Claude skill that treats AI video prompts like feature-film production

What it does

This is a Claude skill library — essentially a massive, structured prompt-engineering manual — that turns vague natural language into production-ready instructions for Higgsfield AI and its supported models. It encodes camera grammar, character consistency rules, genre templates, and even an acting methodology into a format Claude can apply during conversation. The repo is the knowledge base; it does not generate pixels, but it will tell Claude exactly how to ask for them.

The interesting bit

The depth is almost comical. The README documents a full feature-film pipeline, a 150–220-word acting master profile system, and a DISCIPLINE framework with 3-3-3 tier symmetry governing prompt construction. It treats prompt engineering less like typing magic words and more like pre-production on a film set — complete with failure-mode diagnostics, iteration rules, and a slop catalog of visual tells that give away a shot as AI-generated.

Key highlights

• 32 sub-skills covering models from Seedance 2.5 and Kling 3.0 to Veo 3.1 and Sora 2, each with model-specific syntax and reference rules.
• The MCSLA formula (Model · Camera · Subject · Look · Action) and a shared negative-constraints reference to keep outputs clean.
• Production-grade frameworks: Soul ID character consistency, AI-VFX asset routing, Cinema Studio 3.5’s four-axis camera panel, and a 0–5 performance scale for AI acting.
• Annotated template libraries for 10 genres plus 18 technique and character-design files.
• Explicitly separated from execution: this skill builds the prompt; Higgsfield’s CLI or MCP handles the actual generation call.

Caveats

• It is designed to be consumed as context inside Claude Code, Cowork, or Claude.ai Projects, not run as a standalone application.
• The documentation is exhaustive — navigating 32 sub-skills for a quick clip can feel like pre-producing a feature.

Verdict

Grab this if you are using Higgsfield AI for serious video work and want Claude to stop hallucinating camera moves. Skip it if you are looking for a generic prompt cookbook or a self-contained video generator.