SuperCMO Skills

SupercmoHQ219stars

Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

Marketing

Install Run on PlugMCP

GitHub Website

Run on PlugMCP

1# SuperCMO Skills

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: Apache-2.0
Last checked: 2026-10-27

Stars: 219
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install SuperCMO Skills?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does SuperCMO Skills need an API key?

No required environment variable is listed on this record.

What transport does SuperCMO Skills use?

SuperCMO Skills runs locally over stdio.

When was SuperCMO Skills last checked?

Last checked 2026-10-27. Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

From the publisher

Documentation

SuperCMO Skills

Enable AI agents to create marketing videos and images

Open-source skills that empower any AI agent (Claude, Cursor, Codex, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

Just provide a product photo and a brief. The agent extracts the product details, selects the optimal AI image and video models, casts AI actors, and edits the generated content into finished, campaign-ready assets. It can produce videos of any length while maintaining perfect actor and product consistency.

The open-source alternative to closed AI marketing agents.

Install in one command — into Claude Code, Cursor and Codex, whichever you have (needs uv):

npx --yes @supercmo/[email protected] --all

For Cursor, run it in your project with --cursor --project-dir . so the skills land there too.

Then ask your agent to "set me up": bring your own model keys, or sign in and pay per use with SuperCMO's. If the skills are useful to you, a ⭐ helps other people find them.

create an ugc video for this tshirt. it should be a get ready with me reel. snappy. very genz. [product-photo]

create a cartoon video ad in stylized 3D style, promoting my tumbler. make it fun and entertaining. [product-photo]

make me an ad video for this energy drink [product-photo]

See how it works
Quick start
Hosted SuperCMO
Start from a product photo
Why SuperCMO Skills?
How the skills work together
The Marketing Production Pipeline
Install
Set up a key
Security & trust
Telemetry
Community
Contributing
License

See how it works

A full production studio inside Claude. You provide a product photo and a high level (or detailed) brief.

The AI agent then plans the video → writes the script → generates the AI actor → creates storyboards → generates the video clips → stitches them together, and delivers the final video.

The best part? You stay in charge all along.

Quick start

Paste this to your coding agent (Cursor, Codex, …):

Run `npx --yes @supercmo/[email protected] --all`. Once it's installed, run the supercmo-setup skill to complete the setup.

Prefer to run it yourself:

npx --yes @supercmo/[email protected] --all   # every detected host

Run the supercmo-setup skill or ask your agent to "set me up".

Prefer a preview before spending? Every generation supports dry_run — the exact request, no API call.

Hosted SuperCMO

Rather not set anything up? SuperCMO runs these same skills for you, in the browser:

No setup — sign in and start; nothing to install, no keys to manage.
A workspace per brand — a private sandbox where the agent runs code and keeps your files.
Publishing — connect your accounts, approve a post, and it goes out to Instagram (Business account), a Facebook Page, LinkedIn (your profile), YouTube or Reddit.
A calendar — your scheduled posts and recurring tasks in one place, to edit or cancel.

Try SuperCMO →

Start from a product photo

Starting from your product is faster than describing a video from a blank prompt.

Hand SuperCMO a single product photo and it builds a UGC ad around it - a creator on camera reviewing, unboxing, trying on, or demoing your product:

Upload a product photo and give a short brief
It analyzes the product, picks the format, casts the creator, and writes the script. Then shows you the concept and waits for your approval before spending a cent
Once approved, it generates the storyboards, renders each clip, stitches them together, and hands back the finished video

"Make a 30-second unboxing UGC ad for this product." [attach product photo]

What you get back is not a random clip. You get:

You stay in charge - approve the creator, the concept, and the script before anything renders, and change any part along the way.
Consistency built in - maintains the same actor and product across every clip, through the storyboard and anchor references
A finished, scroll-stopping video - delivered at the length you asked for, ready to post

Works inside Claude Code, Cursor, Codex, Hermes - any agent that supports the Agent Skills spec.

Why SuperCMO Skills?


You direct, it produces	SuperCMO doesn't decide what your campaign should say — you do. It handles the production work underneath: scripting to your brief, casting, shooting, editing. It checks in at every step, so you can redirect it mid-run instead of accepting whatever comes out the end.
No tool hopping	Making one video ad today means jumping between tools: script in one, images in another, voice in a third, video in a fourth, then stitching it in an editor. SuperCMO does it all from a single brief, in one place.
The right model, picked for you	Every AI image/video model works differently and needs different prompting. Knowing that Veo wants one kind of prompt and Kling another — and which to reach for in the first place — is most of the work. SuperCMO's skills already know. You write the brief; it handles the rest.
Consistency across every shot	One good clip is easy. Ten clips where the product and the face stay identical is the part that breaks. SuperCMO storyboards before it renders and locks a reference into every generation, so continuity holds across the whole cut.
Editing included	It doesn't just hand back a raw 10-second clip. It generates the media, splits long clips, trims footage, adds voiceover, and stitches everything into a finished asset.
Pay per use, no subscription	Most marketing tools charge monthly whether you use them or not. SuperCMO doesn't — bring your own vendor keys (free), or generate on SuperCMO's keys and pay per use. No lock-in.
Runs where you already work	Inside Claude Code, Cursor, OpenAI Codex, Hermes, Openclaw, or any agent that supports the Agent Skills spec. Your keys and files stay on your machine.

