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SKILL verified MIT Self-run

Video Prompt

skill-mikefluff-skills-video-prompt · by Mikefluff

Write prompts for 20+ frontier AI video generators (Veo 3.1 + audio, Sora 2 + cameos, Kling 3.0, Runway Gen-4 / Aleph / Act-One, Luma Ray 3, Pika 2.2, Hailuo 02, LTX-2, Wan 2.2, Seedance). Modes: T2V / I2V / V2V / extend / multi-shot / dialogue+audio. Use when: 'video prompt', 'animate this image', 'Kling/Veo/Sora/Runway prompt', 'dialogue scene'.

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Install

$ agentstack add skill-mikefluff-skills-video-prompt

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Security review

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No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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Reliability & compatibility

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Declared compatibility

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About

Write a tight, model-aware motion prompt for AI video generation. Output: one structured prompt string (beat-structured, with optional Dialogue / SFX / Ambient blocks, multi-shot blocks, or V2V single-verb instruction). This skill does NOT call the video model — it produces the text you paste into Veo / Sora / Kling / Runway / Luma / Pika / Hailuo / LTX / Hunyuan / Wan / Seedance / Higgsfield.

Use when the user wants a 4-15s clip from a still image (I2V), from text (T2V), as an edit of existing footage (V2V), as an extension of an existing clip, or as a multi-shot scene in one generation. Apply the CHARACTER FIRST, CAMERA SECOND law, beat-structure the motion, pick vocabulary the target model parses cleanly, add dialogue / SFX / ambient blocks for native-audio models, lock identity via reference labels for cameo / element / Soul ID models.

This skill does NOT:

  • generate the video itself (that's the model)
  • generate the still image (use image-prompt)
  • write a full multi-scene storyboard (use a storyboarding tool / separate skill)
  • write traditional film screenplays (use essay-write or prose-edit)

ROLE

Read request → identify subject + action + emotional beat → pick mode (T2V / I2V / V2V / extend / multi-shot) → pick target model from references/models/_index.md → apply CHARACTER FIRST law → beat-structure the motion → add camera move from exact vocabulary → add audio block if model supports it → return motion prompt + optional endFrame / reference list.

PIPELINE

  1. Clarify the shot. Need to know:
  • Mode: T2V (text-only) / I2V (from a still) / V2V (edit existing footage) / extend (continue a clip) / multi-shot (several shots in one prompt).
  • What action happens in the 4-15 seconds? (the model can't extrapolate offscreen).
  • Emotional beat: hook / tension / climax / breathing / resolution / setup.
  • Target model (default by mode — see references/models/_index.md).
  • Dialogue or sound design? (only if model supports native audio: Veo 3.1, Sora 2, LTX-2).
  • POV or third-person?
  • Identity references attached? (cameos / elements / Soul ID).
  1. Apply CHARACTER FIRST. For ANY shot with character action — start motion prompt with what the character does (body parts, frequency, timing), NOT with a camera move. See references/beat-structure.md.
  1. Beat-structure the motion (mandatory for action shots):
  • Beat 1 (0% → 30%): initiating action / setup
  • Beat 2 (30% → 70%): escalation / dialogue delivery
  • Beat 3 (70% → 100%): resolution / reaction / final pose

See references/beat-structure.md for templates per emotional beat AND per dialogue-bearing model.

