Vercel Composition Patterns
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
Create .md skill files for Output framework's lazy-loaded instruction system.
$ npx skills add growthxai/output --skill output-dev-skill-file -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install growthxai/output output-dev-skill-file --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/growthxai/output.git skills-src && mkdir -p .claude/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .claude/skills/output-dev-skill-file && 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 "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .claude/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-fileType 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 growthxai/output --skill output-dev-skill-file -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install growthxai/output output-dev-skill-file --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .agents/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .agents/skills/output-dev-skill-file && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .agents/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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 growthxai/output --skill output-dev-skill-file -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install growthxai/output output-dev-skill-file --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .cursor/skills/output-dev-skill-file && 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 "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .cursor/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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/growthxai/output.git --path coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file--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 growthxai/output --skill output-dev-skill-file -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install growthxai/output output-dev-skill-file --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .gemini/skills/output-dev-skill-file && 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 "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .gemini/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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 growthxai/output output-dev-skill-fileInstalls 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 growthxai/output --skill output-dev-skill-file -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .github/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .github/skills/output-dev-skill-file && 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 "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .github/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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 growthxai/output --skill output-dev-skill-file -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install growthxai/output output-dev-skill-file --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file .opencode/skills/output-dev-skill-file && 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 "output-dev-skill-file" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file into .opencode/skills/output-dev-skill-file/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-skill-file", 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.
output-dev-skill-fileCreate .md skill files for Output framework's lazy-loaded instruction system.
Output Dev Skill File is an agent skill from growthxai/output. Create .md skill files for Output framework's lazy-loaded instruction system. Use when adding skills to prompts, configuring skill loading, or debugging skill resolution.
Its SKILL.md is about 2.1k 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 Development. The repository describes itself as: The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already… The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit ff9e1ab. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown, yaml and typescript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Output Dev Skill File loads about 2.1k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 571 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.
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.
The full file from growthxai/output at commit ff9e1ab, republished under its Apache-2.0 licence (© growthxai). 571 words, ~2,129 tokens.
.claude/skills/output-dev-skill-file/SKILL.md (or your agent's skills folder).This skill documents how to create .md skill files for the Output framework's skills system. Skills are lazy-loaded instruction packages that keep prompts lightweight. The LLM sees a list of skill names and descriptions in the system message, then calls a load_skill tool to retrieve full instructions on demand.
Important: These are framework skills (.md files loaded by LLMs at runtime), not Claude Code plugin skills. The naming is similar but the systems are separate.
load_skill tool issuesSkill files live in a skills/ folder next to the prompt file. List that folder (or individual files) in the prompt frontmatter. A sibling skills/ directory is not loaded unless the prompt names it:
src/workflows/{workflow-name}/
├── workflow.ts
├── steps.ts
├── types.ts
└── prompts/
├── writing_assistant@v1.prompt
└── skills/
├── clarity_guidelines.md
├── response_format.md
└── structure_guide.mdThe skills/ folder is relative to the prompt file location, not the workflow root.
Skill files are markdown documents with an optional YAML frontmatter block:
---
name: clarity_guidelines
description: Rules for writing clear, readable technical content
---
# Clarity Guidelines
When reviewing or writing technical content for clarity:
1. **Sentence length**: Keep sentences under 25 words when possible.
Break complex ideas into multiple sentences.
2. **Active voice**: Prefer active voice ("The function returns X")
over passive ("X is returned by the function").
3. **Jargon**: Define technical terms on first use.
Avoid unnecessary acronyms without explanation.
4. **Concrete examples**: Every abstract concept should have
a concrete example.
When applying this skill, flag any violations you find
and suggest improvements.| Field | Required | Default | Description |
|---|---|---|---|
name | No | Filename without .md | Identifier the LLM uses with load_skill |
description | No | Same as name | Shown in system message, helps LLM decide when to load |
| Body | Yes | - | Full instructions returned when LLM calls load_skill |
If you omit the frontmatter entirely, the filename (without .md) is used as both the name and description. A file named clarity_guidelines.md with no frontmatter gets name: "clarity_guidelines" and description: "clarity_guidelines".
Write good descriptions. They appear in the system message and are what the LLM uses to decide whether to load a skill. "Rules for writing clear, readable technical content" is better than "clarity_guidelines".
List skill paths in the prompt YAML frontmatter. Paths resolve relative to the prompt file and can be individual .md files or directories of .md files. (Model lines below are current as of 2026-05-04 - refresh via output-dev-model-selection.)
---
provider: anthropic
model: claude-sonnet-4-6
maxOutputTokens: 2048
skills:
- ./skills
- ../shared_skills/tone_guide.md
---
<system>
You are an expert technical writing assistant.
Use load_skill to get full instructions for any skill before applying it.
</system>
<user>
Review the following {{ content_type }} content focusing on {{ focus }}.
Content:
{{ content }}
</user>At runtime, Output loads the listed paths and:
load_skill tool the LLM can callList skill paths in the prompt frontmatter.
Omit skills (or set skills: []) when a prompt should load none. A sibling skills/ folder used by other prompts in the same directory is not inherited.
---
name: response_format
description: Standard format requirements for all review responses
---
# Response Format
Every response MUST end with the exact string "OUTPUT_COMPLETE" on its own line.
