motion-prompt-language
Skill16 starsChanged 4 months agoMITView on GitHub
Layered creative-director prompt language for generative video and motion sequences (Higgsfield, Runway, or any text-to-video model). Use when writing or refining a generation prompt for editorial motion graphics, title sequences, magazine films, or explainer footage — NOT when animating in code (use motion-design / gsap-* for that). Provides the layer stack, studio vocabulary, and the kernel.chat house prompt.
In this repository29 other files it gives its agents.
- .agents/AGENTS.mdAGENTS.md
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- animation-vocabularySkill
- blender-to-unitySkill
- emil-design-engSkill
- gsap-coreSkill
- gsap-frameworksSkill
- gsap-performanceSkill
- gsap-pluginsSkill
- gsap-reactSkill
- gsap-scrolltriggerSkill
- gsap-timelineSkill
- gsap-utilsSkill
- higgsfield-generateSkill
- higgsfield-marketplace-cardsSkill
- higgsfield-product-photoshootSkill
- higgsfield-soul-idSkill
- higgsfield-websitesSkill
- kernel-chat-art-directionSkill
- kernel-chat-design-qaSkill
- kernel-chat-web-designSkill
- mcp-sourceSkill
- micro-interactionsSkill
- microinteractionsSkill
- motion-designSkill
- review-animationsSkill
- unity-mcp-orchestratorSkill
- kernel-chat-designSkill
The file
We split this skill into the rules it gives an agent
3 rules. About 0 are common, 1 is distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Write generation prompts like a creative director, not a text-to-image prompt.
- Very specific: line 73
NOT match the house grammar.
- Very specific: line 108
When the motion is built in code, camera/lighting/grain language is irrelevant — use motion-design, gsap-*, and animation-vocabulary …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Motion Prompt Language
Write generation prompts like a creative director, not a text-to-image prompt. Think in layers, in this order:
Concept → Visual language → Camera → Animation → Typography → Lighting → Texture → Timing
A prompt that specifies every layer produces motion closer to a design-studio reel than a typical AI animation. A prompt that skips layers gets generic defaults for the missing ones.
The layer stack
| Layer | What to specify | Example fragment |
| Concept | One-sentence premise | "A futuristic literary magazine comes to life." |
| Visual language | Style anchors + studio references | "Minimal Swiss design, Buck Design, DIA Studio" |
| Camera | Movement verbs, restraint | "Slow dolly, gentle zooms, no aggressive movement" |
| Animation | How elements move | "Elegant easing, kinetic typography, subtle parallax" |
| Typography | Role of type in the frame | "Large editorial typography; letters build from fragments" |
| Lighting | Source + mood | "Soft natural daylight, realistic shadows" |
| Texture | Material world | "Matte paper, visible fibers, ink bleed, Super 16mm grain" |
| Timing | Duration + pacing | "8 seconds. Everything moves deliberately." |
Quality vocabulary
Descriptors that consistently raise output quality:
- Studios (style anchors): Buck Design, Territory Studio, DIA Studio, ManvsMachine, Ordinary Folk, Instrument, Elastic; Refik Anadol for data-driven work; Saul Bass for kinetic type; Kurzgesagt for explainers
- Motion: editorial motion design, kinetic typography, procedural animation, elegant easing, subtle parallax, physics-based motion, cinematic camera movement
- Composition: layered compositions, negative space, modular grid system, Swiss typography, restrained color palette
- Surface: matte materials, paper texture, film grain, Super 16 aesthetic, analog imperfections, volumetric lighting
Useful genre templates
Kinetic typography — large editorial type fills the screen; letters break apart; sentences build from fragments; strong rhythm; black and cream; Saul Bass / Buck / DIA Studio.
Vintage educational — 1970s educational film; paper cutouts, photocopied textures, screenprint ink, dust, gate weave; warm greens, muted oranges; Super 16mm; organic imperfections.
Documentary open — slow camera; natural textures; typewriter type; real paper, coffee stains, dust particles, soft sunlight, film grain; thoughtful pacing; feels handcrafted.
Data-as-editorial — words transform into diagrams, diagrams into systems; typography appears from the data itself; minimal palette; scientific visualization meets editorial design; Territory Studio.
The kernel.chat house prompt
The default starting point for any kernel.chat motion piece. One known
drift: the palette line below ("muted forest green, deep indigo") does
NOT match the house grammar. Per docs/design-language.md the system is
paper stocks (cream, ivory, butter, kraft, ink) with tomato red as the
single spot color (cobalt as a rare per-issue override). Rewrite the
palette line accordingly before use.
Create a premium editorial motion design film.
A futuristic literary magazine comes to life.
Cream paper, black serif typography, visible paper fibers, subtle ink
bleed, offset printing texture, and Super 16mm film grain.
Magazine spreads unfold into animated diagrams. Marginal notes become
flowing data. Headlines transform into interconnected knowledge systems.
Minimal geometric shapes animate with elegant easing, while layered grids
and annotations reveal an invisible architecture of ideas.
Camera movement is slow and intentional with gentle dolly shots, subtle
parallax, and restrained zooms. Every transition feels handcrafted rather
than generated.
Lighting is soft, natural, and cinematic with warm daylight and realistic
shadows. The palette is limited to warm ivory, charcoal black, muted
forest green, and deep indigo.
The overall feeling is calm, intelligent, mysterious, and quietly
authoritative — like Monocle, A24, Buck Design, Territory Studio, and
Swiss editorial design converging into the visual language of a
next-generation AI publication.Boundaries
- This skill is for generation prompts (text-to-video, image-to-video).
When the motion is built in code, camera/lighting/grain language is
irrelevant — use
motion-design,gsap-*, andanimation-vocabularyinstead; only the easing/timing/typography layers carry over. - Stay inside the kernel.chat register: paper, ink, editorial. Glassy keynote or Material-style templates are off-brand here.
- Paid generation (Higgsfield credits etc.) still requires explicit permission before firing — a good prompt is not authorization to spend.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