How the skills work together

You act as the creative director, and your agent uses SuperCMO skills to orchestrate the entire production pipeline.

Here is an example of how the skills chain together behind the scenes to execute a complex brief like: "Make a 1-minute video ad for this product [URL] with a voiceover."

[Brief] "Make a 1-minute video ad for this product [URL] with a voiceover."
   │
   ├── 1. Analyze ──> Scrapes the URL to understand the product and fetch product images.
   │
   ├── 2. Plan    ──> Breaks the 60s brief into four 15-second shots.
   │                  Writes the script and shot list.
   │
   ├── 3. Image  ──> Generates master reference images of the product 
   │                 using the best image models.
   │
   ├── 4. Video  ──> Generates the 4 video clips. Locks the anchor reference 
   │                  into every shot so the product doesn't shape-shift.
   │
   ├── 5. Audio   ──> Adds a voiceover, budgeting the script to match the 
   │                  exact length of the video.
   │
   └── 6. Stitch  ──> Stitches the finished clips together to create one 
                      continuous 1-minute video file.

The Marketing Production Pipeline

SuperCMO installs a full creative agency into your text-based agent. It doesn't just generate media; it orchestrates the specific steps required to make high-converting ads:

Product Analysis - Scrapes your URLs to extract brand guidelines, materials, and features so the AI models don't hallucinate your product.
Ad Copy & Scripting - Breaks the brief into a shot-by-shot ad script tailored for platforms like Meta, TikTok, or YouTube.
Visual Generation - Produces master reference images and locks them as anchors so your product looks consistent in every video frame.
Audio & Voiceover - Generates natural, high-energy voiceovers paced perfectly to your video duration.
Post-Production - Trims footage, syncs audio, and stitches the final MP4.

These are the discrete skills installed into your agent to run that pipeline:

