Search Results

PostgreSQL database specialist for query optimization, schema design, security, and performance. Incorporates Supabase best practices and Row Level Security patterns.

Answer Engine Optimization (AEO) skill — optimize content to be cited by AI language models (ChatGPT, Perplexity, Claude, Gemini, Mistral) as authoritative sources. Distinct from SEO — AEO optimizes for citation in LLM-generated responses, not search rankings. Use when planning content for AI-first search audiences, auditing existing content for E-E-A-T signals, tracking which pages get cited by which LLMs, or building a citation-friendly content strategy. Triggers — 'AEO audit', 'optimize fo...

Multi-agent collaboration plugin that spawns N parallel subagents competing on the same task via git worktree isolation. Agents work independently, results are evaluated by metric or LLM judge, and the best branch is merged. Use when: user wants multiple approaches tried in parallel — code optimization, content variation, research exploration, or any task that benefits from parallel competition. Requires: a git repo.

Optimize content to get cited by AI search engines — ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Use when you want your content to appear in AI-generated answers, not just ranked in blue links. Triggers: 'optimize for AI search', 'get cited by ChatGPT', 'AI Overviews', 'Perplexity citations', 'AI SEO', 'generative search', 'LLM visibility', 'GEO' (generative engine optimization). NOT for traditional SEO ranking (use seo-audit). NOT for content creation (use content-prod...

Optimizes content for AI answer engines and LLM-powered search. Covers structured data, featured snippet targeting, and conversational query matching.

App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checkl...

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create CloudFormation templates, optimize AWS costs, set up CI/CD pipelines, or migrate to AWS. Covers Lambda, API Gateway, DynamoDB, ECS, Aurora, and cost optimization.

Design Azure architectures for startups and enterprises. Use when asked to design Azure infrastructure, create Bicep/ARM templates, optimize Azure costs, set up Azure DevOps pipelines, or migrate to Azure. Covers AKS, App Service, Azure Functions, Cosmos DB, and cost optimization.

Backend architecture patterns: repository/service/controller layers, database query optimization, Redis caching, background jobs, middleware chains, and structured error handling.

CAPA system management for medical device QMS. Covers root cause analysis, corrective action planning, effectiveness verification, and CAPA metrics. Use for CAPA investigations, 5-Why analysis, fishbone diagrams, root cause determination, corrective action tracking, effectiveness verification, or CAPA program optimization.

Logistics carrier management patterns: rate negotiation tracking, performance scorecards, capacity allocation, lane optimization, contract management, and carrier compliance monitoring.

ClickHouse database patterns: columnar query optimization, MergeTree engine selection, materialized views, data ingestion pipelines, partition strategies, and high-performance analytical workload design.

Strategic CMO advisory on brand positioning, go-to-market strategy, marketing org design, channel mix optimization, and marketing-to-revenue attribution.

Strategic COO advisory covering operational excellence, process optimization, supply chain design, organizational scaling, and cross-functional alignment.

Docker and Docker Compose patterns: multi-service orchestration for local development, bind mounts with anonymous volume isolation, container networking, multi-stage Dockerfile optimization, container security hardening, and volume backup strategies.

Interactive installer for agent harness configurations: guided skill and rule selection, merge/overwrite detection, path verification, and optimization.

Library-agnostic Flutter/Dart code review checklist: widget best practices, state management patterns across BLoC/Riverpod/Provider/GetX, Dart idioms, performance optimization, accessibility, security, and clean architecture.

Frontend development patterns for React and Next.js: component composition, state management, performance optimization with memoization and code splitting, accessibility patterns, and UI best practices.

Supply chain demand planning patterns: demand forecasting, safety stock calculation, reorder point optimization, ABC/XYZ classification, seasonal adjustment, and inventory health scoring.

JPA/Hibernate patterns: entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and connection pooling.

Builds and maintains organizational knowledge bases. Covers taxonomy design, content governance, search optimization, and knowledge decay management.

Repository/service/controller layers and DB optimization

Rate negotiation, scorecards, lane optimization

Columnar optimization, MergeTree, materialized views

Index selection, RLS, connection pooling, Supabase patterns

Systematic prompt improvement with A/B testing