DevOps e Infra

Strategic advisory for proptech founders covering real-estate market segments (residential / commercial / industrial), MLS access and brokerage models, state-by-state real-estate licensing, and proptech business-model patterns (transaction, listing, financing, management, services). Use when scoping a proptech idea, classifying market segment, or when the user mentions proptech, real estate techno

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

C-suite orchestration layer that routes founder questions to the right advisor role(s), triggers multi-role board meetings for complex decisions, synthesizes outputs, tracks decisions, and manages cross-functional alignment. Every C-suite interaction starts here. Use when coordinating executive decisions, routing strategic questions, managing board meetings, synthesizing multi-perspective advice,

International market expansion strategy for scaling companies. Covers market selection scoring, entry mode evaluation, localization requirements, regulatory compliance by region, go-to-market adaptation, team structure decisions, and launch planning. Use when expanding to new countries, evaluating international markets, planning localization, building regional teams, assessing regulatory requireme

Referral and affiliate program design covering referral loop architecture, incentive design, trigger moment optimization, viral coefficient modeling, affiliate program structure, and optimization playbook.

Strategic advisory for fintech founders and product leaders covering US/EU regulatory triggers, license-vs-partner decisions, KYC/AML basics, PSD2 / Open Banking, embedded finance patterns, and fintech business models. Use when evaluating a fintech idea, scoping regulatory exposure, picking a BaaS partner, or when the user mentions fintech, money transmitter, lending, neobank, embedded finance, KY

Production-grade end-to-end testing with Playwright. Covers test generation from user stories, page object patterns, locator strategy, flaky test diagnosis, Cypress/Selenium migration, CI integration, visual regression testing, and accessibility auditing. Use when writing E2E tests, fixing flaky tests, or migrating from Cypress/Selenium.

Grant writing and proposal architecture skill for researchers, founders, and nonprofits. Covers funder fit, proposal structure, budget design, narrative discipline, and success-factor scoring. Use when writing a grant proposal, evaluating funder fit before applying, auditing a draft for competitiveness, or planning a budget that survives review.

Commercial policy: the written governance framework that defines what commercial terms sales can offer, what triggers approval, and what's off-limits. Use when authoring or refreshing a company commercial-policy charter, defining discount / contract / payment / termination / liability policies, auditing existing deals for policy compliance, drafting commercial-policy training for sales, or generat

Medical device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis.

PM-facing playbook for phased rollouts with feature flags -- taxonomy (release / experiment / ops / permission), rollout shapes, kill-switch decision tree, holdouts, flag debt retirement, and naming conventions.

AI/ML feature PRD scaffolding for the modern AI product manager. Extends the standard 8-section PRD with 3 AI-specific sections covering model selection, evals, guardrails, data flow, deployment, failure modes, human-in-the-loop, AI metrics, ethical review, and cost monitoring.