Browse Skills

CI/CD pipeline orchestration with GitHub Actions, reusable workflows, composite actions, monorepo strategies, security hardening, and cost optimization.

Design and analyze rigorous policy impact evaluations using causal inference methods including difference-in-differences, regression discontinuity, synthetic control, and propensity score matching.

Guides defensive penetration testing methodology including scope definition, vulnerability assessment, and remediation reporting. Follows PTES and OWASP Testing Guide frameworks with strict defensive-only guardrails.

Guides product teams through continuous discovery using opportunity solution trees, assumption mapping, experiment design, customer interview techniques, and Jobs-to-be-Done methodology to validate product decisions before building.

Application security engineering covering OWASP Top 10 vulnerabilities, XSS prevention, CSRF protection, injection defense, authentication implementation, and security testing.

Guides organizations through AI regulatory compliance including the EU AI Act, NIST AI RMF, and emerging global AI governance frameworks. Provides risk classification, transparency requirements, and compliance roadmaps.

Draft, review, and negotiate employment contracts across multiple jurisdictions with expertise in compensation structures, restrictive covenants, IP assignment, and data protection compliance.

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 and optimize brand portfolio architectures by analyzing brand relationships, equity flows, and strategic fit to recommend the right structure — from branded house to house of brands.

Design production-grade Redis caching architectures including data structure selection, caching patterns (cache-aside, write-through, write-behind), eviction policies (LRU, LFU, volatile), TTL strategies, Redis Cluster and Sentinel topologies, Lua scripting, Redis Streams for event processing, and memory optimization techniques.

Designs and enforces formal data contracts between producer and consumer teams, implementing schema governance, automated quality testing, and graduated enforcement strategies to ensure upstream data discipline.

Guide the end-to-end curation of high-quality datasets for machine learning. Covers data collection strategies, cleaning pipelines, annotation workflows, bias auditing, deduplication, and dataset documentation following data-centric AI principles.

Creates low-to-high fidelity wireframes and interactive prototypes with clear information hierarchy, navigation flows, and component specifications for web and mobile applications.

Plan and execute complex technical migrations — framework upgrades, monolith decomposition, database schema evolution, and cloud transitions — using proven patterns like Strangler Fig and expand-and-contract for zero-downtime delivery.

Complete guide for shipping an indie game on Steam. Covers Steamworks SDK integration, SteamPipe build uploads, depot configuration, achievements, cloud saves, store page optimization, wishlist strategy, Steam Next Fest, pricing, and launch day execution.

Creates psychologically rich, multi-dimensional characters with compelling arcs, distinctive voices, and meaningful relationship dynamics for fiction, screenwriting, and narrative game design.

End-to-end web application development guidance covering frontend-backend integration, full-stack frameworks, deployment pipelines, monorepo architecture, and the complete journey from idea to production.

Designs and implements WCAG 2.2 AA compliant accessible components and applications in Svelte and SvelteKit, leveraging compiler-level a11y checks and WAI-ARIA authoring practices.

Transform organizational purchasing into strategic value creation — spend analysis, Kraljic portfolio classification, TCO modeling, supplier evaluation, contract negotiation strategy, and procurement performance measurement.

Creates persuasive long-form sales pages, pricing copy, and conversion-focused content using storytelling, objection handling, and ethical urgency techniques. Covers B2B and B2C sales copy with guarantee framing and testimonial integration.

Expert in B2B whitepaper writing covering thought leadership content, research-backed long-form arguments, data-driven narratives, lead generation content, and industry report authoring.

Design effective micro-learning modules with evidence-based techniques including spaced repetition, retrieval practice, and cognitive load management for maximum knowledge retention in 3-7 minute experiences.

Designs multi-touch attribution systems, marketing mix models, and incrementality testing frameworks to help marketers measure true channel contribution and optimize budget allocation.

Expert guidance for designing defensible electronic discovery workflows covering litigation hold, forensic collection, document review with TAR/predictive coding, and production for complex litigation matters.