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chadixearthchadixearth/graphyloop/skills/ai-video-prompt-engineer/SKILL.md

ai-video-prompt-engineer

Skill3 starsChanged 12 days agoMITView on GitHub

Use when the user wants to create AI video generation prompts for a brand, product, website, or topic. Includes interactive Q&A flow to gather requirements then outputs a single unified prompt (one paste) for tools like OmniFlash, Runway, Pika, Kling, Sora. Do NOT use for HyperFrames/Remotion video creation workflows.

The file

We split this skill into the rules it gives an agent

11 rules. About 0 are common, 10 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈10

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Ask ONE question at a time via the question tool.

    line 57
  2. Distinctive:

    Ask: "What topic / brand / website do you want the AI video prompts about?"

    line 60
  3. Distinctive:

    If URL provided, fetch it for content.

    line 61
  4. Distinctive:

    After answer, acknowledge and move to Q2.

    line 62
  5. Distinctive:

    After answer, calculate segment length (duration ÷ N segments — not yet asked) and move to Q3.

    line 67
  6. Distinctive:

    After answer, calculate approximate per-segment duration and move to Q4.

    line 71
  7. Distinctive:

    After answer, move to Q5.

    line 75
  8. Distinctive:

    Ask: "Do you have brand colors or style references, or should I use natural cinematic color language?"

    line 86
  9. Distinctive:

    If they provide brand colors: use natural color names in prompts, hex codes in FOR EDITOR table

    line 87
  10. Distinctive:

    If they say no: use natural cinematic color language (warm amber, deep teal, cream, etc.)

    line 88
  11. Distinctive:

    After answer, generate the full output.

    line 89

≈ “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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

AI Video Prompt Engineer

Overview

Generate production-quality AI video prompts through an interactive 7-question flow. Output is always a single unified prompt describing all segments in one continuous timeline — one copy-paste, no repeated pasting per segment. Designed for OmniFlash and similar AI video models.

The Output Contract

The output file MUST follow this exact structure:

# [Title] — [Duration] [Style] Film
## Single Unified Prompt — One Paste for OmniFlash

---INSTRUCTION (read first)---

Rules the AI video model must follow:
- Anti-Slop Constitution: no glitch, no lens flare, no floating AI brains, no robots, no particle explosions, no hexagonal wireframe tunnels, no holographic hands
- Real humans only — every scene features people doing real work (no androids, no synthetic humans, no faceless silhouettes)
- Natural color names only in prompt body — hex codes go in FOR EDITOR section at bottom
- Mobile-readable text overlays (minimum 5% of frame height), clean geometric sans-serif, high contrast
- Natural motivated lighting (window light, monitor glow, golden hour) — not flat studio
- Smooth purposeful camera movement (gimbal/dolly/slider) — no handheld/shaky
- Voice-visual match: tone of visuals matches tone of the brand

---[00:00-00:XX] SEGMENT 1 — NAME---

Full scene description for segment 1. Include:
- Camera movement, lighting, color palette, human activity, setting
- Text overlay content, timing, position, color (natural name)
- Transition instruction for end of segment

---[00:XX-00:YY] SEGMENT 2 — NAME---

Full scene description for segment 2. Same level of detail. No cross-references to segment 1 — fully standalone description.

---[00:YY-00:ZZ] SEGMENT 3 — NAME---

Full scene description for segment 3.

---FOR EDITOR — Hex Codes & Technical Specs---

| Natural Name | Hex Code | Usage |
|---|---|---|
| [description] | #[code] | [where used] |

Plus: font specs, logo rules, aspect ratio, audio direction.

Interactive Flow

Ask ONE question at a time via the question tool. Do NOT batch questions. Wait for user answer before asking next.

Q1 — Topic

  • Ask: "What topic / brand / website do you want the AI video prompts about?"
  • If URL provided, fetch it for content. If topic alone, proceed.
  • After answer, acknowledge and move to Q2.

Q2 — Duration

  • Options: 15s / 30s / 60s / 90s / Custom
  • Label clearly: 15s = short social teaser, 30s = standard social clip, 60s = brand story, 90s = full narrative
  • After answer, calculate segment length (duration ÷ N segments — not yet asked) and move to Q3.

