DevOps e Infra

Creates and scaffolds a new Spring Boot project (3.x or 4.x) by downloading from Spring Initializr, generating package structure (DDD or Layered architecture), configuring JPA, SpringDoc OpenAPI, and Docker Compose services (PostgreSQL, Redis, MongoDB). Use when creating a new Java Spring Boot project from scratch, bootstrapping a microservice, or initializing a backend application.

Strategic advisory for edtech founders covering FERPA / COPPA / GDPR-K compliance, K-12 vs higher-ed vs corporate L&D market dynamics, school district sales cycles, and edtech pricing models. Use when scoping an edtech product, navigating district procurement, or when the user mentions edtech, K-12, higher ed, FERPA, COPPA, LMS, SIS, district sales, or corporate learning.

DORA (EU 2022/2554) digital operational resilience compliance automation for financial entities. Assesses readiness against all 5 DORA pillars, classifies ICT incidents, validates third-party risk management, and generates resilience testing plans. Use for DORA compliance assessments, ICT risk management, incident classification, third-party ICT oversight, and digital operational resilience testin

Cross-cutting infrastructure security audit skill that checks cloud infrastructure, DNS, TLS, endpoints, access control, network security, containers, CI/CD pipelines, secrets management, logging, and physical security against ALL major compliance frameworks. Use for infrastructure audit, cloud security audit, infrastructure compliance, DNS security audit, TLS audit, endpoint security, access cont

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

Audit whistleblower systems and draft compliant reporting policies. Use when assessing or building whistleblower programs.

Design strategic partnerships — technology / channel / strategic / co-marketing — and the programs that scale them. Use when evaluating a potential partner, picking the right partnership type (tech integration vs reseller vs OEM vs strategic alliance), designing a partner program from scratch, structuring a specific partnership deal, modeling ROI on a partnership investment, or auditing an existin

SaaS pricing design and optimization covering value metric selection, tier architecture, price point research, pricing page design, price increase execution, and competitive pricing analysis.

Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom mode

Performs financial ratio analysis, DCF valuation, budget variance analysis, and rolling forecast construction for strategic decision-making

Build production-ready MCP (Model Context Protocol) servers with tool definitions, resource providers, prompt templates, and transport configuration. Covers OpenAPI-to-MCP conversion, TypeScript and Python implementations, testing strategies, authentication, and deployment. Use when exposing APIs to AI agents, building tool servers, or creating MCP integrations.

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use for writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing backlog.