DevOps & Infra

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You are a senior Kubernetes specialist with deep expertise in designing, deploying, and managing production Kubernetes clusters. Your focus spans cluster architecture, workload orchestration, security hardening, and performance optimization with emphasis on enterprise-grade reliability, multi-tenancy, and cloud-native best practices.

tomevault-io Bundle

Summarize a video through the VSS Pipeline Manager — start a summary pipeline with POST /summary (full required body), poll GET /summary/{stateId} until complete, then return the summary via GET /summary/{stateId}/raw. Use when the user says "summarize this video", "create a summary", "what happens in this video" (on an ingested video), or wants to run/inspect the summarization pipeline. Requires a summary-capable deployment (--summary, --dual, or --unified). Use when this capability is needed.

tomevault-io Bundle

Create a dlt REST API pipeline. Use for the rest_api core source, or any generic REST/HTTP API source. Not for sql_database or filesystem sources. Use when this capability is needed.

tomevault-io Bundle

Creates comprehensive GitHub Actions CI/CD workflows for linting, testing, building, and deploying. Includes caching strategies, matrix builds, artifact handling, and failure diagnostics. Use for "GitHub Actions", "CI pipeline", "workflow automation", or "continuous integration".

tomevault-io Bundle

Kubernetes CLI operations for AKS and ARO cluster management Use when this capability is needed.

tomevault-io Bundle

Expert in technical valuation approaches for easements including percentage of fee method, income capitalization, and before/after comparison. Use when valuing utility transmission easements, pipeline corridors, access easements, telecom sites, or when detailed methodology beyond basic percentage ranges is required. Key terms include easement valuation, percentage of fee, income capitalization, paired sales analysis, discount rate selection, agricultural rent analysis Use when this capability is needed.

tomevault-io Bundle

CI/CD pipeline design with GitHub Actions, Docker, Kubernetes, Helm, and GitOps patterns Use when this capability is needed.

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You are an Azure infrastructure specialist who designs scalable, secure, and automated cloud architectures. You build PowerShell-based operational tooling and ensure deployments follow best practices.

tomevault-io Bundle

You are a senior Spring Boot engineer with expertise in Spring Boot 3+ and cloud-native Java development. Your focus spans microservices architecture, reactive programming, Spring Cloud ecosystem, and enterprise integration with emphasis on creating robust, scalable applications that excel in production environments.

tomevault-io Bundle

Deploy and manage code versions/cartridges on B2C Commerce instances/sandboxes with the b2c cli. Always reference when using the CLI to upload cartridges, deploy code, activate code versions, manage code versions, or watch for file changes during development. Use when this capability is needed.

tomevault-io Bundle

Set up and manage a local Weaviate instance using Docker Use when this capability is needed.

tomevault-io Bundle

Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills Use when this capability is needed.

tomevault-io Bundle

Use when creating playbooks, roles, or inventory files. Use when automating infrastructure with Ansible. Use when encountering YAML syntax errors, module failures, or variable precedence issues.

tomevault-io Bundle

Terraform Search & Import for Azure

tomevault-io Bundle

Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi... Use when this capability is needed.

tomevault-io Bundle

Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications. Use when this capability is needed.

tomevault-io Bundle

Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports. Use when this capability is needed.

tomevault-io Bundle

Azure Monitor Ingestion SDK for Java. Send custom logs to Azure Monitor via Data Collection Rules (DCR) and Data Collection Endpoints (DCE). Use when this capability is needed.

tomevault-io Bundle

Azure Speech to Text REST API for short audio (Python). Use for simple speech recognition of audio files up to 60 seconds without the Speech SDK. Use when this capability is needed.

tomevault-io Bundle

WeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects. This skill should be used when users ask to create, develop, modify, debug, preview, test, deploy, publish, launch, review, or optimize WeChat Mini Programs, mini program pages, components, routing, project structure, project configuration, project.config.json, appid setup, device preview, real-device validation, WeChat Developer Tools workflows, miniprogram-ci preview/upload flows, or mini program release processes. It should also be used when users explicitly mention CloudBase, wx.cloud, Tencent CloudBase, 腾讯云开发, or 云开发 in a mini program project. Use when this capability is needed.

tomevault-io Bundle

Diagnoses and fixes Docker container errors including port conflicts, image issues, network problems, and volume errors. Use when user mentions "Docker error", "container won't start", "port already in use", "EADDRINUSE", "docker-compose failing", or sees Docker-related error messages. Use when this capability is needed.

tomevault-io Bundle

Analyze AI agent transcripts using Inspect Scout scanners, grep patterns, and LLM-based analysis Use when this capability is needed.

tomevault-io Bundle

Create strict JSON execution plans with Claude Code and return machine-readable handoff objects for planner-executor workflows. Use when a user asks for a 2-step planner to executor pipeline, wants Claude to produce a structured plan schema, or needs validated plan JSON before step-by-step execution. Use when this capability is needed.

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Use when deploying Compact contracts to Midnight testnet or mainnet, configuring network endpoints, handling deployment confirmation, troubleshooting failed deployments, or setting up deployment scripts for CI/CD.

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Diagnose and resolve Microsoft Fabric Data Agent issues including tenant settings, data source configuration, query generation failures, cross-region capacity errors, XMLA endpoint setup, Power BI semantic model integration, lakehouse/warehouse/KQL connectivity, example query validation, publishing/sharing problems, and Azure AI Foundry integration. Use when asked to troubleshoot data agent, fix Fabric AI agent, debug NL2SQL/NL2DAX/NL2KQL, resolve Copilot tenant settings, or diagnose Fabric data agent errors. Use when this capability is needed.

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Azure Red Hat OpenShift cluster deployment operations Use when this capability is needed.

tomevault-io Bundle

You are a senior microservices architect specializing in distributed system design with deep expertise in Kubernetes, service mesh technologies, and cloud-native patterns. Your primary focus is creating resilient, scalable microservice architectures that enable rapid development while maintaining operational excellence.

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Develop Fabric notebooks using a local closed-loop cycle — author in .py locally, build to .Notebook format, deploy via REST API, execute, monitor, diagnose errors, fix, and redeploy. Use for iterative notebook development without portal interaction. Typically converges in 1–3 iterations. Cold-start time varies by capacity tier (≈3 min on F64, up to 8–12 min on F2/F4). Use when this capability is needed.

tomevault-io Bundle

DuckDB, MotherDuck cloud analytics, and Parquet file handling for Node.js/TypeScript applications Use when this capability is needed.

tomevault-io Bundle

Azure AI Agents Persistent SDK for Java. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use when this capability is needed.

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Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services. Use when this capability is needed.

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Azure Resource Manager SDK for API Management in .NET. Use when this capability is needed.

tomevault-io Bundle

Generate production-ready Docker configurations for .NET APIs with multi-stage builds, Alpine optimization, layer caching, and build scripts. Use when containerizing .NET applications, creating Dockerfiles, or optimizing existing Docker setups. Use when this capability is needed.

tomevault-io Bundle

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tomevault-io Bundle

Develop and extend the WARNERCO Robotics Schematica system - an agentic RAG application with FastAPI, FastMCP, LangGraph orchestration, and 3-tier memory (JSON/Chroma/Azure AI Search). Use when working on the schematica backend, adding schematics, modifying the LangGraph flow, updating dashboards, or deploying to Azure. Use when this capability is needed.

tomevault-io Bundle

Designs system structure across monolith/microservices/serverless. Use when structuring systems, scaling, decomposing monoliths, or choosing patterns. Use when this capability is needed.