Q3 — Slice Structure (number of segments)

  • Options: 3 segments / 4 segments / 5 segments / Custom
  • After answer, calculate approximate per-segment duration and move to Q4.

Q4 — Narrative Arc

  • Options: Problem→Solution→CTA / Hook→Detail→Proof / Vision→Capability→Impact / Custom
  • After answer, move to Q5.

Q5 — Visual Approach

  • Options: Cinematic / Mixed (text+B-roll) / Text Cards (kinetic typography) / Person on Camera / Product Demo
  • After answer, move to Q6.

Q6 — Tone

  • Options: Professional / Warm / Energetic / Calm / Humorous
  • After answer, move to Q7.

Q7 — Brand Colors or Style References (optional)

  • Ask: "Do you have brand colors or style references, or should I use natural cinematic color language?"
  • If they provide brand colors: use natural color names in prompts, hex codes in FOR EDITOR table
  • If they say no: use natural cinematic color language (warm amber, deep teal, cream, etc.)
  • After answer, generate the full output.

Generation Rules

Anti-Slop Constitution (mandatory, include in every output INSTRUCTION block)

  1. Natural color names only in prompt body — never hex codes in scene descriptions. Hex codes go ONLY in the FOR EDITOR section at bottom.
  2. Voice-visual match enforced — a professional brand gets clean corporate visuals, not playful animation. A warm brand gets soft natural lighting, not harsh studio.
  3. Clear mobile-readable text — text overlays minimum 5% of frame height, high contrast against background, geometric sans-serif.
  4. No glitch/distortion — no VHS effects, no screen tearing, no corrupted pixels.
  5. No generic AI slop — no floating brains, no glowing robot heads, no particle explosions, no hexagonal wireframe tunnels, no holographic hands touching data, no lens flare.
  6. Seamless crossfade transitions between segments — 1.5–2s overlap. Describe the transition visual (e.g., "data viz dissolves into neural network patterns").
  7. Real humans in every scene — no androids, no synthetic humans, no faceless mannequins, no silhouettes. People doing real work.

Output Rules

  1. Single unified prompt — ALL segments in ONE document. One paste. Never produce separate prompts per segment.
  2. INSTRUCTION block first — global rules the AI video model must follow, before any scene descriptions.
  3. Timestamp markers — [00:00-00:10], [00:10-00:20] etc. for every segment.
  4. Fully standalone scene descriptions — each segment described completely without referencing other segments. Include camera, lighting, color, people, action, text overlays, transitions.
  5. FOR EDITOR section at the bottom — hex code table, font specs, logo rules, aspect ratio, audio direction.
  6. If brand colors provided: natural color names in prompt body (e.g., "deep forest green"), exact hex codes in FOR EDITOR table.

File Output

Save the unified prompt to a timestamped file:

  • Path: <temp-dir>/<topic>-<duration>-prompts.md (the OS temp directory, e.g. $TMPDIR or %TEMP%)
  • Show user the file path at end

Example Output Structure

For a 30s video with 3 segments:

  • 1 unified markdown file
  • INSTRUCTION block at top (anti-slop rules, color rule, legibility, lighting, camera, humans)
  • Segment 1 [00:00-00:10] — full scene, text overlay at :03, transition at end
  • Segment 2 [00:10-00:20] — full scene, text overlay at :05 of segment, transition at end
  • Segment 3 [00:20-00:30] — full scene, final text overlays, end frame, fade
  • FOR EDITOR table — all hex codes, font, logo, audio direction

Common Mistakes

MistakeFix
Producing separate prompts per segmentMerge into ONE unified prompt with timestamp markers
Hex codes in scene descriptionsMove all hex codes to FOR EDITOR section; use natural color names in body
Cross-referencing between segments ("opens from the crossfade")Write each segment as fully standalone — no "from the previous scene" references
Generic AI imagery (robots, brains, particles)Replace with real human activity, real environments, real technology applications
No INSTRUCTION blockAlways start with a clear read-first instruction block for the AI model
Text overlays too small for mobileMinimum 5% of frame height, high contrast, clean sans-serif
Vague transitions ("scene changes")Describe the exact visual transition (crossfade with specific element morphing)

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