  1. Pick camera move from exact vocabulary. Use named terms (slow dolly push-in, orbit 180, whip pan, or named Higgsfield preset like Crash Zoom) — NOT vague "camera moves forward". See references/camera-vocabulary.md.
  1. Mode-specific rules.
  • T2V: 6-part build with full scene description.
  • I2V: motion-over-still — don't re-describe the source frame; see references/i2v-prompting.md.
  • V2V: single action verb (Add / Remove / Replace / Relight / Re-angle / Restyle / Extend); see references/v2v-editing.md.
  • extend: Veo scene-extend / Kling Elements chain — see references/multi-shot.md.
  • multi-shot: Sora 2 / Seedance — Shot 1/2/3 blocks with shared style anchor — see references/multi-shot.md.
  1. Add audio block if model supports native audio (Veo 3.1, Sora 2, LTX-2) — Dialogue / SFX / Ambient layers, prosody adverbs, lip-sync rules. See references/audio-prompting.md. ≤5 total audio elements per 8s clip.
  1. Add per-model rules from references/models/.md:
  • Kling 3.0 / Elements: temporal flow required, 4 refs for Elements
  • Veo 3.1: more flexible structure; audio + lip-sync triggered by Character: "line" syntax
  • Sora 2: NL paragraph + audio + multi-shot transitions (new shot:, cut to:, match cut on)
  • Runway Gen-4 / Aleph: short clips; Aleph = single-verb V2V edit, 5s cap
  • Higgsfield: named camera presets, max 3 stacked; Soul ID for character lock
  1. Identity references (if cameos / elements / Soul ID / HunyuanCustom):
  • Name the reference: [ref:Sarah], [ref:Marcus]
  • Do NOT re-describe locked physical traits (hair, face, body)
  • See references/identity-references.md.
  1. Apply pacing mode — narrative / action / comedy / documentary / timelapse / dialogue-scene / music-video. See references/pacing-modes.md.
  1. Strip forbidden phrases that cause frozen-pose output. Replace with body-part-specific, timed, repeated actions. See references/beat-structure.md § Forbidden phrases.
  1. Output.
  • The motion prompt as one fence-block (paste-ready), with Dialogue / SFX / Ambient blocks inline if audio mode
  • endFrameDescription only if shot ends in a DIFFERENT composition from start
  • For multi-shot: each shot block fenced separately or in one block
  • For V2V: just the single-verb instruction
  • 1-line note: model + mode + key conventions + pacing mode
  1. (Optional) Execute via API. If --execute was passed AND the env var(s) for the chosen model are set, also run python3 scripts/run.py --model --prompt-file . Video gens are long-running — the runner polls and prints progress to stderr. ALWAYS confirms cost (any video is over the $0.10 threshold) unless --yes. Result lands in ./generated/video/. On any failure, fall back to prompt-only. See references/execute.md.

MODES

  • video-prompt --model — generate model-specific prompt. Valid: veo-3-1, veo-3-1-fast, sora-2, sora-2-pro, kling-3, kling-master, kling-elements, runway-gen-4, runway-gen-4-turbo, runway-aleph, runway-act-one, hailuo-02, hailuo-02-pro, pika-2-2, ray-3, ray-3-modify, ltx-2, hunyuan-1-5, hunyuan-custom, wan-2-2, seedance-1-pro, higgsfield
  • video-prompt --mode t2v|i2v|v2v|extend — pick mode explicitly; routes to the right reference
  • video-prompt --audio — append Dialogue / SFX / Ambient blocks (default ON for Veo 3.1 / Sora 2 / LTX-2)
  • video-prompt --dialogue "" or --dialogue file: — explicit dialogue input; auto-formats with Character: "..." syntax
  • video-prompt --end-frame "" — keyframe block for Kling tail / Pikaframes / Ray3 Start+End / Higgsfield
  • video-prompt --shots N — multi-shot Sora 2 / Seedance layout
  • video-prompt --ref =[,=...] — identity reference labels
  • video-prompt --cluster audio|i2v|v2v|open|aggregator — pick by capability when no model named
  • video-prompt --pacing narrative|action|comedy|documentary|timelapse|dialogue-scene|music-video
  • video-prompt --beat hook|tension|climax|breathing|resolution|setup
  • video-prompt --pov — first-person POV variant
  • video-prompt --variants 3 — 3 alternatives with different camera moves or pacing
  • video-prompt --execute — also call the API if env var(s) for --model are set; save MP4 to ./generated/video/
  • video-prompt --execute --output — custom output dir
  • video-prompt --execute --yes — skip cost confirmation
  • video-prompt --execute --timeout — override poll timeout (default 600s)
  • video-prompt --check --model — verify env + connectivity, no generation
  • video-prompt --list-providers — list executable providers given current env (video modality)

Deprecated aliases (accepted with warning): kling-1-6, kling-2, pika-1-5, pika-2-0, gen-3, gen-3-turbo, veo-3, sora, luma-dream.

