Expert in community-led growth (CLG) - leveraging user communities to drive acquisition, retention, and expansion....
AI & LLM
LLM integrations, prompt engineering, and AI orchestration
Expert in growing and engaging communities sustainably. Covers acquisition channels, activation strategies,...
Your most loyal users aren't just customers - they're potential advocates, contributors, and community members who...
Expert in measuring what matters in communities. Covers health metrics, engagement analytics, sentiment analysis,...
Expert in designing and implementing visceral, satisfying combat systems. Masters hitbox/hurtbox design, frame data,...
World-class color theory expertise combining the scientific precision of Josef Albers' "Interaction of Color," the...
Code review specialist for quality standards, design patterns, security review, and constructive feedbackUse when...
The art of reviewing code that improves both the codebase and the developer - sharing knowledge, maintaining...
Expert in the human side of code review. Covers giving feedback that lands, receiving criticism gracefully,...
Patterns for designing and analyzing clinical trials, including survival analysis, endpoint selection, sample size...
Work with climate data, models, and projections for climate impact assessment, downscaling, and scenario analysis...
Expert in creating endings that demand continuation. Covers serialized content, episode structure, tension building,...
Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user syncUse when "adding...
Expert in Claude Code hooks - user-defined shell commands that execute at specific points in Claude Code's...
Expert in creating custom slash commands for Claude Code. Slash commands encode repeatable workflows as markdown...
Expert in integrating Claude Code with CI/CD pipelines. Covers headless mode for non-interactive execution, GitHub...
Creating memorable, readable, and emotionally resonant game characters that work at every scale and in every...
Resilience testing specialist for failure injection, game day planning, and building confidence in system...
Expert in building and scaling channel partner programs - resellers, agencies, system integrators, and technology...
Causal inference specialist for causal discovery, counterfactual reasoning, and effect estimationUse when "causal...
World-class expertise in TCG/CCG design, resource systems, and metagame balanceUse when "card game design, TCG...
Calculate, track, and report greenhouse gas emissions following GHG Protocol standards, including Scope 1, 2, and 3...
World-class caching strategies - cache invalidation, Redis patterns, CDN caching, and the battle scars from cache...
Expert in business model design - the architecture of how a company creates, delivers, and captures value. Covers...