Skill	Description
generating-ugc-videos	Produces UGC videos of any length - like review, unboxing, try-on, tutorial and more. It casts the actor, writes the script, and storyboards multiple clips to lock in actor and product consistency. It lets you direct every step to get a cohesive, ready-to-run ad in minutes.
generating-ad-videos	Produces a polished, cinematic product commercial in your brand's voice — a no-actor product showcase or an actor-led story ad, at any length. It storyboards every clip to hold your real product identical across cuts, writes the voiceover and casts the actor when the ad calls for one, then stitches it into one ready-to-run spot you approve step by step before anything expensive renders.
generating-cartoon-videos	Produces a drawn, animated video for your product — cartoon, anime, illustrated or painted, at any length. Your product either stays exactly as photographed or is drawn into the style, and a cast of characters carries the story around it. It settles one art style, writes the story, draws your cast once so every cut is the same cast, then films it clip by clip and lays a voiceover over the top — with your approval before anything expensive renders.
cloning-video-ads	Recreates a video ad you admire with your own product. It watches the reference ad, works out the shots, pacing, camera and voiceover that make it work, then rebuilds the same structure around your product — swapping the product, brand and spoken lines for yours while holding the original's craft. You approve the plan before anything expensive renders, and it comes back as one finished clip.
generating-image-ads	Produces a scroll-stopping image ads for your product — one image, or a set in every placement ratio your feed needs. It keeps your real product and your brand identity perfectly consistent across every frame, and shapes the offer and claims you give it into a well designed ad, following industry best practices.
generating-product-photos	Directs a commercial photoshoot around your product, automatically applying the correct lighting, framing, camera angles and props to deliver studio-quality product shots across 10+ formats.
researching-competitor-ads	Analyzes what your competitors are advertising and shows you what is actually working — the ads that have run longest, the ones they quietly dropped, and what the winners have in common. A vision model watches the image and video ads that carry the signal — the long-runners, the ones just launched, the ones they dropped — the whole way through. So you learn how each one is built: the hook, the pacing, when the product lands, the proof and the offer. You also get the angles nobody in your category has taken.
analyzing-own-ads	Audits your own advertising the way you would a competitor's — pulling every ad you run from the public library and watching the creative the whole way through. You get the map of what you already cover: which angles, hooks and formats you run, which ads have held longest, what you quietly stopped and how fast, and which winners are still carrying the account with nothing newer built beside them.
planning-campaigns	Decides what your next ads should be. It reads your brand, your product, the ads you already run and what competitors are doing, then writes concepts ranked by what is worth testing — each a full description of one ad, the buyer it targets and the bet it tests, with the proof it rests on and the skill that would build it. Approve the plan and it builds the concepts you pick, one by one, through the specialist skills.
onboarding-user	Sets your brand up from one link. Give it your website and it works out who you are — your voice, your audience, what you sell — finds who you compete with, and writes both where every future session will find them.
supercmo-setup	Gets you from installed to generating in a few simple steps
adapting-formats	Takes an ad you already have and remakes it in every other size you need it in. It reads your ad first, works out what has to move and what fills the space the new shape opens up, and shows you that plan before it spends anything — then rebuilds each shape around the original so your product, palette and wording stay recognisably the same rather than being stretched, cropped or letterboxed into a mess.
analyzing-brand	Works out your brand from your website — your colours, fonts and logo, how you sound, who you sell to, what you sell, and the claims you stand behind. Anything your site doesn't actually say is written down as unconfirmed rather than invented, so the skills that plan and make your ads work from your real brand.
analyzing-products	Analyzes an e-commerce link or photo to map out your product's exact physical mechanics and extract clean reference images, building a highly accurate creative brief without any manual research or extraction.
generating-ai-actors	Casts a distinct, demographic-specific AI actor as a reusable identity reference, allowing you to reliably feature the exact same brand face across an entire multi-asset image and video campaign.
generating-audio	Converts scripts into audio. Lets you preview voice candidates from top models before generating. It then formats your script's numbers, dates, and URLs so the chosen AI model pronounces them accurately.
generating-images	Routes your brief to the best of 10+ SOTA image models (like Nano Banana, GPT Image), writes detailed prompts as per model specifications and generates multiple variations instantly.
generating-storyboards	Draws out your entire video concept clip-by-clip as static images, enforcing strict character and product continuity so you can approve camera angles and visual flow before committing to expensive video renders.
generating-videos	Routes your brief to the best of 10+ SOTA video models (like Veo, Seedance), writes detailed prompts as per model specifications and generates multi-clip stories that hold continuity across cuts, stitched into one file.
identifying-competitors	Finds who a brand competes with: searches the web for the alternatives buyers compare it against, proposes a shortlist with a source per name, and confirms the real ones for other skills to build on.
writing-ad-copy	Writes the text that runs alongside your ad — headline, primary text, description and call to action — tuned to the fields and best practices of each platform it runs on: Facebook and Instagram, Google Search, LinkedIn, TikTok, X and Reddit. It works one angle several ways and sizes each field so nothing gets cut off in the feed.
writing-video-prompts	Translates your scenes into the highly specific, detailed instructions that different video models require. It times the camera motion and steers around known AI rendering limits to match your exact visual brief.
writing-video-scripts	Drafts spoken scripts built around proven opening hooks designed specifically to stop the scroll. It sizes the text to fit your exact runtime and paces words across natural breath points for human delivery.

Install

Every host loads the same skills + the same local MCP server - only the wiring differs. Prerequisite: uv on PATH — the MCP server runs via uvx, which provisions Python and the server for you (nothing to pip install). The root pyproject.toml / package.json are packaging scaffolding — you don't build anything by hand to run or contribute to the skills.

npx installer - registers the MCP server via each host's own mechanism (codex/claude mcp add where a CLI exists; a .cursor/mcp.json for Cursor) and places the skills. One command does every detected host:

npx --yes @supercmo/[email protected] --claude               # Claude Code
npx --yes @supercmo/[email protected] --cursor --project-dir .  # Cursor (per project)
npx --yes @supercmo/[email protected] --codex                # Codex
npx --yes @supercmo/[email protected] --all                  # every detected host

If the SuperCMO tools don't show up in your agent afterward, restart it once.

Claude Code plugin - an alternative to npx … --claude (use one, not both): the whole repo installs as one plugin, managed by Claude Code:

/plugin marketplace add SupercmoHQ/superCMO-skills
/plugin install supercmo@superCMO-skills

Codex plugin - an alternative to npx … --codex (use one, not both): installs the skills + MCP server as one plugin, managed by Codex:

codex plugin marketplace add SupercmoHQ/superCMO-skills
codex plugin add supercmo@superCMO-skills

Claude Cowork / Claude desktop - download supercmo-plugin.zip from the latest release, then Settings → Plugins → Upload local plugin.

Found us on skills.sh? npx [email protected] add SupercmoHQ/superCMO-skills copies the skills but not the MCP server they call — so image_generate/video_generate won't exist yet. Install the server, then reload your agent:

npx --yes @supercmo/[email protected] --all   # or --cursor --project-dir . · --codex · --all

Set up a key

Generation needs a key. Two ways — pick one:

Option A · Managed — one command

Generate on SuperCMO's keys, pay per use — no vendor signups, nothing to paste.

npx --yes @supercmo/[email protected] login

Opens SuperCMO in your browser to sign in and authorize this device; the key is written to ~/.supercmo/.env automatically. Buy credits in the web app when you're ready.

