK Lambda, Serverless Framework, or asks "audit my Lambda", "Lambda security review", "Lambda IAM". Trigger when the codebase contains `serverless.yml`, `template.yaml` (SAM), `cdk.json`, or Lambda handler patterns. Use when this capability is needed.

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Build Azure DevOps YAML pipelines for CI/CD, manage releases, artifacts, and deployment environments. Create build and release pipelines, configure triggers, templates, and integrate with Azure services. Use when automating builds, tests, and deployments in Azure DevOps. Use when this capability is needed.