Video Production SOP Knowledge Base
DFY video pipeline methodology — 23 topics. Agent API at /api/topics
AI Video Pipeline — Chad Michael Framework
End-to-end AI video ad production framework: script-first methodology, 5 appeal angles, Creatify vs Kling routing, multi-location scaling, and quality checklist.
AssemblyAI Transcription & Audio Intelligence
AssemblyAI API reference for audio transcription, sentiment analysis, entity detection, speaker diarization, and LeMUR LLM-powered audio analysis. Node.js SDK patterns and polling workflow.
Creatify Auth & Credit System
Creatify API authentication (X-API-ID + X-API-KEY headers), credit cost matrix (5 credits per 30s for video), pre-batch credit check workflow, and plan limits ($99/mo = ~13 videos).
Creatify Custom Avatar API (BYOA + DYOA)
Two methods to create custom Creatify avatars: BYOA (upload consent + training videos of real person) and DYOA (text-described AI-generated avatar).
Creatify Production Pipeline
5-phase Creatify production workflow for local service businesses: client setup, image hosting, script generation, video rendering, and branding delivery.
Creatify Video Pipeline
Complete Creatify API pipeline: 15 script templates, 8 visual styles, credit system, batch generation, and authentication for DFY video production.
DFY Video Pipeline — Master Overview
Master overview of the Done-For-You video pipeline: full stack summary, agency pricing tiers (single to $5k/mo), and 10 critical production rules.
FFmpeg Agent — Video Processing CLI
Agent-native FFmpeg CLI wrapper with JSON output for video info, trim, concat, extract-audio, thumbnail, compress, subtitles, resize, normalize, and speed control.
IG Reel Extract — Download & Analyze Social Reels
Extract Instagram Reels (and other social videos): downloads video, captures key frames, pulls transcript for competitor research and script analysis. Requires Oxylabs proxy — no home IP scraping.
Long-Form Video SEO — 2026 Ranking Strategy
2026 YouTube and Google ranking strategy: watch time hierarchy, VideoObject schema, AI citation optimization, content repurposing, and anti-patterns to avoid.
Magnific Video & Audio API
Magnific API async patterns for image-to-video (Kling 2.6, Runway Gen4), text-to-video (WAN, LTX), music generation, sound effects, audio isolation, and lip sync.
Merlino Voice — Fish Audio TTS
Generate TTS voiceovers using Mike Merlino's cloned Fish Audio voice. Covers auth, API call pattern, defaults (speed 0.9, bitrate 192kbps), and temp-file shell trick for special characters.
Remotion — React-Based Video Compositions
Remotion skill for building programmatic video compositions in React. Covers composition setup, interpolation, Sequence, audio sync, captions (TikTok-style), transitions, and AWS Lambda rendering.
Scriptwriter — Video Ad Scripts
Production-ready video ad script framework: scene structure, hook formulas, pacing guidelines, emotional arc by funnel stage, and quality checklist.
Social Transcript Extractor — SupaData API
Extract video transcripts from YouTube, Instagram, TikTok, Twitter/X, and Facebook using the SupaData API. Use for competitor ad research, voice profiling, and content repurposing.
Video Factory — Unified Video Pipeline
5-mode video factory: page explainer (agent-video), video narrator (AI-auto-narrator), tool demo (demo-recorder), recall (screenpipe), and polish (screenarc).
Video Marketing Designer — Platform Strategy & Content Calendar
Platform-by-platform video strategy covering format specs, content calendar, hook principles, editing workflow, and equipment recommendations. Covers YouTube, TikTok, Instagram Reels, LinkedIn, and Facebook.
Video SEO & Distribution — Full SOP
End-to-end video SEO and distribution: YouTube upload optimization, description/chapter formula, VideoObject schema, blog-to-video (Pictory/Visla), SoundCloud audio syndication, and Podbean podcast upload.
Video SEO SOP — YouTube, Visla & SoundCloud for Local SEO
Complete SOPs for blog-to-video conversion, YouTube upload optimization, SoundCloud audio syndication, cross-platform distribution, and VideoObject schema implementation.
YouTube Hooks & Scripts — Long-Form Content
Create compelling hooks and full scripts for long-form YouTube videos. Covers the Engagement Arc (Hook → Tension → Journey → Payoff), hook formulas, pacing, and transformation-over-information philosophy.
YouTube Titles & Thumbnails — CTR Optimization
Generate high-performing YouTube titles and thumbnail text that maximize CTR. Covers title formulas, character limits, thumbnail text rules, A/B testing framework, and the transcript-to-title workflow.
YouTube Transcript Vault — Automated Daily Pipeline
Automated daily pipeline that transcribes 59 YouTube channels, stores results in D:/Ecosystem/youtube-transcripts/, mirrors to VPS3, and posts to Discord. Schedule: VPS3 cron 07:00 UTC + GitHub Actions backup at 12:00 UTC.
yt-dlp Agent — YouTube & Video CLI
Agent-native yt-dlp CLI wrapper with Oxylabs ISP proxy by default. Commands: download, audio, info, transcript, thumbnail, playlist, search, channel. JSON output for pipelines.