DevOps & Infra

newmindsgroup Skill

Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.

newmindsgroup Skill

Azure Fabric Management SDK for Python. Use for managing Microsoft Fabric capacities and resources.

newmindsgroup Skill

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

newmindsgroup Skill

Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment.

newmindsgroup Skill

Complete Odoo backup and restore strategy: database dumps, filestore backup, automated scheduling, cloud storage upload, and tested restore procedures.

newmindsgroup Skill

Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.

newmindsgroup Skill

Expert Terraform/OpenTofu specialist mastering advanced IaC automation, state management, and enterprise infrastructure patterns.

ferroxlabs Bundle

Guide for applied machine learning with scikit-learn covering feature engineering, model selection, pipeline construction, evaluation, hyperparameter tuning, and production-ready model patterns. Use when the user asks about python data scientist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of python data scientist or requires a different specialized skill.

ferroxlabs Bundle

Expert guide for operating service meshes including Istio and Linkerd. Covers traffic management, mutual TLS, observability, canary deployments, circuit breaking, fault injection, and production mesh operations in Kubernetes environments. Use when the user asks about service mesh operator, service mesh operator best practices, or needs guidance on service mesh operator implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Orchestrates the process of setting up a complete local development environment from project initialization through CI pipeline configuration, chaining four software-development skills into a structured onboarding workflow. Use when the user needs to set up a development environment for a new project or standardize an existing project's local development setup. Do NOT use for production environment configuration, cloud infrastructure provisioning, or IDE-specific customization without a project context.

ferroxlabs Bundle

Software supply chain security expertise covering SBOM generation and analysis, dependency vulnerability scanning, Sigstore signing and verification, SLSA framework compliance, artifact provenance, build integrity, package manager security, container image signing, and CI/CD pipeline hardening for establishing trust in the software delivery process. Use when the user asks about supply chain security, supply chain security best practices, or needs guidance on supply chain security implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Guides expert-level ASP.NET Core development: minimal APIs vs Controllers decision tree, middleware pipeline, filters, configuration binding, health checks, and OpenAPI integration. Use when the user asks about ASP.NET Core, minimal APIs, Controllers, middleware, filters, configuration, health checks, .NET 8. Do NOT use when the user asks about C# project setup (use `csharp-project-setup`), C# async (use `csharp-async-patterns`), C# testing (use `csharp-testing-patterns`).

ferroxlabs Bundle

Design and implement resilient backup strategies using the 3-2-1 rule, encryption best practices, cloud vs local tradeoffs, and restore testing procedures to protect personal and small business data from loss Use when the user asks about data backup strategist, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of data backup strategist or requires a different specialized skill.

ferroxlabs Bundle

Orchestrates systematic production debugging from alert through root cause identification and resolution, chaining four engineering skills into a structured diagnostic pipeline. Covers incident triage, log analysis, performance investigation, and monitoring verification. Use when the user is investigating a production issue that requires structured diagnosis beyond simple log reading. Do NOT use for development environment bugs, planned performance optimization, or incidents that require the full incident-response workflow with postmortem.

ferroxlabs Bundle

Creates a systematic digital asset inventory covering online accounts, subscriptions, cryptocurrency, digital purchases, social media, cloud storage, and access credential management approaches. Produces a categorized digital asset catalogue and a legacy contact plan for attorney review. Use when the user asks about digital estate planning, managing online accounts after death, digital asset inventory, or what happens to digital accounts when someone dies. Do NOT use for drafting legal documents, recommending specific password managers, providing cryptocurrency investment advice, or general estate planning (use will-preparation-checklist or estate-attorney-prep-guide instead).

ferroxlabs Bundle

Guides expert-level infrastructure as code implementation: automation and cloud decision frameworks, production-ready patterns, and concrete templates for infrastructure as code workflows. Use when the user asks about infrastructure as code, infrastructure as code configuration, or devops best practices for infrastructure projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

ferroxlabs Bundle

Data pipeline orchestration covering Apache Airflow DAG design patterns, Dagster software-defined assets, Prefect flow composition, retry and backfill strategies, dependency management, dynamic task generation, monitoring and alerting, SLA tracking, cross-system orchestration, and production operation patterns. Use when the user asks about orchestration engineer, orchestration engineer best practices, or needs guidance on orchestration engineer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Technical recruiting strategy covering sourcing techniques, screening frameworks, interview design, candidate evaluation, offer negotiation, employer branding, and diversity hiring. Includes scorecard templates, job description formulas, outreach message templates, and hiring pipeline metrics. Use when the user asks about tech recruiter advisor, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of tech recruiter advisor or requires a different specialized skill.

ferroxlabs Bundle

Advanced threat modeling covering STRIDE and PASTA methodologies, attack tree construction, threat libraries, DREAD and CVSS risk scoring, security requirements derivation, data flow diagrams, trust boundary analysis, threat modeling for APIs and microservices and cloud architectures, and integration into SDLC. Use when the user asks about threat modeling expert, threat modeling expert best practices, or needs guidance on threat modeling expert implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

oomol-lab Skill

TiDB Cloud (pingcap.com). Use this skill for ANY TiDB Cloud request — reading, creating, and updating data. Whenever a task involves TiDB Cloud, use this skill instead of calling the API directly.

oomol-lab Skill

Foxit Cloud API (cloudapi.fuxinsoft.cn). Use this skill for ANY Foxit Cloud API request — reading, creating, updating, and deleting data. Whenever a task involves Foxit Cloud API, use this skill instead of calling the API directly.