Option B · Bring your own keys — free

Bring your own vendor keys — requests go directly to the model vendor; nothing routes through SuperCMO.

One file, every host. The installer creates ~/.supercmo/.env; the MCP server loads your keys from there on any host (Claude Code, Cursor, Codex, …). Open it and add a key:

# ~/.supercmo/.env
WAVESPEED_API_KEY=your-key # image + video (start here) — https://wavespeed.ai
FAL_KEY=                   # image + video (alternative) — https://fal.ai
ELEVENLABS_API_KEY=        # voiceover (optional)        — https://elevenlabs.io
GEMINI_API_KEY=            # image/video analysis (opt.) — https://aistudio.google.com
FIRECRAWL_API_KEY=         # url extraction (optional)   — https://firecrawl.dev

One key to start: WAVESPEED_API_KEY covers image + video and is what we recommend — users report better reliability there. FAL_KEY is fully supported too and serves the same models, so use it if that's the account you already have. With both set, WaveSpeed is used; SUPERCMO_MEDIA_PROVIDER=fal picks the other. The rest are optional — add one when you want that capability (voiceover, analysis, extraction).
Prefer environment variables? Exporting the key (or putting it in your host's MCP config env block) also works and takes precedence — ~/.supercmo/.env is just the reliable default that also works for GUI-launched hosts that don't inherit your shell.
Check what's set: ask your agent to run the setup_status tool (host-agnostic, no path needed).

Security & trust

These skills run inside your agent. Exactly what happens:

Open source & inspectable. Every skill, script, and the MCP server lives in this repo under Apache-2.0 — read, diff, or pin before you run it.
Your keys stay local (BYOK). With your own vendor keys, they live in ~/.supercmo/.env (or your host's MCP config env / your shell); the server reads them from its process environment and requests go directly to the vendor — nothing routes through SuperCMO. With the managed key, requests go to SuperCMO's proxy (billed to your credits) — you never hand us a vendor key.
The MCP server is local + minimal. A stdlib-only Python package (supercmo-skills on PyPI, source in scripts/supercmo_skills/mcp/), fetched and run on demand via uvx supercmo-skills@<version> — it runs on your machine, launched by your host, and starts only when your host enables the plugin.
Dry-run everything. Generation tools support dry_run - a free preview of the exact request (keys masked), no API call.

Found something off? Open an issue.

Telemetry

SuperCMO sends anonymous, opt-out usage counts from the MCP server so we can see which tools get used and prioritize. Full details in TELEMETRY.md.

What we send: the tool name, whether it succeeded, how long it took, the model and provider, whether it used your own key or SuperCMO's, an error code if it failed, versions (OS / Python / SuperCMO), and a random install id. The full list is in TELEMETRY.md.
What we NEVER send: your prompts, tool arguments, generated media, file paths, keys, hostname, username, or IP address.
Turn it off (any one): SUPERCMO_TELEMETRY=false, DO_NOT_TRACK=1, or DISABLE_TELEMETRY=1. It also honors Claude Code's CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC.
See what would be sent: run with SUPERCMO_TELEMETRY=log - prints each payload instead of sending.
Events go to our own endpoint (api.getsupercmo.ai), never a third-party analytics host. The random install id is never linked to any account.

Community

Questions, ideas, or something you built? Open an issue or discussion. Kshitiz (@kshitizkgp) reads every new issue and replies within one working day.

Contributing

New skills and improvements welcome - see CONTRIBUTING.md. In short:

Create skills/<your-skill>/ (folder name = the name in frontmatter), using skills/generating-images/ as the reference layout.
Keep SKILL.md short; push detail into references/, deterministic work into scripts/ (stdlib-only where possible, BYO-keys from env, --dry-run on anything that mutates).
Validate - CI runs the same on every PR:

python3 scripts/quick_validate.py       # structural + strict-YAML frontmatter (blocking)
python3 scripts/listing_gate.py         # scripts compile + --dry-run gates (blocking)
python3 scripts/check_shared_client.py  # no raw vendor HTTP - the brokering seam (blocking)
python3 scripts/check_catalog_sync.py   # provider-key catalog single-sourced (blocking)

License

Apache-2.0 - see LICENSE and NOTICE.

The skill files, scripts, and MCP server in this repository are Apache-2.0. The hosted SuperCMO product (getsupercmo.ai) is a separate service governed by its own terms.

If SuperCMO saved you time, a ⭐ helps others find it.

Built by SuperCMO · Report an issue

SuperCMO Skills

SupercmoHQ219stars

Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

Marketing

Install Run on PlugMCP

GitHub Website

Run on PlugMCP

1# SuperCMO Skills

README.mdMCP server

Transport: stdio
Status: Local

Power your agent

Add this server

Install from the publisher. Not a PlugMCP endpoint.

Run on PlugMCP

Host a copy with our keys and logs.

No packaged release in the registry yet. Follow the repository README.

