JosiahSiegel

adr-backfill lets you record decisions that shipped long ago but were never written up as ADRs—typically surfaced by doc audits or code archaeology. It enforces stricter honesty…

adr-critique systematically reviews existing or inherited ADRs to identify violations of shared rules, gaps in business-to-architecture reasoning, and conflicts with neighboring…

ADR Discovery walks you through pre-flight context gathering before drafting an architecture decision record. It scans your repo for signals, confirms your domain and components…

Guides you through seven-phase ADR drafting via focused dialogue, asking one question per turn and pressure-testing your reasoning before self-critique. Enforces specificity on…

AKS Automatic 2025 is a fully-managed Kubernetes offering that handles cluster operations, security patching, and node provisioning automatically. It includes Karpenter-based…

Complete reference for provisioning and configuring Azure Machine Learning workspaces and AI Foundry projects, covering workspace hierarchy, managed networking with private…

Azure OpenAI 2025 equips you with the latest models—GPT-5, GPT-4.1, o3, and o4-mini—plus Sora video generation and image tools. Get deployment commands, Python and .NET SDK…

c4-model produces LikeC4 specifications that enforce Simon Brown's canonical C4 model, generating context and container views alongside architecture decisions. It scaffolds the…

This skill guides you through authenticating and authorizing incoming requests on backend services using Clerk's SDKs and middleware. It covers request flow, token verification,…

This skill guides frontend integration of Clerk authentication across React, Vue, Nuxt, Astro, Expo, and plain JavaScript. Learn SDK selection for your framework, provider setup…

Cloudflare Knowledge equips you with patterns and templates for building on the Cloudflare edge platform—Workers, Pages, R2, D1, KV, Durable Objects, and Workers AI. Reference…

Container Apps GPU 2025 equips you to run AI and machine learning workloads on serverless GPU infrastructure with automatic scaling and pay-per-use billing. It covers serverless…

This skill covers Azure Deployment Stacks, the GA successor to Azure Blueprints, enabling you to manage collections of Azure resources as atomic units with unified lifecycle…

fal-image-to-image provides unified access to fal.ai's image transformation suite, including FLUX and SDXL models for style transfer, ControlNet-guided generation with…

fal-image-to-video brings multiple image animation engines into one skill, supporting Kling 2.5/2.6 Pro, MiniMax Hailuo, LTX, Runway Gen-3 Turbo, Luma Dream Machine, and Stable…

fal-model-guide helps you navigate fal.ai's model catalog by comparing FLUX, Stable Diffusion, Kling, LTX, and audio models across performance tiers. It provides side-by-side…

fal-optimization guides you through reducing fal.ai API expenses and generation speed via queue-based execution, concurrent request batching, and strategic model choices. It…

fal-text-to-image provides access to multiple text-to-image generation models including FLUX variants, SDXL, and specialized options like Recraft for design assets. Configure…

Access fal.ai's complete text-to-video generation system with support for multiple models including Kling 2.6 Pro, Sora 2, LTX-2 Pro, Runway Gen-3 Turbo, and Luma Dream Machine.…

This skill unlocks fal.ai's video transformation suite, letting you apply artistic styles, upscale resolution, interpolate frames for smooth motion, and edit or replace objects…

This skill covers FFmpeg's position-sensitive command structure, explaining where global, input, and output options must appear and how their meaning shifts based on placement. It…

Run FFmpeg directly in browsers using WebAssembly—no server required. This skill covers single and multi-threaded setup, COOP/COEP header configuration for SharedArrayBuffer,…

This skill guides you through deploying machine learning workloads on managed cloud platforms, Kubernetes clusters, and serverless systems. It covers platform selection across…

ML MLOps guides you through building auditable, repeatable machine learning workflows. It covers experiment tracking, model versioning and governance, pipeline orchestration…

python-fastapi guides you through architecting enterprise-grade FastAPI applications with proven patterns for project layout, schema validation, dependency injection, and…

Learn to build robust test suites using pytest with fixtures at multiple scopes, parameterized test cases, and mocking strategies. This skill covers async testing patterns,…

React State Management guides you through selecting and implementing the ideal state solution for your architecture. It covers built-in hooks, Context optimization, and…

Master advanced Tailwind component architecture using class-variance-authority for variant management, compound patterns for complex states, and utility helpers like cn for safe…

This skill provides templates and patterns for constructing production-grade design systems with Tailwind CSS v4's @theme directive. It covers semantic token naming, color scales,…

Learn advanced layout techniques with Tailwind CSS, covering CSS Grid fundamentals like grid-template-areas and auto-fit, Flexbox space distribution, container queries for…

Resolve Tailwind CSS styling problems with structured troubleshooting for classes that won't apply, dynamic class generation failures, and version migration conflicts. Get…

Get framework-specific Tailwind CSS setup instructions covering React with Vite, Next.js App Router, Vue 3, Nuxt, SvelteKit, and Astro. Includes configuration files, dark mode…

Master Tailwind CSS v4's CSS-first configuration model, Rust-powered engine, and modern setup across Vite and PostCSS. This skill covers installation methods, @theme-based…

Accelerate Tailwind CSS v4 builds using the Rust-powered Oxide engine and master content detection to eliminate unused styles. Learn safelist strategies for dynamic classes,…

Learn to build dark mode interfaces using Tailwind's class-based and media-query strategies, plus responsive design patterns across mobile, tablet, and desktop. Covers system…