Browse Skills

Design, structure, and optimize production-grade system prompts for large language models using proven architectural patterns, research-backed techniques, and adversarial testing methodologies.

Designs comprehensive retention strategies using cohort analysis, churn prediction models, engagement loops, habit formation frameworks, and re-engagement campaigns to maximize customer lifetime value.

Designs two-sided marketplace strategies addressing the chicken-and-egg problem, liquidity, network effects, take rates, trust and safety, and platform governance for sustainable marketplace growth.

Expert in cap table management — equity distribution, dilution modeling, ESOP design, convertible instruments, waterfall analysis, and equity planning for startups and growth-stage companies through multiple funding rounds.

Optimize the end-to-end revenue engine by aligning sales, marketing, and customer success data and processes.

Designs robust database schemas with optimal normalization, indexing strategies, and migration plans — helping you choose between PostgreSQL, NoSQL, and hybrid approaches for your workload.

Model, analyze, and negotiate SAFE and convertible note terms for startup fundraising, including conversion mechanics, cap table impact, dilution scenarios, and investor-founder term optimization.

Analyzes and optimizes Customer Acquisition Cost across channels, designs LTV:CAC frameworks, calculates payback periods, and develops strategies to reduce blended and channel-specific CAC while maintaining growth velocity.

Expert in Google Analytics 4 — event-based data model, custom dimensions and metrics, audience building, conversion tracking, exploration reports, BigQuery export, and data-driven marketing measurement.

Optimizes ML model deployment for production inference including quantization (INT8/INT4), knowledge distillation, ONNX/TensorRT conversion, model pruning, batching strategies, and edge deployment for reducing latency and cost.

Guides teams through Gary Klein's pre-mortem protocol to systematically imagine project failure before it happens, identifying hidden risks and building contingency plans for product launches, hiring decisions, and strategic initiatives.

Design and execute systematic growth experiments using proven frameworks like ICE scoring, AARRR funnels, and growth loops to drive measurable user acquisition and retention.

Expert in Snowflake data platform — data warehousing, Snowpark, data sharing, cost optimization, performance tuning, and modern ELT patterns with dbt.

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.

Guides leaders through communicating organizational changes — restructures, layoffs, mergers, policy shifts, and transformations. Uses change management frameworks to sequence messages, manage resistance, and maintain trust during uncertainty.

Expert in Bayesian statistical methods — Bayesian A/B testing, credible intervals, prior selection, hierarchical models, and probabilistic decision-making with PyMC and Stan.

Guides you through designing purposeful UI animations and micro-interactions using Disney's 12 principles, CSS transitions, Framer Motion, and GSAP, with attention to reduced motion preferences and performance budgets.

Provides expert guidance on time series forecasting including statistical methods (ARIMA, ETS), Prophet, neural forecasting (N-BEATS, Temporal Fusion Transformer), seasonality decomposition, anomaly detection, and confidence interval estimation.

Distills complex business analyses, project reports, and strategic plans into concise, decision-ready executive summaries using the Pyramid Principle, BLUF, and SCR frameworks.

Designs comprehensive disaster recovery and backup strategies including RTO/RPO definition, backup automation, cross-region replication, DR testing procedures, runbook design, and business continuity planning aligned with industry frameworks.

Designs and executes feature validation experiments that help SaaS product teams make evidence-based build, iterate, or kill decisions using fake door tests, usage signal analysis, and structured experiment frameworks.

Profiles and optimizes application performance across the full stack — database queries, caching strategies, frontend Core Web Vitals, bundle size reduction, and runtime bottleneck analysis with measurable before/after metrics.

Build rigorous Discounted Cash Flow models with expert-guided projection, WACC calculation, terminal value estimation, and sensitivity analysis.

Expert in mergers and acquisitions analysis — due diligence frameworks, valuation methods (DCF, comparables, precedent transactions), synergy analysis, deal structuring, and integration planning for corporate development.