JosiahSiegel
@JosiahSiegel
Public Skills
ffmpeg-cloudflare-containers
by JosiahSiegel
Complete Cloudflare Container FFmpeg system. PROACTIVELY activate for: (1) Cloudflare Containers setup, (2) Native FFmpeg at edge, (3) GPU-accelerated containers, (4) Durable Objects integration, (5) R2 storage for video files, (6) Container autoscaling, (7) Streaming large files, (8) Workers + Containers architecture, (9) Live streaming relay at edge, (10) Container vs Workers comparison. Provides: Dockerfile examples, Worker code, container configuration, GPU setup, R2 integration, production patterns. Ensures: Native FFmpeg performance at Cloudflare edge with full GPU support.
fal-text-to-video
by JosiahSiegel
Complete fal.ai text-to-video system. PROACTIVELY activate for: (1) Kling 2.0/2.5/2.6 Pro video generation, (2) Sora 2 for creative videos, (3) LTX Video with audio, (4) Runway Gen-3 Turbo for fast iteration, (5) Luma Dream Machine, (6) Video duration and aspect ratio, (7) Motion prompt engineering, (8) Camera movement keywords. Provides: Model endpoints, quality tiers, prompt structure, duration options. Ensures cinematic video generation with proper motion description.
fal-image-to-image
by JosiahSiegel
Complete fal.ai image-to-image system. PROACTIVELY activate for: (1) FLUX image-to-image transformation, (2) ControlNet (canny, depth, pose), (3) Inpainting with masks, (4) Upscaling (ESRGAN, Clarity), (5) Background removal (BiRefNet, RemBG), (6) Face restoration (GFPGAN, CodeFormer), (7) IP-Adapter style transfer, (8) Strength parameter tuning. Provides: Transformation endpoints, mask formats, ControlNet types, upscaling options. Ensures proper image editing and enhancement workflows.
fabric-onelake-2025
by JosiahSiegel
Microsoft Fabric Lakehouse, OneLake, and Fabric Warehouse connectors for Azure Data Factory (2025)
docker-platform-guide
by JosiahSiegel
Platform-specific Docker considerations for Windows, Linux, and macOS
azure-emulators-2025
by JosiahSiegel
Azure service emulators for local development including Azurite, Cosmos DB, and Event Hub Docker containers
azure-openai-2025
by JosiahSiegel
Azure OpenAI Service 2025 models including GPT-5, GPT-4.1, reasoning models, and Azure AI Foundry integration
fal-api-reference
by JosiahSiegel
Complete fal.ai API reference system. PROACTIVELY activate for: (1) @fal-ai/client JavaScript setup, (2) fal_client Python setup, (3) fal.subscribe/run/stream methods, (4) Queue management (submit/status/result), (5) Webhook configuration, (6) File upload to fal.media, (7) REST API endpoints, (8) Real-time WebSocket connections, (9) Error handling patterns. Provides: Client configuration, method signatures, queue workflow, webhook payloads, common parameters. Ensures correct API usage with proper authentication and error handling.
databricks-2025
by JosiahSiegel
Databricks Job activity and 2025 Azure Data Factory connectors
debugging-troubleshooting-2025
by JosiahSiegel
Comprehensive bash script debugging and troubleshooting techniques for 2025
bash-53-features
by JosiahSiegel
Bash 5.3 new features and modern patterns (2025)
fal-text-to-image
by JosiahSiegel
Complete fal.ai text-to-image system. PROACTIVELY activate for: (1) FLUX.1/2 Pro/Dev/Schnell generation, (2) SDXL and Fast SDXL, (3) Image size presets (square_hd, landscape_16_9), (4) Guidance scale and inference steps, (5) LoRA model application, (6) Seed for reproducibility, (7) Batch generation (num_images), (8) Ideogram for text in images, (9) Recraft for design assets. Provides: Model endpoints, parameter reference, prompt engineering, quality vs speed trade-offs. Ensures optimal text-to-image generation.
ffmpeg-cicd-runners
by JosiahSiegel
Complete CI/CD video processing system. PROACTIVELY activate for: (1) GitHub Actions FFmpeg setup, (2) GitLab CI video pipelines, (3) Jenkins declarative pipelines, (4) FFmpeg caching strategies, (5) Windows runner workarounds, (6) GPU-enabled self-hosted runners, (7) Matrix builds for multi-format, (8) Artifact upload/download, (9) Video validation workflows, (10) BtbN/FFmpeg-Builds integration. Provides: YAML workflow examples, Docker container patterns, caching configuration, platform-specific solutions, debugging guides. Ensures: Fast, reliable video processing in CI/CD pipelines.
aks-automatic-2025
by JosiahSiegel
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead
docker-watch-mode-2025
by JosiahSiegel
Docker Compose Watch mode for automatic hot reload during local development with sync, rebuild, and restart actions
modern-automation-patterns
by JosiahSiegel
Modern DevOps and CI/CD automation patterns with containers and cloud (2025)
fal-image-to-video
by JosiahSiegel
Complete fal.ai image-to-video system. PROACTIVELY activate for: (1) Kling 2.5/2.6 Pro image animation, (2) MiniMax Hailuo with prompt optimizer, (3) LTX image-to-video, (4) Runway Gen-3 Turbo, (5) Luma Dream Machine with loop, (6) Stable Video Diffusion, (7) Motion description prompts, (8) Portrait/product animation workflows. Provides: Model endpoints, motion keywords, animation techniques, workflow examples. Ensures natural image animation with proper motion description.
shellcheck-cicd-2025
by JosiahSiegel
ShellCheck validation as non-negotiable 2025 workflow practice
defender-for-devops
by JosiahSiegel
Microsoft Defender for DevOps integration with Azure Pipelines (2025)
docker-security-guide
by JosiahSiegel
Comprehensive Docker security guidelines and threat mitigation strategies
sprint-254-features
by JosiahSiegel
Azure DevOps Sprint 254-262 new features and enhancements (2025)
docker-git-bash-guide
by JosiahSiegel
Comprehensive Windows Git Bash and MINGW path conversion guide for Docker volume mounts and commands
microsoft-guide
by JosiahSiegel
Complete Microsoft .NET Microservices Architecture guide (v7.0) - 350 pages of comprehensive reference material
bash-master
by JosiahSiegel
"Expert bash/shell scripting system across ALL platforms. PROACTIVELY activate for: (1) ANY bash/shell script task, (2) System automation, (3) DevOps/CI/CD scripts, (4) Build/deployment automation, (5) Script review/debugging, (6) Converting commands to scripts. Provides: Google Shell Style Guide compliance, ShellCheck validation, cross-platform compatibility (Linux/macOS/Windows/containers), POSIX compliance, security hardening, error handling, performance optimization, testing with BATS, and production-ready patterns. Ensures professional-grade, secure, portable scripts every time."