RepositoryPublisher installStep-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

Server facts

Local

Transport: stdio
License: Apache-2.0
Last checked: 2026-10-27

Stars: 219
Tools: —
Uptime: —

Tools

No tool list yet. Remote servers get one after the first health check.

FAQ

Questions

How do I install SuperCMO Skills?

Copy the stdio config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.

Does SuperCMO Skills need an API key?

No required environment variable is listed on this record.

What transport does SuperCMO Skills use?

SuperCMO Skills runs locally over stdio.

When was SuperCMO Skills last checked?

Last checked 2026-10-27. Open-source skills that empower any AI agent (Claude, Cursor, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

From the publisher

Documentation

SuperCMO Skills

Enable AI agents to create marketing videos and images

Open-source skills that empower any AI agent (Claude, Cursor, Codex, Hermes, etc.) to generate end-to-end marketing campaigns - UGC videos, ad videos, product photography and more.

The open-source alternative to closed AI marketing agents.

Install in one command — into Claude Code, Cursor and Codex, whichever you have (needs uv):

npx --yes @supercmo/[email protected] --all

For Cursor, run it in your project with --cursor --project-dir . so the skills land there too.

Then ask your agent to "set me up": bring your own model keys, or sign in and pay per use with SuperCMO's. If the skills are useful to you, a ⭐ helps other people find them.

create an ugc video for this tshirt. it should be a get ready with me reel. snappy. very genz. [product-photo]

create a cartoon video ad in stylized 3D style, promoting my tumbler. make it fun and entertaining. [product-photo]

make me an ad video for this energy drink [product-photo]

See how it works
Quick start
Hosted SuperCMO
Start from a product photo
Why SuperCMO Skills?
How the skills work together
The Marketing Production Pipeline
Install
Set up a key
Security & trust
Telemetry
Community
Contributing
License

See how it works

A full production studio inside Claude. You provide a product photo and a high level (or detailed) brief.

The AI agent then plans the video → writes the script → generates the AI actor → creates storyboards → generates the video clips → stitches them together, and delivers the final video.

The best part? You stay in charge all along.

Quick start

Paste this to your coding agent (Cursor, Codex, …):

Run `npx --yes @supercmo/[email protected] --all`. Once it's installed, run the supercmo-setup skill to complete the setup.

Prefer to run it yourself:

npx --yes @supercmo/[email protected] --all   # every detected host

Run the supercmo-setup skill or ask your agent to "set me up".

Prefer a preview before spending? Every generation supports dry_run — the exact request, no API call.

Hosted SuperCMO

Rather not set anything up? SuperCMO runs these same skills for you, in the browser:

No setup — sign in and start; nothing to install, no keys to manage.
A workspace per brand — a private sandbox where the agent runs code and keeps your files.
Publishing — connect your accounts, approve a post, and it goes out to Instagram (Business account), a Facebook Page, LinkedIn (your profile), YouTube or Reddit.
A calendar — your scheduled posts and recurring tasks in one place, to edit or cancel.

Try SuperCMO →

Start from a product photo

Starting from your product is faster than describing a video from a blank prompt.

Hand SuperCMO a single product photo and it builds a UGC ad around it - a creator on camera reviewing, unboxing, trying on, or demoing your product:

Upload a product photo and give a short brief
It analyzes the product, picks the format, casts the creator, and writes the script. Then shows you the concept and waits for your approval before spending a cent
Once approved, it generates the storyboards, renders each clip, stitches them together, and hands back the finished video

"Make a 30-second unboxing UGC ad for this product." [attach product photo]

What you get back is not a random clip. You get:

You stay in charge - approve the creator, the concept, and the script before anything renders, and change any part along the way.
Consistency built in - maintains the same actor and product across every clip, through the storyboard and anchor references
A finished, scroll-stopping video - delivered at the length you asked for, ready to post

Works inside Claude Code, Cursor, Codex, Hermes - any agent that supports the Agent Skills spec.

Why SuperCMO Skills?


You direct, it produces	SuperCMO doesn't decide what your campaign should say — you do. It handles the production work underneath: scripting to your brief, casting, shooting, editing. It checks in at every step, so you can redirect it mid-run instead of accepting whatever comes out the end.
No tool hopping	Making one video ad today means jumping between tools: script in one, images in another, voice in a third, video in a fourth, then stitching it in an editor. SuperCMO does it all from a single brief, in one place.
The right model, picked for you	Every AI image/video model works differently and needs different prompting. Knowing that Veo wants one kind of prompt and Kling another — and which to reach for in the first place — is most of the work. SuperCMO's skills already know. You write the brief; it handles the rest.
Consistency across every shot	One good clip is easy. Ten clips where the product and the face stay identical is the part that breaks. SuperCMO storyboards before it renders and locks a reference into every generation, so continuity holds across the whole cut.
Editing included	It doesn't just hand back a raw 10-second clip. It generates the media, splits long clips, trims footage, adds voiceover, and stitches everything into a finished asset.
Pay per use, no subscription	Most marketing tools charge monthly whether you use them or not. SuperCMO doesn't — bring your own vendor keys (free), or generate on SuperCMO's keys and pay per use. No lock-in.
Runs where you already work	Inside Claude Code, Cursor, OpenAI Codex, Hermes, Openclaw, or any agent that supports the Agent Skills spec. Your keys and files stay on your machine.