oomol-lab Skill

AWS S3 (aws.amazon.com). Use this skill for ANY AWS S3 request — reading, creating, updating, and deleting data. Whenever a task involves AWS S3, use this skill instead of calling the API directly.

oomol-lab Skill

Baidu Qianfan (qianfan.cloud.baidu.com). Use this skill for ANY Baidu Qianfan request — reading, creating, updating, and deleting data. Whenever a task involves Baidu Qianfan, use this skill instead of calling the API directly.

ferroxlabs Bundle

Data-intensive systems architecture expert covering batch vs stream processing, exactly-once semantics, backpressure mechanisms, data pipeline design, event sourcing, change data capture, idempotent processing, and scalable data flow patterns for high-throughput systems. Use when the user asks about data intensive designer, data intensive designer best practices, or needs guidance on data intensive designer implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Step-by-step guidance for backing up photos to the cloud, organizing pictures into albums, sharing photos with family, and using printing services to turn digital memories into physical keepsakes. Use when the user asks about digital photo organizer, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of digital photo organizer or requires a different specialized skill.

ferroxlabs Bundle

Guides expert-level docker compose patterns implementation: cloud and automation decision frameworks, production-ready patterns, and concrete templates for docker compose patterns workflows. Use when the user asks about docker compose patterns, docker compose patterns configuration, or devops best practices for docker projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

ferroxlabs Bundle

Guides expert-level github actions patterns implementation: ci-cd and cloud decision frameworks, production-ready patterns, and concrete templates for github actions patterns workflows. Use when the user asks about github actions patterns, github actions patterns configuration, or ci-cd best practices for github projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

ferroxlabs Bundle

Orchestrates the systematic modernization of a legacy codebase by chaining four engineering skills into a structured migration pipeline. Covers technical debt assessment, incremental refactoring, integration testing, and safe deployment of modernized components. Use when the user needs to modernize a legacy system incrementally without breaking existing functionality. Do NOT use for greenfield rewrites, simple library upgrades, or projects where the legacy system can be replaced entirely.

ferroxlabs Bundle

Systematic legacy system modernization workflow covering code review and assessment, technical debt analysis, strategic refactoring, test coverage improvement, containerization, and CI/CD pipeline setup for a safe, incremental transition from legacy to modern architecture. Use when the user wants to modernize legacy system or needs a structured multi-step process for this goal. Do NOT use when the request is a single-step task or requires professional advice beyond educational guidance.

ferroxlabs Bundle

Orchestrates a systematic security review of a codebase by chaining five security skills into a comprehensive audit pipeline. Covers threat modeling, secure development practices review, vulnerability scanning, API security assessment, and compliance verification. Use when the user needs a thorough security review of an existing codebase before a major release, compliance audit, or after a security incident. Do NOT use for runtime incident response (use handle-production-incident) or for single-vulnerability patching.

ferroxlabs Bundle

Orchestrates the full software feature development lifecycle from specification through production deployment, chaining five engineering skills into a cohesive build pipeline. Covers requirements gathering, branch strategy, test-driven implementation, peer review, and deployment. Use when the user needs to build a complete feature from idea to production with structured engineering practices at every stage. Do NOT use for hotfixes, one-line changes, or exploratory prototypes that skip formal review and testing.

ferroxlabs Bundle

Designs a data pipeline monitoring plan with health metrics (latency, error rate, row count variance), alert thresholds, on-call escalation path, and incident response runbook template. Outputs a complete monitoring specification for production data pipelines. Use when the user asks to set up monitoring for data pipelines, define SLAs for data freshness, create alerting rules for ETL failures, or build a runbook for pipeline incidents. Do NOT use for designing the pipeline itself (use etl-pipeline-design), defining data quality rules on the data (use data-quality-rules), or designing dashboards (use bi-dashboard-spec).

ferroxlabs Bundle

Edge computing and CDN architecture expert covering edge workers (Cloudflare Workers, Deno Deploy, Vercel Edge), CDN configuration and cache strategies, latency optimization, edge-side logic patterns, geolocation routing, A/B testing at the edge, and global performance engineering. Use when the user asks about edge computing architect, edge computing architect best practices, or needs guidance on edge computing architect implementation. Do NOT use when the user needs a different specialized skill or is asking about an unrelated technology domain.

ferroxlabs Bundle

Guides expert-level kubernetes configuration implementation: cloud and best-practices decision frameworks, production-ready patterns, and concrete templates for kubernetes configuration workflows. Use when the user asks about kubernetes configuration, kubernetes configuration configuration, or devops best practices for kubernetes projects. Do NOT use when the user needs a different devops cloud capability -- check sibling skills in the devops cloud subcategory.

ferroxlabs Bundle

Orchestrates a focused technical debt reduction sprint by chaining five engineering skills into a systematic cleanup pipeline. Covers debt assessment, code smell detection, incremental refactoring, test improvement, and safe release of improvements. Use when the team has allocated dedicated time to reduce technical debt and needs a structured approach to maximize impact. Do NOT use for ongoing maintenance, single refactoring tasks, or debt work mixed with feature development.

ferroxlabs Bundle

Sales process maturity assessment evaluating pipeline management, conversion metrics, sales methodology, team enablement, and process efficiency to produce an actionable sales scorecard. Use when the user asks about sales process assessment, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of sales process assessment or requires a different specialized skill.