Catalog
All AI skills
281 skills. Every one is readable here; downloads and live use need a subscription.
design-ux
UX / usability audit — heuristic evaluation of INTERACTIVE UIs (not just visual polish). Load with design when a UI "feels off", "sucks to use", is hard to learn, needs an instruction wall, or before shipping an interactive tool/editor/app.
deterministic-design
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen usability audit by a separate fresh-eyes judge. The measurement layer taste-only design skills lack.
domain-driven-design
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
duotone-design
Web and App implementation guide for Duotone Design. Trigger when user wants two-color schemes, striking imagery, and Spotify-like playlist aesthetics.
editorial-design
Web and App implementation guide for Editorial Design. Trigger when user wants a magazine-inspired layout, large headlines, and elegant typography pairing.
emil-design-eng
Use when designing or reviewing polished product UI with Emil Kowalski-inspired animation, interaction, and component craft guidance.
flat-design
Web and App implementation guide for the Flat Design style. Trigger when the user wants no shadows, simple shapes, and bold colors.
flat-design-2
Web and App implementation guide for Flat Design 2.0 (Semi-Flat). Trigger when the user wants flat design with subtle shadows and improved usability.
frontend-design
Design and implement a distinctive frontend within the product’s existing brand, accessibility, performance and framework constraints.
game-design
Game design principles. GDD structure, balancing, player psychology, progression.
gradient-design
Web and App implementation guide for Gradient Design. Trigger when user wants heavy gradient usage, vibrant transitions, and modern energetic feels.
high-end-visual-design
Use when designing expensive agency-grade interfaces with premium fonts, spatial rhythm, soft depth, and fluid microinteractions.
isometric-design
Web and App implementation guide for Isometric Design. Trigger when user wants angled 3D appearances without vanishing points, often used for technical illustrations.
kpi-dashboard-design
Comprehensive patterns for designing effective Key Performance Indicator (KPI) dashboards that drive business decisions.
layered-design
Web and App implementation guide for Layered Design. Trigger when user wants multiple depth levels, floating panels, and overlapping content.
material-design
Web and App implementation guide for Material Design. Trigger when user wants Google's aesthetic, elevation, motion, and consistent components.
privacy-by-design
Use when building apps that collect user data. Ensures privacy protections are built in from the start—data minimization, consent, encryption.
retro-design
Web and App implementation guide for Retro Design (60s-80s). Trigger when user wants vintage aesthetics, warm muted colors, and nostalgic layouts.
spatial-design
Web and App implementation guide for Spatial Design. Trigger when user wants environment-aware layouts, Apple Vision Pro inspiration, and mixed reality aesthetics.
stitch-ui-design
Expert guidance for crafting effective prompts in Google Stitch, the AI-powered UI design tool by Google Labs. This skill helps create precise, actionable prompts that generate high-quality UI designs for web and mobile applications.
styleseed-design-review
Reviews UI/frontend code and tells you exactly why it "looks AI-generated" — then how to fix it.
tile-design
Web and App implementation guide for Tile Design. Trigger when user wants Microsoft Metro style, sharp square information units, and horizontal scrolling grids.
web-design-guidelines
Review files for compliance with Web Interface Guidelines.
widget-based-design
Web and App implementation guide for Widget-Based Design. Trigger when user wants modular blocks, iOS Home Screen aesthetics, and customizable mini-apps.
y2k-design
Web and App implementation guide for Y2K Design. Trigger when user wants chrome effects, futuristic 2000s look, blob shapes, and tech optimism.
agent-orchestration-multi-agent-optimize
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
ai-agent-development
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
ai-agents-architect
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration.
ai-engineer
Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI integrations.
ai-seo
Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems. Use when improving AI visibility, answer engine optimization, or citation readiness.
api-integration
Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services.
async-python-patterns
Comprehensive guidance for implementing asynchronous Python applications using asyncio, concurrent programming patterns, and async/await for building high-performance, non-blocking systems.
autonomous-agents
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it's making them reliable. Every extra decision multiplies failure probability.
azure-communication-callautomation-java
Build server-side call automation workflows including IVR systems, call routing, recording, and AI-powered interactions.
azure-storage-file-datalake-py
Azure Data Lake Storage Gen2 SDK for Python. Use for hierarchical file systems, big data analytics, and file/directory operations.
backtesting-frameworks
Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.
bash-linux
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
bevy-ecs-expert
Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
billing-automation
Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation.
blockchain-developer
Build production-ready Web3 applications, smart contracts, and decentralized systems. Implements DeFi protocols, NFT platforms, DAOs, and enterprise blockchain integrations.
broken-authentication
Identify and exploit authentication and session management vulnerabilities in web applications. Broken authentication consistently ranks in the OWASP Top 10 and can lead to account takeover, identity theft, and unauthorized access to sensitive systems.
clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Source of Truth) files.
context-degradation
Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.
context-manager
Elite AI context engineering specialist mastering dynamic context management, vector databases, knowledge graphs, and intelligent memory systems.
conversation-memory
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory
cqrs-implementation
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
defi-protocol-templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.