How the skills work together

You act as the creative director, and your agent uses SuperCMO skills to orchestrate the entire production pipeline.

Here is an example of how the skills chain together behind the scenes to execute a complex brief like: "Make a 1-minute video ad for this product [URL] with a voiceover."

[Brief] "Make a 1-minute video ad for this product [URL] with a voiceover."
   │
   ├── 1. Analyze ──> Scrapes the URL to understand the product and fetch product images.
   │
   ├── 2. Plan    ──> Breaks the 60s brief into four 15-second shots.
   │                  Writes the script and shot list.
   │
   ├── 3. Image  ──> Generates master reference images of the product 
   │                 using the best image models.
   │
   ├── 4. Video  ──> Generates the 4 video clips. Locks the anchor reference 
   │                  into every shot so the product doesn't shape-shift.
   │
   ├── 5. Audio   ──> Adds a voiceover, budgeting the script to match the 
   │                  exact length of the video.
   │
   └── 6. Stitch  ──> Stitches the finished clips together to create one 
                      continuous 1-minute video file.

The Marketing Production Pipeline

SuperCMO installs a full creative agency into your text-based agent. It doesn't just generate media; it orchestrates the specific steps required to make high-converting ads:

Product Analysis - Scrapes your URLs to extract brand guidelines, materials, and features so the AI models don't hallucinate your product.
Ad Copy & Scripting - Breaks the brief into a shot-by-shot ad script tailored for platforms like Meta, TikTok, or YouTube.
Visual Generation - Produces master reference images and locks them as anchors so your product looks consistent in every video frame.
Audio & Voiceover - Generates natural, high-energy voiceovers paced perfectly to your video duration.
Post-Production - Trims footage, syncs audio, and stitches the final MP4.

These are the discrete skills installed into your agent to run that pipeline:

Skill	Description
generating-ugc-videos	Produces UGC videos of any length - like review, unboxing, try-on, tutorial and more. It casts the actor, writes the script, and storyboards multiple clips to lock in actor and product consistency. It lets you direct every step to get a cohesive, ready-to-run ad in minutes.
generating-ad-videos	Produces a polished, cinematic product commercial in your brand's voice — a no-actor product showcase or an actor-led story ad, at any length. It storyboards every clip to hold your real product identical across cuts, writes the voiceover and casts the actor when the ad calls for one, then stitches it into one ready-to-run spot you approve step by step before anything expensive renders.
generating-cartoon-videos	Produces a drawn, animated video for your product — cartoon, anime, illustrated or painted, at any length. Your product either stays exactly as photographed or is drawn into the style, and a cast of characters carries the story around it. It settles one art style, writes the story, draws your cast once so every cut is the same cast, then films it clip by clip and lays a voiceover over the top — with your approval before anything expensive renders.
cloning-video-ads	Recreates a video ad you admire with your own product. It watches the reference ad, works out the shots, pacing, camera and voiceover that make it work, then rebuilds the same structure around your product — swapping the product, brand and spoken lines for yours while holding the original's craft. You approve the plan before anything expensive renders, and it comes back as one finished clip.
generating-image-ads	Produces a scroll-stopping image ads for your product — one image, or a set in every placement ratio your feed needs. It keeps your real product and your brand identity perfectly consistent across every frame, and shapes the offer and claims you give it into a well designed ad, following industry best practices.
generating-product-photos	Directs a commercial photoshoot around your product, automatically applying the correct lighting, framing, camera angles and props to deliver studio-quality product shots across 10+ formats.
researching-competitor-ads	Analyzes what your competitors are advertising and shows you what is actually working — the ads that have run longest, the ones they quietly dropped, and what the winners have in common. A vision model watches the image and video ads that carry the signal — the long-runners, the ones just launched, the ones they dropped — the whole way through. So you learn how each one is built: the hook, the pacing, when the product lands, the proof and the offer. You also get the angles nobody in your category has taken.
analyzing-own-ads	Audits your own advertising the way you would a competitor's — pulling every ad you run from the public library and watching the creative the whole way through. You get the map of what you already cover: which angles, hooks and formats you run, which ads have held longest, what you quietly stopped and how fast, and which winners are still carrying the account with nothing newer built beside them.
planning-campaigns	Decides what your next ads should be. It reads your brand, your product, the ads you already run and what competitors are doing, then writes concepts ranked by what is worth testing — each a full description of one ad, the buyer it targets and the bet it tests, with the proof it rests on and the skill that would build it. Approve the plan and it builds the concepts you pick, one by one, through the specialist skills.
onboarding-user	Sets your brand up from one link. Give it your website and it works out who you are — your voice, your audience, what you sell — finds who you compete with, and writes both where every future session will find them.
supercmo-setup	Gets you from installed to generating in a few simple steps
adapting-formats	Takes an ad you already have and remakes it in every other size you need it in. It reads your ad first, works out what has to move and what fills the space the new shape opens up, and shows you that plan before it spends anything — then rebuilds each shape around the original so your product, palette and wording stay recognisably the same rather than being stretched, cropped or letterboxed into a mess.
analyzing-brand	Works out your brand from your website — your colours, fonts and logo, how you sound, who you sell to, what you sell, and the claims you stand behind. Anything your site doesn't actually say is written down as unconfirmed rather than invented, so the skills that plan and make your ads work from your real brand.
analyzing-products	Analyzes an e-commerce link or photo to map out your product's exact physical mechanics and extract clean reference images, building a highly accurate creative brief without any manual research or extraction.
generating-ai-actors	Casts a distinct, demographic-specific AI actor as a reusable identity reference, allowing you to reliably feature the exact same brand face across an entire multi-asset image and video campaign.
generating-audio	Converts scripts into audio. Lets you preview voice candidates from top models before generating. It then formats your script's numbers, dates, and URLs so the chosen AI model pronounces them accurately.
generating-images	Routes your brief to the best of 10+ SOTA image models (like Nano Banana, GPT Image), writes detailed prompts as per model specifications and generates multiple variations instantly.
generating-storyboards	Draws out your entire video concept clip-by-clip as static images, enforcing strict character and product continuity so you can approve camera angles and visual flow before committing to expensive video renders.
generating-videos	Routes your brief to the best of 10+ SOTA video models (like Veo, Seedance), writes detailed prompts as per model specifications and generates multi-clip stories that hold continuity across cuts, stitched into one file.
identifying-competitors	Finds who a brand competes with: searches the web for the alternatives buyers compare it against, proposes a shortlist with a source per name, and confirms the real ones for other skills to build on.
writing-ad-copy	Writes the text that runs alongside your ad — headline, primary text, description and call to action — tuned to the fields and best practices of each platform it runs on: Facebook and Instagram, Google Search, LinkedIn, TikTok, X and Reddit. It works one angle several ways and sizes each field so nothing gets cut off in the feed.
writing-video-prompts	Translates your scenes into the highly specific, detailed instructions that different video models require. It times the camera motion and steers around known AI rendering limits to match your exact visual brief.
writing-video-scripts	Drafts spoken scripts built around proven opening hooks designed specifically to stop the scroll. It sizes the text to fit your exact runtime and paces words across natural breath points for human delivery.

