How does this skill prevent my AI images from looking generic or "AI-generated"?

It turns broad mood words into concrete choices for palette, lighting, framing, motion, and texture. That gives a team a shared direction and can reduce generic-looking outputs; each generated result still needs review.

Which AI models and video generators are compatible with this art direction framework?

The framework is model-agnostic guidance for systems that accept detailed scene prompts. You can adapt it to image and video generators, but this ZIP does not connect to or run any model.

What specific assets or tools are included in this purchase?

The SKILL.md (campaign and single-shot methods, the specificity test, ten mandatory style-bible sections, continuity rules and anti-patterns) plus the 16-chapter cinematic-language reference library it draws its vocabulary from.

Can I use this skill to maintain consistency between still images and AI-generated video?

Yes. Continuity locks, motion grammar and a shared spec sheet keep stills and clips on the same look: the same lens, lighting, grade and camera movement rules from the first frame to the last clip. That greatly reduces drift between shots, though you'll still review each output.

How does this differ from just buying a high-quality prompt pack?

Unlike standard prompts, this is a methodology that structures creative tension into distinct "routes," ensuring your outputs follow a rigorous logic for lighting, texture, and continuity rather than just changing colors.

Art Direction Style Bible

Tension

Specialty coffee sells as a slow ritual, but TikTok rewards speed. Each route resolves that conflict differently.

Route A: "First Light" (recommended)

The quiet first cup before the city wakes. Slow, intimate and tactile.

Palette: ground warm basalt #2B2622 (~60%), product kraft and copper (~25%), accent dawn amber #D9893B (~10%), type warm off-white #F4EDE3 (~5%).

Banned: pure white, cool blue, any neon.

Camera: large-format digital emulating 65mm stills. 50mm for context, 100mm macro for the bloom. Focus falls off quickly past the kettle spout. Mostly eye-level at counter height, with one top-down pour.

Lighting: single window key at 4300K from camera-right (the reading side) and a negative fill on the left, around a 4:1 ratio. Steam backlit by a small 3200K practical.

Grade: lifted blacks, amber in the highlights, muted greens, low saturation except the copper.
Motion grammar: locked-off or a 2–3% push over 5 seconds. No handheld, no whip, nothing faster than the pour.
Texture: fine grain, slight halation on highlights, real coffee-oil sheen.
Typography: contemporary sans-Arabic in the right third, set in post. Never generated.
Negatives: latte art, café crowd, disposable cups, cartoon steam, Western breakfast props.

Continuity locks: same kettle, same mug (matte black, 300ml), same wooden tray in all 3 videos. The morning light angle never changes.

Asset identity: hands only (a man's hand with a plain silver ring), so there's no casting risk.

Route B: "Third Wave Lab"

Coffee as precision craft. Graphic, fast and data-driven.

Palette: ground lab white #EDEDEA, product black, accent signal green #2FBF71. Banned: warm wood, steam haze.
Camera: 35mm, deep focus, hard top-down and profile angles. Macros of the grind dial and scale.
Lighting: hard overhead softbox at 5600K with crisp shadows.
Motion: cut on every action beat (0.6–0.8s), whip transitions and on-screen numbers (grams, seconds, °C).
Lose if chosen: warmth and emotion, and it drifts toward an equipment ad.

Recommendation

Make A. The category is sold through ritual, and A owns the morning, which no competitor shoots well. You get speed from the edit (a 1.5-second hook of the bloom) rather than from the look. You lose B's "expert" signal; borrow one B element, a single on-screen number per video ("93°C"), without changing A's look.

Next steps

Approve a route, and I'll write the full spec sheet with every field filled and generate the hero keyframe.

About this skill

Give the skill a brand, audience, product and campaign tension. It turns broad mood words into named creative routes with specific framing, lenses, light, grade, texture, movement, typography space and asset rules.

You receive a style bible and shot-ready specifications, plus a clear recommendation for the route to approve. Frame and motion prompts can then use the same decisions instead of improvising a new look for every shot.

Use campaign mode to compare routes, or single-shot mode to direct one frame or clip. Final route approval remains with you or your client.

Frequently Asked Questions

Art Direction Style Bible