Non-animation creative direction for HyperFrames videos. Use for design spec (frame.md / design.md) handling, palettes, typography, narration, beat planning, audio-reactive visuals, composition patterns, and brand / style decisions. For atomic motion patterns and scene blueprints, use `hyperframes-animation`.
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Brand, pacing, style, narration, and composition direction. Use after the technical contract from hyperframes-core is in place.
For motion patterns, scene blueprints, transitions, and CSS marker effects, use hyperframes-animation — this skill is intentionally non-animation.
Read these two FIRST for any non-trivial composition — they override web instincts:
references/house-style.md— "interpret the prompt, generate real content," the lazy-default list, and the background/foreground layer recipe. This is what turns a literal restyle into a concept.references/video-composition.md— video-medium scale, depth, and foreground detail. It explains how to avoid empty web-page layouts without imposing a universal element count.Skipping these is the single biggest cause of generic, web-page-looking output. They are not optional rows in the routing table below — for anything beyond a one-line edit, open both before you choose colors or write HTML.
frame.md → design.md → DESIGN.md) and how to parse it (frontmatter = normative, prose = context) are defined once in references/design-spec.md — resolve and load per that doc.frame-presets/ (adopt a FRAME.md as frame.md; see references/design-spec.md)references/visual-styles.mdreferences/house-style.mdreferences/design-picker.mdreferences/beat-direction.md. For scene transitions, jump to hyperframes-animation/transitions/.references/motion-principles.md (high-level guardrails), then go to hyperframes-animation for atomic rules.| Topic | Read |
|---|---|
Adopt a ready-made frame-preset as frame.md (optional) | frame-presets/ · references/design-spec.md |
| Default palettes, motion, typography, lazy defaults to question | references/house-style.md |
| Named style presets, mood-to-style routing | references/visual-styles.md |
| Palette-specific color tokens | palettes/*.md |
| Composition patterns — PiP, text-behind-subject, title card, slide show | references/composition-patterns.md |
| Stats / infographic presentation | references/data-in-motion.md |
| Structured expansion for open-ended prompts | references/prompt-expansion.md |
| Video-medium density, scale, color, frame composition | references/video-composition.md |
| Per-beat direction, rhythm planning, transition timing | references/beat-direction.md |
| Post-authoring spec verification (colors, type, corners, spacing, depth) | references/design-adherence.md |
| High-level motion guardrails and GSAP-quality rules | references/motion-principles.md |
| Font selection, pairings, rendered-video type guardrails | references/typography.md |
| Story doctrine — hook language, value-before-evidence, storyboard-as-proposal | references/story-spine.md |
| Script pacing, tone, openings, number pronunciation | references/narration.md |
| Precomputed audio bands mapped to motion | references/audio-reactive.md |
scripts/contrast-report.mjs — inspect contrast warnings from rendered frames.scripts/extract-audio-data.py — pre-extract audio bands for audio-reactive compositions.scripts/package-loader.mjs — support script for bundled creative tooling.contrast-report.mjs resolves helper packages from the current project first, then can bootstrap the bundled HyperFrames package version. Set HYPERFRAMES_SKILL_PKG_VERSION=<version> only when running the skill outside the bundled CLI/skill install and you need to pin that bootstrap version explicitly.
Run from the repo root with explicit paths, for example:
python skills/hyperframes-creative/scripts/extract-audio-data.py <audio-file>
Animation analysis (animation-map.mjs) lives in hyperframes-animation/scripts/.
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Use when the user wants to learn, be taught, be quizzed, or understand an idea across any domain — science, math, philosophy, code, law, politics, psychology, medicine, arts, or history — with active scaffolding.
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This skill helps with using the @ax-llm/ax TypeScript library for building LLM applications. Use when the user asks about ax(), ai(), f(), s(), agent(), flow(), AxGen, AxAgent, AxFlow, signatures, streaming, or mentions @ax-llm/ax.
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This skill helps an LLM generate correct AxAgent code using @ax-llm/ax. Use when the user asks about agent(), child agents, namespaced functions, discovery mode, shared fields, llmQuery(...), RLM code execution, recursionOptions, or agent runtime behavior. For tuning and eval with agent.optimize(...), use ax-agent-optimize.
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This skill helps an LLM generate correct AxAgent tuning and evaluation code using @ax-llm/ax. Use when the user asks about agent.optimize(...), judgeOptions, eval datasets, optimization targets, saved optimizedProgram artifacts, or recursive optimization guidance.
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This skill helps an LLM generate correct AI provider setup and configuration code using @ax-llm/ax. Use when the user asks about ai(), providers, models, presets, embeddings, extended thinking, context caching, or mentions OpenAI/Anthropic/Google/Azure/Groq/DeepSeek/Mistral/Cohere/Together/Ollama/HuggingFace/Reka/OpenRouter with @ax-llm/ax.
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This skill helps an LLM generate correct AxFlow workflow code using @ax-llm/ax. Use when the user asks about flow(), AxFlow, workflow orchestration, parallel execution, DAG workflows, conditional routing, map/reduce patterns, or multi-node AI pipelines.
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