REFERENCES (load on demand)

| File | When to load | |---|---| | [references/models/index.md](references/models/index.md) | Always at step 1 — quick-pick decision table, capability matrix, deprecations | | [references/camera-vocabulary.md](references/camera-vocabulary.md) | Picking camera move — DOLLY / PAN / TRACKING / CRANE / ORBIT / AERIAL / Higgsfield presets / Sora 2 multi-shot transitions / Cinema Studio lens vocab | | [references/beat-structure.md](references/beat-structure.md) | Always — Beat 1/2/3, CHARACTER FIRST, repeated-action patterns, body detail, forbidden phrases, dialogue-bearing beat structure | | [references/pacing-modes.md](references/pacing-modes.md) | When user specifies pacing — narrative / action / comedy / documentary / timelapse / dialogue-scene / music-video | | [references/audio-prompting.md](references/audio-prompting.md) | Native-audio models — Dialogue / SFX / Ambient grammar, prosody, lip-sync rules, talking-head template | | [references/i2v-prompting.md](references/i2v-prompting.md) | Mode i2v — motion-over-still rules, physical tethers, never-re-describe | | [references/v2v-editing.md](references/v2v-editing.md) | Mode v2v — action-verb-first grammar, single-change-per-pass, per-model duration caps | | [references/multi-shot.md](references/multi-shot.md) | Mode multi-shot or extend — Shot 1/2/3 blocks, style anchors, transitions | | [references/identity-references.md](references/identity-references.md) | When --ref attached — cameo / element / Soul ID / Act-One grammar | | [references/models/audio-tier.md](references/models/audio-tier.md) | Veo 3.1 / Sora 2 / LTX-2 — per-model audio templates | | [references/models/i2v-tier.md](references/models/i2v-tier.md) | Kling / Hailuo / Runway Gen-4 / Pika — per-model I2V templates | | [references/models/v2v-tier.md](references/models/v2v-tier.md) | Aleph / Act-One / Ray 3 Modify / Pika swaps-additions-frames | | [references/models/open-source.md](references/models/open-source.md) | LTX-2 / Hunyuan 1.5 + Custom / Wan 2.2 / Mochi 1 | | [references/models/aggregators.md](references/models/aggregators.md) | Higgsfield — Cinema Studio presets, Soul ID, Start+End frames | | [references/execute.md](references/execute.md) | --execute mode — provider matrix, env vars, cost preview, long-poll behaviour, troubleshooting, fall-back |

EXAMPLES

See [examples/before-after.md](examples/before-after.md) — calibration pairs covering hook / tension / breathing / POV / timelapse + dialogue (Veo 3.1) / I2V (Kling) / V2V (Aleph) / multi-shot (Sora 2) / RU audio.

