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sql-server-2025

JosiahSiegel

SQL Server 2025 and SqlPackage 170.2.70 (October 2025) - Vector databases, AI integration, and latest features

GitHub

viral-video-animated-captions

JosiahSiegel

CapCut-style animated word-level captions for viral video with FFmpeg. PROACTIVELY activate for: (1) Word-by-word caption highlighting, (2) Animated subtitle effects, (3) CapCut-style captions, (4) Karaoke-styl...

GitHub

docker-watch-mode-2025

JosiahSiegel

Docker Compose Watch mode for automatic hot reload during local development with sync, rebuild, and restart actions

GitHub

react-forms

JosiahSiegel

Complete React forms system. PROACTIVELY activate for: (1) Controlled form patterns, (2) React Hook Form setup and validation, (3) Zod schema validation, (4) Dynamic fields with useFieldArray, (5) Server Action...

GitHub

ffmpeg-webassembly-workers

JosiahSiegel

Complete browser-based FFmpeg system. PROACTIVELY activate for: (1) ffmpeg.wasm setup and loading, (2) Browser video transcoding, (3) React/Vue/Next.js integration, (4) SharedArrayBuffer and COOP/COEP headers,...

GitHub

nextjs-app-router

JosiahSiegel

Complete Next.js App Router fundamentals system (Next.js 15.5/16). PROACTIVELY activate for: (1) App directory structure and conventions, (2) Layouts and templates, (3) Loading and error boundaries, (4) Route g...

GitHub

powershell-security

JosiahSiegel

Modern PowerShell security practices including SecretManagement, JEA, WDAC, and credential protection

GitHub

ffmpeg-video-analysis

JosiahSiegel

Complete FFmpeg video analysis and quality control filters for automation and broadcast workflows. PROACTIVELY activate for: (1) Detecting black frames (blackdetect, blackframe), (2) Finding blurry/frozen frame...

GitHub

ffmpeg-karaoke-animated-text

JosiahSiegel

Complete karaoke subtitle system and advanced animated text effects. PROACTIVELY activate for: (1) Karaoke-style highlighted lyrics, (2) ASS/SSA advanced subtitle styling, (3) Scrolling credits (horizontal/vert...

GitHub

python-testing

JosiahSiegel

Complete Python testing system. PROACTIVELY activate for: (1) pytest fundamentals, (2) Fixtures and scopes, (3) Parameterized tests, (4) Mocking with pytest-mock, (5) Async testing with pytest-asyncio, (6) Cove...

GitHub

viral-video-platform-specs

JosiahSiegel

Complete platform upload specifications for viral video creation across TikTok, YouTube Shorts, Instagram Reels, Facebook Reels, Snapchat Spotlight, and Twitter/X. PROACTIVELY activate for: (1) Platform-specifi...

GitHub

ffmpeg-color-grading-chromakey

JosiahSiegel

Complete color manipulation and green screen effects system. PROACTIVELY activate for: (1) Green screen/chromakey removal, (2) Color grading with LUTs, (3) Color correction (levels, curves, white balance), (4)...

GitHub

viral-video-long-form

JosiahSiegel

Complete YouTube long-form video optimization for maximum watch time, SEO, and viral potential. PROACTIVELY activate for: (1) YouTube video strategy, (2) Long-form content planning, (3) Watch time optimization,...

GitHub

deployment-stacks-2025

JosiahSiegel

Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management

GitHub

nextjs-modal-integration

JosiahSiegel

Modal.com integration patterns for Next.js applications. PROACTIVELY activate for: (1) Next.js + Modal backend setup, (2) AI inference from Next.js (LLMs, image generation), (3) Video/audio processing backends,...

GitHub

compose-patterns-2025

JosiahSiegel

Docker Compose production patterns 2025 including multi-environment strategies, health checks, and modern compose features

GitHub

ffmpeg-audio-processing

JosiahSiegel

Complete audio encoding and normalization system. PROACTIVELY activate for: (1) Audio codec selection (AAC, MP3, Opus, FLAC), (2) Loudness normalization (EBU R128, loudnorm), (3) Audio extraction from video, (4...

GitHub

git-security-2025

JosiahSiegel

Git security best practices for 2025 including signed commits, zero-trust workflows, secret scanning, and verification

GitHub

fal-serverless-guide

JosiahSiegel

Complete fal.ai serverless deployment system. PROACTIVELY activate for: (1) Creating fal.App class, (2) GPU machine selection (T4/A10G/A100/H100), (3) setup() for model loading, (4) @fal.endpoint decorators, (5...

GitHub

ffmpeg-deinterlacing-telecine

JosiahSiegel

Complete FFmpeg deinterlacing, field processing, and telecine removal for broadcast and professional video. PROACTIVELY activate for: (1) Deinterlacing interlaced video (yadif, bwdif, w3fdif), (2) Hardware-acce...

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