agentleFS
svenkatreddysvenkatreddy/universal-video-skills/skills/model-adapters/SKILL.md

model-adapters

Skill8 starsChanged 28 days agoMITView on GitHub

Translate a finished shot-brief into per-model instructions for Muse, Gemini/Veo, Sora, Kling, Runway, Pika, Luma, and Hailuo. Constraint sheets, prompt quirks, and what to verify. Use after the prompt is written, before generating.

The file

We split this skill into the rules it gives an agent

1 rule. About 0 are common, 1 is distinctive, and 0 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.

  • 0

    Very specific

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

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Every sheet is dated; if the date is old, check the provider before planning around a number.

    line 24

≈ “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

Model Adapters

The shot-brief grammar is universal. Models are not. Each one has its own duration caps, aspect ratios, prompt quirks, and failure patterns, and they change every few months. This skill is the translation layer: finished brief in, model-ready instructions out.

The workflow

  1. Write the prompt model-agnostic first. Finish the shot-brief (../video-prompt-craft/) completely before opening an adapter. Adapters translate; they don't write.
  2. Read the adapter for your target. Each sheet covers: what the model is good at, prompt quirks that matter, hard limits, and how negatives and reference images work there.
  3. Apply the quirks, keep the story. The beats, the camera, the Preserve slot. Those don't change. What changes is formatting and emphasis.
  4. Verify volatile specs. Durations, resolutions, and prices move fast. Every sheet is dated; if the date is old, check the provider before planning around a number.

The adapter list

AdapterFileBest for
Muse (Meta)references/muse.mdAgent-driven generation inside Muse
Gemini / Veo (Google)references/gemini-veo.mdDialogue-heavy, JSON-structured prompts
Sora (OpenAI)references/sora.mdLong coherent takes, storyboards
Klingreferences/kling.mdRealistic motion, camera controls
Runwayreferences/runway.mdStylized looks, creative tools
Pikareferences/pika.mdQuick social clips, effects
Luma (Dream Machine)references/luma.mdNatural camera motion
Hailuo / MiniMaxreferences/hailuo.mdCharacter acting, Chinese-language content

Adding an adapter

Copy references/adapter-template.md. One page max. Facts over adjectives, dates on every number, and a clear line between "prompting advice" (durable) and "current specs" (perishable). If you can't verify a spec, write "verify" instead of guessing.

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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.