Browse Skills

Evidence-based framework that classifies AI-assisted coding practices into High-Leverage, Context-Dependent, and Dangerous tiers with a rigorous 4-criteria evaluation rubric.

Guides design of simulation and management games covering tick-based simulation, agent-based modeling, emergent narrative systems, economy design, data visualization as gameplay, modding architecture, and save system design for games in the Football Manager, Factorio, and RimWorld tradition.

Develops comprehensive brand voice documentation including tone attributes, writing guidelines, channel-specific adaptations, and consistency audit frameworks. Creates actionable voice guides that teams can immediately apply.

Develops comprehensive B2B content strategies that align with complex buying cycles, multiple stakeholders, and long sales funnels. Specializes in thought leadership, demand generation content, and account-based marketing copy.

Develops comprehensive data governance strategies including data catalogs, metadata management, ownership models, access policies, quality frameworks, and master data management aligned with DMBOK standards.

Strategic guidance for building authoritative personal brands for professionals, executives, and founders, covering positioning, narrative development, content strategy, thought leadership, and platform-specific execution.

Optimize Shopify stores for organic search visibility across products, collections, blog content, and technical infrastructure to maximize traffic and revenue.

Designs go-to-market strategies for selling complex technical and industrial products to business buyers in Germany, Austria, and Switzerland, adapting for DACH-specific procurement culture and buyer expectations.

Diagnoses and resolves neural network training failures including gradient issues, loss plateaus, overfitting, and suboptimal hyperparameters. Provides systematic debugging workflows with actionable fixes.

Expert in business plan creation — market analysis, financial projections, competitive strategy, go-to-market planning, team structure, and investor-ready documentation for startups and growth-stage companies.

Guide hardware teams through pilot validation programs using Stage-Gate, TRL/MRL assessments, DFMA analysis, and FMEA. Produces structured pilot plans with measurable go/no-go criteria, field validation protocols, and production readiness assessments.

Design domain-oriented, decentralized data architectures using data mesh principles including data-as-a-product, self-serve infrastructure, and federated computational governance.

Design structured, outcome-driven workshops for any context — from half-day team alignments to multi-day innovation sprints. Produces detailed agendas, facilitation guides, exercises, and material lists using adult learning theory and proven facilitation frameworks.

Expert Sylius e-commerce development with Symfony-based architecture, resource system, BDD testing, API Platform integration, and plugin development.

Conduct environmental lifecycle assessments (LCA) of products following ISO 14040/14044, covering goal definition, inventory analysis, impact assessment, and improvement recommendations for sustainable product design.

Select and implement platform-appropriate mobile UI patterns for iOS and Android — from navigation architecture and gesture design to responsive layouts and accessibility compliance.

Comprehensive Datadog monitoring expertise covering APM, infrastructure monitoring, log management, custom metrics, dashboard design, alerting strategies, SLO/SLI definition, distributed tracing, Agent configuration, cost optimization, and integration patterns for production environments.

Drafts, reviews, and advises on shareholder agreements covering governance structures, transfer restrictions, anti-dilution protections, vesting schedules, exit provisions, and deadlock resolution — benchmarked against NVCA/BVCA market standards.

Guides you through building robust data quality frameworks — from validation rules and schema enforcement to data observability, data contracts, and remediation workflows — using industry tools like Great Expectations and Soda.

Systematically diagnoses performance bottlenecks in production systems using the USE method, flame graph analysis, CPU/memory/IO profiling, latency debugging, continuous profiling, and benchmark methodology. Guides engineers from symptom observation through root cause identification to verified fix.

Expert guidance for Directus headless CMS and BaaS, covering database-wrapping architecture, auto-generated REST and GraphQL APIs, Flows automation, extensions, and self-hosting.

Expert guide for Matomo analytics: plugin architecture, tracking APIs, Reporting API, GDPR compliance, Tag Manager, custom dimensions, and self-hosted deployment.

Expert PrestaShop development specialist for module architecture, hooks system, CQRS patterns, Symfony migration, multistore, payment integration, and performance optimization.

Guides the composition of interactive game music using horizontal re-sequencing, vertical layering, stingers, and adaptive scoring. Covers DAW workflows for stems-based export, genre-appropriate composition, and middleware implementation in FMOD Studio and Wwise.