Deep Learning

Create cutting-edge WordPress plugin admin interfaces using 2026 design trends for AI-powered SEO tools. Use this skill when building WordPress admin dashboards, settings pages, or React-based plugin UIs. Implements fluid organic layouts, glassmorphism effects, Transformative Teal color theory, micro-delight interactions, and spatial depth. Optimized for AI-first experiences with humanized design elements that avoid generic AI aesthetics. Generates production-ready WordPress admin code following 2026 frontend best practices.

Refactor IC10 code for clarity and structure. Use when user wants to reorganize code, apply design patterns, improve naming, or make code more maintainable without changing functionality.

This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

Comprehensive Java development best practices covering SOLID principles, DRY, Clean Code, Java-specific patterns (Optional, immutability, streams, lambdas), exception handling, collections, concurrency, testing with JUnit 5 and Mockito, code organization, performance optimization, and common anti-patterns. Essential reference for uncle-duke-java agent during code reviews and architecture guidance.

Sales coaching CRM with call analysis, coaching effectiveness tracking, and ICP intelligence. Uses 3 Whys methodology (Why Buy Anything, Why Buy Us, Why Buy Now) to score calls and track evidence from Organization, Champion, and Sponsor perspectives. Tracks coaching given, application attempts, and ROI. Builds ICP hypotheses from deal data. Use when: analyzing transcripts, scoring calls, managing client/account/deal hierarchy, tracking coaching effectiveness, generating ROI reports, analyzing ICP fit, or publishing documents. Commands: /analyze, /score, /publish, /sync, /status, /track-coaching, /roi, /icp-analyze.

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

Comprehensive Next.js v16 development with Cache Components, feature-based architecture, and best practices. Use for ANY Next.js 16 task to know - (1) Project structure with features folder pattern, (2) Where to fetch data with use cache, (3) Server vs Client component decisions, (4) One file per query/type/schema/hook pattern, (5) Cache invalidation with updateTag/revalidateTag, (6) Proper component organization within features. Apply to all Next.js 16 development tasks.

Manage and monitor UniFi sites across your account. View site details, organization structure, and multi-site overview for centralized infrastructure management.

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

Comprehensive testing strategies for Kailash applications including the 3-tier testing approach with NO MOCKING policy for Tiers 2-3. Use when asking about 'testing', 'test strategy', '3-tier testing', 'unit tests', 'integration tests', 'end-to-end tests', 'testing workflows', 'testing DataFlow', 'testing Nexus', 'NO MOCKING', 'real infrastructure', 'test organization', or 'testing best practices'.

Ability to plan, coordinate, and control projects to achieve defined objectives within agreed scope, time, cost, quality, and risk constraints. Includes defining project plans, managing resources and stakeholders, tracking progress, addressing issues and risks, and adapting delivery in response to change. Applies across technical, organisational, infrastructure, and service contexts and is independent of specific methodologies or tools, with human accountability retained for decisions, governance, and outcomes.

Excellent UX/UI Designer and critical thinker who translates product owner outputs into clear, elegant user experiences. Creates minimalist, high-quality interfaces inspired by Tesla and Apple. Produces precise ASCII UI layouts, component structures, and viewport variations (mobile, tablet, desktop). Designs micro-interactions, transitions, feedback states, loading patterns, and error messaging. Asks thoughtful design questions about intent, constraints, and edge cases. Welcomes feedback and iterates quickly. Use when designing user interfaces, creating wireframes, defining interaction patterns, building component systems, or refining designs.

Production-ready authentication framework for TypeScript with first-class Cloudflare D1 support. Use this skill when building auth systems as a self-hosted alternative to Clerk or Auth.js, particularly for Cloudflare Workers projects. Supports social providers (Google, GitHub, Microsoft, Apple), email/password, magic links, 2FA, passkeys, organizations, and RBAC. Prevents 10+ common authentication errors including session serialization issues, CORS misconfigurations, D1 adapter setup, social provider OAuth flows, and JWT token handling.Keywords: better-auth, authentication, cloudflare d1 auth, self-hosted auth, typescript auth, clerk alternative, auth.js alternative, social login, oauth providers, session management, jwt tokens, 2fa, two-factor, passkeys, webauthn, multi-tenant auth, organizations, teams, rbac, role-based access, google auth, github auth, microsoft auth, apple auth, magic links, email password, better-auth setup, session serialization error, cors auth, d1 adapter

Complete guide for creating, publishing, and consuming events in the DeLoNET home network's 33GOD agentic developer pipeline. Built on RabbitMQ with strict type safety via Pydantic, async Python (aio-pika), FastAPI, and Redis-backed correlation tracking. Features modular event architecture with domain-based organization and auto-discovery registry. This skill is REQUIRED for any work involving the home network event bus.

Define comprehensive testing strategies, write tests with proper naming conventions, organize tests by type, and implement mocking strategies. Use when creating tests, refactoring test suites, or improving test coverage.

Embedding backends (InsightFace/PyTorch+ONNXRuntime vs TensorRT). Use when optimizing embedding throughput or debugging drift/fallbacks.

Enhanced testing infrastructure with TestContext and Page Objects for Playwright. Covers E2E testing patterns, accessibility testing, API testing, and best practices for maintainable test organization.

Transform brain dumps into polished blog posts in Nick Nisi's voice. Use when the user wants to write a blog post with scattered ideas, talking points, and conclusions that need organization into a cohesive narrative with Nick's conversational, authentic, and thoughtful tone.

This skill should be used when evaluating the quality of book chapters, lessons, or educational content. It provides a systematic 6-category rubric with weighted scoring (Technical Accuracy 30%, Pedagogical Effectiveness 25%, Writing Quality 20%, Structure & Organization 15%, AI-First Teaching 10%, Constitution Compliance Pass/Fail) and multi-tier assessment (Excellent/Good/Needs Work/Insufficient). Use this during iterative drafting, after content completion, on-demand review requests, or before validation phases.

Add context to LOCAL BTR tree (NOT ByteRover/brv). Use `btr` CLI or `mcp__btr__*` MCP tools. Add or update context in the BTR tree with AI-powered metadata extraction. Use when the user wants to "add to context tree", "store this in BTR", "curate to BTR", or needs to organize knowledge with intelligent tagging.