Open-sourced $2M AI video production pipeline: 7 skills revealed
EXM7777 · x · 2026-08-17
The author open-sourced the workflow behind $2M AI video productions, consisting of 7 skills built for Seedance 2.5, working in Claude Code, Codex, Hermes, or any harness, with best results at 1080p using Higgsfield CLI.
Skills in order:
- /setup: configures image and video models once, so every skill reads the same stack
- /studio-init: scaffolds the whole studio as a file tree from the project name
- /film-breakdown: walks script scene by scene, writes a 22-field card for every shot
- /reference-board: locks references into a visual bible with captions and ban list
- /asset-passport: writes exhaustive descriptors for later prompts
- /stress-test: combat-tests assets, locks only at 10/10 repeatability
- /shot-prompt: generates final shot prompts
The full system is revealed step-by-step in Higgsfield.
Related event: $2M AI Video Production Pipeline with 7 Open-Sourced Skills Goes Public(6 posts)→
More from coding & agent
- Since OpenAI's math release, GitHub contributors keep driving down the integer-multiplication kappa — xennygrimmato_ · 2026-10-16
- Zero-keyframe procedural spider walks walls and ceilings using pure raycasts — yshan2u · 2026-10-16
- OpenCode v1.19.2 keeps 1.x installs off the 2.x update path — opencode-agent[bot] · 2026-10-16
- NVIDIA App update enables AI agent control with permissive rights by default — ssh4net · 2026-10-16
- NVIDIA App update turns on AI agent control by default — here's how to switch it off — ssh4net · 2026-10-16
- Burkov: Fragmented Enterprise Knowledge Breaks RAG — A Replication Agent Approach — burkov · 2026-10-16