Guizang Social Cards
op7418/guizang-social-card-skill
Produces social card sets for Xiaohongshu and WeChat: carousels, Live Photo motion cards and puzzle layouts, and WeChat cover pairs, rendered from single-file HTML.
Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and other titled visual frames.
Install Groups Compose
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Utopai-Research/pai-code groups-compose --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/groups-compose .claude/skills/groups-compose && rm -rf skills-srcUse ~/.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/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .claude/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-composeType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Utopai-Research/pai-code groups-compose --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/groups-compose .agents/skills/groups-compose && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .agents/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Utopai-Research/pai-code groups-compose --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/groups-compose .cursor/skills/groups-compose && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .cursor/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Utopai-Research/pai-code.git --path skills/groups-compose--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Utopai-Research/pai-code groups-compose --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/groups-compose .gemini/skills/groups-compose && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .gemini/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Utopai-Research/pai-code groups-composeInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/groups-compose .github/skills/groups-compose && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .github/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Utopai-Research/pai-code --skill groups-compose -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Utopai-Research/pai-code groups-compose --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Utopai-Research/pai-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/groups-compose .opencode/skills/groups-compose && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "groups-compose" agent skill from https://github.com/Utopai-Research/pai-code/tree/main/skills/groups-compose into .opencode/skills/groups-compose/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "groups-compose", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
groups-compose- GitHub stars
- 355
- Token cost
- ~1.5k tokens
- SKILL.md length
- 686 words
- Files
- 1
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and other titled visual frames.
- Works in 4 steps: Scene grouping → Character-reference set → Act / beat grouping → …
- Nodes on the canvas cluster around a shared meaning and would read more clearly if arranged together and wrapped in a frame
- SKILL.md covers When to propose, Contract, Patterns and Recipe, plus 1 more section
- Calls node
What it does
Groups Compose is an agent skill from Utopai-Research/pai-code. Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and other titled visual frames. Use when nodes on the canvas cluster around a shared meaning and would read more clearly if arranged together and wrapped in a frame. Don't force it — groups are a view concern, not an organizing tax.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Media & Creative. The repository describes itself as: Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent.
When your agent uses it
- Nodes on the canvas cluster around a shared meaning and would read more clearly if arranged together and wrapped in a frame
Example prompts
- “Use the groups-compose skill to design and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference…”
- “/groups-compose”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Scene grouping
- Character-reference set
- Act / beat grouping
- Production-state grouping (opt-in)
What it can do on your machine
Read from SKILL.md and the folder at commit 825bca2. 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
Shell commands in SKILL.md call:
node
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
Groups Compose loads about 1.5k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 686 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 686 words (~1,506 tokens).
“Skip if fewer than 3 members or the tie is just generation order.”
- name
- groups-compose
Files
Just SKILL.md in skills/groups-compose of Utopai-Research/pai-code.
Open the folder on GitHubat commit 825bca2
Compare with similar skills
Groups Compose 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Groups Compose this skillUtopai-Research/pai-code | 355 | — | ~1.5k | Automated safety check: Pass | Custom licence | |
| Guizang Social Cardsop7418/guizang-social-card-skill | 7.4k | 1 repos | ~7.8k | Automated safety check: Pass | AGPL-3.0 | |
| Weekly Changelog Videoheygen-com/hyperframes | 59k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Anthropic Brand Stylinganthropics/skills | 180k | 30 repos | ~559 | Automated safety check: Pass | Apache-2.0 | |
| MoneyPrinterTurbo Video Generatorharry0703/MoneyPrinterTurbo | 129k | — | ~2.1k | Automated safety check: Warn | MIT | |
| Brag Slim Launch Video Makerlatent-spaces/brag | 14k | 1 repos | ~1.9k | Automated safety check: Pass | MIT |
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MoneyPrinterTurbo Video Generator
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Brag Slim Launch Video Maker
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More from Utopai-Research/pai-code
Video Compose
Utopai-Research/pai-code
Generates and prompts video clips on the filmmaking canvas. An agent skill from Utopai-Research/pai-code.
Script Compose
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Handles explicit screenplay/story work on the filmmaking canvas.
Story To Video Workflow
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Voice Compose
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Image Compose
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Related
Categories
Questions about Groups Compose
What does Groups Compose do?
Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and other titled visual frames. Groups Compose is an agent skill from Utopai-Research/pai-code. Designs and maintains semantic groupings and readable layouts on the filmmaking canvas — scenes, character-reference sets, act beats, and other titled visual frames.
When should I use Groups Compose?
Groups Compose fits situations like: nodes on the canvas cluster around a shared meaning and would read more clearly if arranged together and wrapped in a frame.
How do I install Groups Compose in Claude Code?
Run `npx skills add Utopai-Research/pai-code --skill groups-compose -a claude-code`. Or copy the skill folder (skills/groups-compose in Utopai-Research/pai-code) into .claude/skills/groups-compose in your project. Claude Code loads it when a task matches its description.
How do I install Groups Compose in Codex?
Run `npx skills add Utopai-Research/pai-code --skill groups-compose -a codex`. Or copy the skill folder (skills/groups-compose in Utopai-Research/pai-code) into .agents/skills/groups-compose in your project. Codex loads it when a task matches its description.
Can I use Groups Compose 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 Utopai-Research/pai-code --skill groups-compose -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/groups-compose, .gemini/skills/groups-compose, .github/skills/groups-compose and .opencode/skills/groups-compose in your project.
What does Groups Compose need to run?
Going by SKILL.md and its folder, Groups Compose needs the command-line tools its instructions call (node).
Does Groups Compose 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 Groups Compose 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 Groups Compose use?
Groups Compose has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Groups Compose use?
About 1.5k tokens (SKILL.md is roughly 6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Groups Compose?
Skills that share tags, products or a category with Groups Compose: Guizang Social Cards (op7418/guizang-social-card-skill, 7.4k stars), Weekly Changelog Video (heygen-com/hyperframes, 59k stars), Anthropic Brand Styling (anthropics/skills, 180k stars) and MoneyPrinterTurbo Video Generator (harry0703/MoneyPrinterTurbo, 129k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Groups Compose?
Utopai-Research (a GitHub organization) maintains it in Utopai-Research/pai-code, which has 355 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on September 29, 2026.
Source: Utopai-Research/pai-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.