Install

npx --yes @supercmo/[email protected] --claude               # Claude Code
npx --yes @supercmo/[email protected] --cursor --project-dir .  # Cursor (per project)
npx --yes @supercmo/[email protected] --codex                # Codex
npx --yes @supercmo/[email protected] --all                  # every detected host

If the SuperCMO tools don't show up in your agent afterward, restart it once.

Claude Code plugin - an alternative to npx … --claude (use one, not both): the whole repo installs as one plugin, managed by Claude Code:

/plugin marketplace add SupercmoHQ/superCMO-skills
/plugin install supercmo@superCMO-skills

Codex plugin - an alternative to npx … --codex (use one, not both): installs the skills + MCP server as one plugin, managed by Codex:

codex plugin marketplace add SupercmoHQ/superCMO-skills
codex plugin add supercmo@superCMO-skills

Claude Cowork / Claude desktop - download supercmo-plugin.zip from the latest release, then Settings → Plugins → Upload local plugin.

npx --yes @supercmo/[email protected] --all   # or --cursor --project-dir . · --codex · --all

Set up a key

Generation needs a key. Two ways — pick one:

Option A · Managed — one command

Generate on SuperCMO's keys, pay per use — no vendor signups, nothing to paste.

npx --yes @supercmo/[email protected] login

Opens SuperCMO in your browser to sign in and authorize this device; the key is written to ~/.supercmo/.env automatically. Buy credits in the web app when you're ready.

Option B · Bring your own keys — free

Bring your own vendor keys — requests go directly to the model vendor; nothing routes through SuperCMO.

One file, every host. The installer creates ~/.supercmo/.env; the MCP server loads your keys from there on any host (Claude Code, Cursor, Codex, …). Open it and add a key:

# ~/.supercmo/.env
WAVESPEED_API_KEY=your-key # image + video (start here) — https://wavespeed.ai
FAL_KEY=                   # image + video (alternative) — https://fal.ai
ELEVENLABS_API_KEY=        # voiceover (optional)        — https://elevenlabs.io
GEMINI_API_KEY=            # image/video analysis (opt.) — https://aistudio.google.com
FIRECRAWL_API_KEY=         # url extraction (optional)   — https://firecrawl.dev

One key to start: WAVESPEED_API_KEY covers image + video and is what we recommend — users report better reliability there. FAL_KEY is fully supported too and serves the same models, so use it if that's the account you already have. With both set, WaveSpeed is used; SUPERCMO_MEDIA_PROVIDER=fal picks the other. The rest are optional — add one when you want that capability (voiceover, analysis, extraction).
Prefer environment variables? Exporting the key (or putting it in your host's MCP config env block) also works and takes precedence — ~/.supercmo/.env is just the reliable default that also works for GUI-launched hosts that don't inherit your shell.
Check what's set: ask your agent to run the setup_status tool (host-agnostic, no path needed).