CONSTRAINTS

  • CHARACTER FIRST, CAMERA SECOND. Never start a motion prompt with a camera move when characters are in action. Camera is one supporting sentence at the end.
  • Beat structure mandatory. Every shot with action gets Beat 1 / Beat 2 / Beat 3 timing. Single biggest defense against the "model freezes one pose" failure mode.
  • Repeated, not single. "He extends his arm" → frozen statue. "He delivers 3-4 sharp jabbing motions, arm never fully returning to rest" → video.
  • Two characters → describe both separately within each beat. "They look at each other" → synchronised statues.
  • Use exact camera vocabulary — "Slow dolly push-in" not "camera moves forward". Or named Higgsfield preset (Crash Zoom, Bullet Time).
  • No transition language inside one shot. "Cut to", "fade to", "reveal" are EDIT terms. Only new shot: / cut to: / match cut on work in Sora 2 multi-shot — and only as explicit multi-shot blocks.
  • Dialogue obeys beat budget. ≤8s speech per 8s clip. One speaker per beat. Prosody adverbs BEFORE the quote, not inside (no ellipsis-acting).
  • No competing SFX during dialogue. Drop ambient under the line; layer SFX into setup or reaction beats, not on top of speech.
  • Face must be visible for lip-sync. Cutting away during a line breaks sync.
  • V2V: one action verb per generation. Stack edits by chaining multiple passes. Single-pass multi-edit produces unstable results.
  • I2V: don't re-describe the source frame. The model already sees it. Describe only motion + tethers.
  • Identity refs: don't re-describe locked traits. Wardrobe / action / expression / environment change; hair / face / body type are locked by the ref.
  • Physical realism. A kiteboard → describe kite-line tension and edge angles, not generic "rides the wave".
  • Props stay. Objects in frame don't teleport. Specify "cup stays in hand", "laptop screen glow continuous".
  • --execute is opt-in. Default flow stays prompt-only.
  • Never print API keys. Mask in errors. Refer to env var names, not values.
  • Confirm cost always for video. Any video is above $0.10 threshold; user must answer Y unless --yes.
  • Output dir is ./generated/video/ by default. Don't write outside it without explicit --output.
  • API failure / timeout → fall back gracefully. Save prompt to ./generated/video/-prompt-only.txt with reason. Long-running jobs may still complete server-side after a timeout — note that in the fall-back message.

INVOCATION HINTS

When the user says any of:

  • "video prompt for {model}", "Veo / Sora / Kling / Runway / Pika / Hailuo / Luma / LTX / Hunyuan / Wan / Seedance / Higgsfield prompt"
  • "motion prompt for this image", "animate this still", "image-to-video"
  • "edit this clip", "V2V", "Aleph prompt", "Ray3 Modify", "Pikaswaps"
  • "dialogue scene", "talking-head", "two characters arguing", "lip-sync"
  • "multi-shot in one prompt", "Sora 2 multi-shot", "extend this scene"
  • "character consistency across shots", "cameo", "Soul ID", "Act-One performance"
  • "4-15 second clip of {action}"
  • "shot for TikTok / Reels / Shorts"
  • "music video shot", "beat-synced"
  • "execute the video prompt", "actually render the clip", "fire the gen", "use my Veo / Sora / Kling / Runway key"

RU triggers:

  • «промпт для Veo / Sora / Kling / Runway / Pika / Hailuo / Luma / LTX / Hunyuan / Wan / Seedance / Higgsfield»
  • «оживи картинку / оживи это фото», «motion-промпт»
  • «отредактируй клип», «V2V», «измени освещение на закат на этом видео»
  • «диалоговая сцена», «говорящая голова», «двое спорят», «lip-sync»
  • «multi-shot за один промпт», «3 кадра подряд», «расширь сцену»
  • «единый персонаж на всех клипах», «cameo», «Soul ID»
  • «motion-промпт для Reels / Shorts / TikTok»
  • «4 секунды клипа с {действие}»
  • «клип под музыку», «beat-synced»
  • «выполни видео-промпт», «отрендери клип», «вызови Veo / Sora / Kling / Runway»

Prompt body is usually written in English (video models parse EN much better than RU). RU dialogue lines can pass verbatim inside Character: "..." quotes (Veo 3.1 handles multilingual speech). RU → EN camera-vocabulary mapping lives in [references/camera-vocabulary.md](references/camera-vocabulary.md) (section RU термины).

Use this skill. For static image — image-prompt. For full storyboard — neither (use a dedicated tool).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.