Database

Write in the voice of Tony Zhou — creator of "Every Frame a Painting," the influential YouTube video

Write criticism in the close-reading mode — sentence-by-sentence, shot-by-

Write criticism that situates the work in its political, historical, and

Write criticism that gives praise as a serious activity. The critic's job

Write criticism that uses the first person as a serious instrument. The

Write criticism that is also reporting — interview the artist, attend the

Write the negative review as a serious craft. The polemic is unsparing,

Adversarial implementation review methodology that validates code completeness against requirements with fresh objectivity. Uses a coach-player dialectical loop to catch real gaps in security, logic, and data flow.

Design, document, and test APIs following RESTful principles, consistent

Design software systems with sound architecture — choosing patterns, defining boundaries,

Perform deep, actionable code reviews covering bugs, security vulnerabilities,

Optimize database performance through indexing strategies, query optimization,

Design database schemas, optimize queries, plan migrations, and develop indexing

Methodical debugging — reproduce, isolate, root-cause, and fix bugs using systematic

Design and implement CI/CD pipelines, Docker configurations, infrastructure-as-code,

Write clear, comprehensive technical documentation — API references, READMEs, architecture

Convert mistakes into executable rules using a structured error-to-rule system.

Comprehensive NestJS best practices covering architecture, dependency injection,

Profile, identify bottlenecks, and optimize application performance across the full

Systematically refactor code using safe transformation patterns — improving structure,

Perform comprehensive security audits covering OWASP top 10 vulnerabilities, dependency

Generate secure, optimized SQL queries with proper parameterization, input

Auto-generate comprehensive test suites — unit tests, integration tests, and end-to-end

Apply version control best practices for branching strategies, commit hygiene,

Use this skill when integrating AI and machine learning features into consumer mobile apps or

Use this skill when planning and executing a mobile app or game launch, from pre-launch preparation

Use this skill when optimizing app listings for App Store or Google Play visibility and conversion.

Use this skill when designing virtual economies, progression systems, reward loops, or monetization

Use this skill when planning live operations for mobile games after launch, designing content

Use this skill when designing analytics systems for mobile apps, selecting analytics tools,

Use this skill when advising on mobile app architecture, native vs cross-platform decisions,

Use this skill when designing monetization strategies for mobile apps or games, including in-app

Use this skill when planning and executing mobile user acquisition campaigns, including paid UA

Use this skill when preparing apps for App Store or Google Play review, handling rejections,

Use this skill when working with Airtable as a business database, designing relational

Use this skill when connecting APIs without deep coding knowledge, working with webhooks,

Design and implement no-code automation workflows to save time and scale operations. Covers opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, maintenance, and ROI calculation.

Use this skill when building chatbots or AI assistants without code, designing conversation

Use this skill when building email workflow automations, designing drip sequences,

Optimize email workflows with inbox zero methodology, triage systems, template

Design and plan smart home automation systems with a focus on reliability,

Use this skill when building internal tools with platforms like Retool, Appsmith, or

Use this skill when building applications without writing code, evaluating no-code platforms

Use this skill when mapping business processes before automating them, learning BPMN basics,

Use this skill for advanced spreadsheet techniques in Google Sheets or Excel, spreadsheet

Use this skill when designing automated workflows, building trigger-action patterns,

Use this skill when building integrations with Zapier or Make (formerly Integromat),

Use this skill when building or improving application security programs. Activate

Use this skill when securing cloud infrastructure across AWS, Azure, or GCP.

Use this skill when navigating security compliance frameworks, preparing for audits,

Use this skill when designing or evaluating identity and access management strategies.

Use this skill when preparing for, detecting, responding to, or recovering from

Design and implement privacy-preserving systems and practices that protect user

Use this skill when building, improving, or evaluating security awareness programs.

Use this skill when building, managing, or improving security operations capabilities.

Use this skill when identifying, analyzing, and prioritizing threats to systems,

Use this skill when establishing or improving vulnerability management programs.

Use this skill when designing or evaluating zero trust architectures, implementing