Security & trust

These skills run inside your agent. Exactly what happens:

Open source & inspectable. Every skill, script, and the MCP server lives in this repo under Apache-2.0 — read, diff, or pin before you run it.
Your keys stay local (BYOK). With your own vendor keys, they live in ~/.supercmo/.env (or your host's MCP config env / your shell); the server reads them from its process environment and requests go directly to the vendor — nothing routes through SuperCMO. With the managed key, requests go to SuperCMO's proxy (billed to your credits) — you never hand us a vendor key.
The MCP server is local + minimal. A stdlib-only Python package (supercmo-skills on PyPI, source in scripts/supercmo_skills/mcp/), fetched and run on demand via uvx supercmo-skills@<version> — it runs on your machine, launched by your host, and starts only when your host enables the plugin.
Dry-run everything. Generation tools support dry_run - a free preview of the exact request (keys masked), no API call.

Found something off? Open an issue.

Telemetry

SuperCMO sends anonymous, opt-out usage counts from the MCP server so we can see which tools get used and prioritize. Full details in TELEMETRY.md.

What we send: the tool name, whether it succeeded, how long it took, the model and provider, whether it used your own key or SuperCMO's, an error code if it failed, versions (OS / Python / SuperCMO), and a random install id. The full list is in TELEMETRY.md.
What we NEVER send: your prompts, tool arguments, generated media, file paths, keys, hostname, username, or IP address.
Turn it off (any one): SUPERCMO_TELEMETRY=false, DO_NOT_TRACK=1, or DISABLE_TELEMETRY=1. It also honors Claude Code's CLAUDE_CODE_DISABLE_NONESSENTIAL_TRAFFIC.
See what would be sent: run with SUPERCMO_TELEMETRY=log - prints each payload instead of sending.
Events go to our own endpoint (api.getsupercmo.ai), never a third-party analytics host. The random install id is never linked to any account.

Community

Questions, ideas, or something you built? Open an issue or discussion. Kshitiz (@kshitizkgp) reads every new issue and replies within one working day.

Contributing

New skills and improvements welcome - see CONTRIBUTING.md. In short:

Create skills/<your-skill>/ (folder name = the name in frontmatter), using skills/generating-images/ as the reference layout.
Keep SKILL.md short; push detail into references/, deterministic work into scripts/ (stdlib-only where possible, BYO-keys from env, --dry-run on anything that mutates).
Validate - CI runs the same on every PR:

python3 scripts/quick_validate.py       # structural + strict-YAML frontmatter (blocking)
python3 scripts/listing_gate.py         # scripts compile + --dry-run gates (blocking)
python3 scripts/check_shared_client.py  # no raw vendor HTTP - the brokering seam (blocking)
python3 scripts/check_catalog_sync.py   # provider-key catalog single-sourced (blocking)

License

Apache-2.0 - see LICENSE and NOTICE.

The skill files, scripts, and MCP server in this repository are Apache-2.0. The hosted SuperCMO product (getsupercmo.ai) is a separate service governed by its own terms.

If SuperCMO saved you time, a ⭐ helps others find it.

Built by SuperCMO · Report an issue

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install SuperCMO Skills?

Does SuperCMO Skills need an API key?

What transport does SuperCMO Skills use?

When was SuperCMO Skills last checked?

Documentation

SuperCMO Skills

Enable AI agents to create marketing videos and images

Contents

See how it works

Quick start

Hosted SuperCMO

Start from a product photo

Why SuperCMO Skills?

How the skills work together

The Marketing Production Pipeline

Install

Set up a key

Option A · Managed — one command

Option B · Bring your own keys — free

Security & trust

Telemetry

Community

Contributing

License

Add this server

Host a copy with our keys and logs.

Server facts

Tools

Questions

How do I install SuperCMO Skills?

Does SuperCMO Skills need an API key?

What transport does SuperCMO Skills use?

When was SuperCMO Skills last checked?

Documentation

SuperCMO Skills

Enable AI agents to create marketing videos and images

Contents

See how it works

Quick start

Hosted SuperCMO

Start from a product photo

Why SuperCMO Skills?

How the skills work together

The Marketing Production Pipeline

Install

Set up a key

Option A · Managed — one command

Option B · Bring your own keys — free

Security & trust

Telemetry

Community

Contributing

License