Agent skill

AI Motion Director

by Pluviobyte in Pluviobyte/video-production-skills

Motion-first AI video director for topic-to-video creation. An agent skill from Pluviobyte/video-production-skills.

No licenceAuto-check passedMedia & Creative

Install AI Motion Director

skills CLI
$ npx skills add Pluviobyte/video-production-skills --skill ai-motion-director -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Pluviobyte/video-production-skills ai-motion-director --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Pluviobyte/video-production-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ai-motion-director .claude/skills/ai-motion-director && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-motion-director
GitHub stars
671
Token cost
~1.6k tokens
SKILL.md length
847 words
Files
4 (incl. references)
Skills in repo
4
Repo updated
First seen
Licence
None found

At a glance

Motion-first AI video director for topic-to-video creation. An agent skill from Pluviobyte/video-production-skills.

  • Works in 9 steps: Intake → Source and Truth Gate → Motion Thesis → …
  • The user gives a theme
  • SKILL.md covers Role, Core Doctrine, Workflow and Output Contract, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AI Motion Director is an agent skill from Pluviobyte/video-production-skills. Motion-first AI video director for topic-to-video creation. Use when the user gives a theme, idea, article, script, or brief and wants AI to freely create a real animated video instead of a PPT/slideshow-style explainer; when deciding visual metaphors, motion grammar, scene beats, component choices, generated image needs, HyperFrames/Remotion implementation strategy, and anti-PPT QC.

Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/anti-ppt-gate.md` and `references/motion-grammar.md`).

It sits in Media & Creative, covering Motion graphics, Video production and AI video generation. It works with HeyGen and Remotion. The repository describes itself as: Reusable AI video production skills library for creation, recreation, motion design, openers, and QA.

When your agent uses it

  • The user gives a theme
  • Brief and wants AI to freely create a real animated video instead of a PPT/slideshow-style explainer
  • Deciding visual metaphors
  • Component choices

Example prompts

  • “/ai-motion-director”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Intake
  2. Source and Truth Gate
  3. Motion Thesis
  4. Beat Graph
  5. Motion Grammar
  6. Image and Asset Direction
  7. Implementation Route
  8. Anti-PPT Gate
  9. QC and Completion

What it can do on your machine

Read from SKILL.md and the folder at commit e19f1f3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

AI Motion Director loads about 1.6k tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 101 tokens; SKILL.md has 847 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~101
When it runs · the whole SKILL.md, loaded when a task matches
~1.6k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 847 words (~1,586 tokens).

“Act as the director layer that turns a topic into a motion-first video concept and controls execution until the result behaves like video, not a deck.”

— opening of SKILL.md by Pluviobyte
name
ai-motion-director

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in ai-motion-director of Pluviobyte/video-production-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/anti-ppt-gate.md
  • references/motion-grammar.md

Open the folder on GitHubat commit e19f1f3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders. This page covers the copy in Pluviobyte/video-production-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI Motion Director next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

AI Motion Director compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
AI Motion Director this skillPluviobyte/video-production-skills671—~1.6kAutomated safety check: PassNone
HyperFrames Video Entry Pointheygen-com/hyperframes60k3 repos~5.2kAutomated safety check: PassApache-2.0
Super Video MakerBomx/super-video-maker-skill310—~11kAutomated safety check: NotesNone
Agentsope AI Video Directoragentsope/SkillAlchemy436—~3.5kAutomated safety check: PassMIT
Avatar Videocalesthio/OpenMontage66k—~1.6kAutomated safety check: PassAGPL-3.0
Remotion to HyperFrames Porterheygen-com/hyperframes60k3 repos~2.8kAutomated safety check: PassApache-2.0

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Works with

Questions about AI Motion Director

What does AI Motion Director do?

Motion-first AI video director for topic-to-video creation. An agent skill from Pluviobyte/video-production-skills. AI Motion Director is an agent skill from Pluviobyte/video-production-skills. Motion-first AI video director for topic-to-video creation.

When should I use AI Motion Director?

AI Motion Director fits situations like: the user gives a theme; brief and wants AI to freely create a real animated video instead of a PPT/slideshow-style explainer; deciding visual metaphors; component choices.

How do I install AI Motion Director in Claude Code?

Run `npx skills add Pluviobyte/video-production-skills --skill ai-motion-director -a claude-code`. Or copy the skill folder (ai-motion-director in Pluviobyte/video-production-skills) into .claude/skills/ai-motion-director in your project. Claude Code loads it when a task matches its description.

How do I install AI Motion Director in Codex?

Run `npx skills add Pluviobyte/video-production-skills --skill ai-motion-director -a codex`. Or copy the skill folder (ai-motion-director in Pluviobyte/video-production-skills) into .agents/skills/ai-motion-director in your project. Codex loads it when a task matches its description.

Can I use AI Motion Director in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Pluviobyte/video-production-skills --skill ai-motion-director -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-motion-director, .gemini/skills/ai-motion-director, .github/skills/ai-motion-director and .opencode/skills/ai-motion-director in your project.

What does AI Motion Director need to run?

SKILL.md names no scripts, command-line tools or credentials: AI Motion Director is instructions for the agent only.

Does AI Motion Director access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AI Motion Director safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does AI Motion Director use?

No licence was found for AI Motion Director or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does AI Motion Director use?

About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.1k tokens, read only when the agent opens those files.

What are the alternatives to AI Motion Director?

Skills that share tags, products or a category with AI Motion Director: HyperFrames Video Entry Point (heygen-com/hyperframes, 60k stars), Super Video Maker (Bomx/super-video-maker-skill, 310 stars), Agentsope AI Video Director (agentsope/SkillAlchemy, 436 stars) and Avatar Video (calesthio/OpenMontage, 66k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI Motion Director?

Pluviobyte (a GitHub user) maintains it in Pluviobyte/video-production-skills, which has 671 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on July 14, 2026.

Source: Pluviobyte/video-production-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.