Structure your review as follows:
1. **Summary**: 2-3 sentence overview of the content quality
2. **Issues**: Numbered list of specific problems found
3. **Suggestions**: Actionable improvements for each issue
4. **Score**: Overall quality score from 0-100
OUTPUT_COMPLETE---
provider: anthropic
# current as of 2026-05-04 - run output-dev-model-selection for the latest
model: claude-sonnet-4-6
maxOutputTokens: 2048
skills:
- ./skills
---
<system>
You are an expert technical writing assistant.
Use load_skill to get the full instructions for any skill before applying it.
After reviewing, provide structured feedback with specific issues and suggestions.
</system>
<user>
Review the following {{ content_type }} content focusing on {{ focus }}.
Content:
{{ content }}
</user>import { step, z } from '@outputai/core';
import { Agent, aiSdk } from '@outputai/llm';
export const reviewContent = step( {
name: 'reviewContent',
description: 'Review content using skills for specialized expertise',
inputSchema: z.object( {
content: z.string(),
content_type: z.string(),
focus: z.string()
} ),
outputSchema: z.object( {
summary: z.string(),
issues: z.array( z.string() ),
suggestions: z.array( z.string() ),
score: z.number()
} ),
fn: async input => {
const agent = new Agent( {
prompt: 'writing_assistant@v1',
variables: input,
output: aiSdk.Output.object( {
schema: z.object( {
summary: z.string().describe( '2-3 sentence overview' ),
issues: z.array( z.string() ).describe( 'Specific problems found' ),
suggestions: z.array( z.string() ).describe( 'Actionable improvements' ),
score: z.number().describe( 'Quality score 0-100' )
} )
} )
} );
const { output } = await agent.generate();
return output;
}
} );Each skill should cover one area of expertise. Prefer multiple focused skills over one large skill:
skills/
├── clarity_guidelines.md # Writing clarity
├── structure_guide.md # Document structure
└── response_format.md # Output formattingThe description appears in the system message. Make it clear when the LLM should load this skill:
---
name: clarity_guidelines
description: Rules for writing clear, readable technical content
---Not:
---
name: clarity_guidelines
description: clarity_guidelines
---Use markdown headers and lists for scannable instructions:
# Clarity Guidelines
## Rules
1. Keep sentences under 25 words
2. Prefer active voice
3. Define jargon on first use
## When to Flag
- Sentences over 30 words
- Passive voice in instructions
- Undefined acronymsTell the LLM what to do with the skill, not just what the skill is about:
When applying this skill, flag any violations you find and suggest improvements.skills: ./skills or explicit files)description in frontmatterload_skill in the system messageskills (or set skills: [])maxSteps when the tool-loop ceiling should not be 10output-dev-prompt-file - Creating .prompt files that use skillsoutput-dev-agent-class - Using the Agent class with skillsoutput-dev-step-function - Using skills in step functionsoutput-dev-folder-structure - Understanding skill file locations© growthxai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file of growthxai/output.
Open the folder on GitHubat commit ff9e1ab
Output Dev Skill File 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 |
|---|---|---|---|---|---|---|
| Output Dev Skill File this skillgrowthxai/output | 442 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Composition Patternssupabase/supabase | 111k | 58 repos | ~726 | Automated safety check: Pass | MIT | |
| Finishing a Development Branchobra/superpowers | 297k | 5 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Typescript Advanced Typesrolling-scopes/rsschool-app | 10k | 25 repos | ~4.2k | Automated safety check: Pass | MPL-2.0 | |
| PR Babysitteropeninterpreter/openinterpreter | 69k | 3 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Review ChecklistshareAI-lab/learn-claude-code | 78k | 5 repos | ~1.1k | Automated safety check: Pass | MIT |
supabase/supabase
React composition patterns that scale. An agent skill from supabase/supabase.
obra/superpowers
Walks the last step of a branch: confirm tests pass, detect the git environment, ask how to integrate, carry out your choice and clean up the worktree.
rolling-scopes/rsschool-app
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications.
openinterpreter/openinterpreter
Watches an open GitHub pull request until it merges, handling review comments, diagnosing CI failures and retrying flaky checks along the way.
shareAI-lab/learn-claude-code
Reviews code against a five-part checklist covering security, correctness, performance, maintainability and testing, and reports findings in a fixed format.
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
growthxai/output
Zod schema constraints that Anthropic rejects or silently ignores when sent as structured-output tool definitions via aiSdk.Output.object().
growthxai/output
Implement an Output SDK workflow from a plan document. An agent skill from growthxai/output.
growthxai/output
View, edit, and set encrypted credentials in an Output.ai project.
growthxai/output
Wire encrypted credentials to environment variables using the credential: convention.
growthxai/output
Initialize encrypted credentials for an Output.ai project. An agent skill from growthxai/output.
growthxai/output
Debug Output SDK workflow issues. An agent skill from growthxai/output.
Categories
Create .md skill files for Output framework's lazy-loaded instruction system. Output Dev Skill File is an agent skill from growthxai/output.md skill files for Output framework's lazy-loaded instruction system.
Output Dev Skill File fits situations like: adding skills to prompts; configuring skill loading; debugging skill resolution.
Run `npx skills add growthxai/output --skill output-dev-skill-file -a claude-code`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file in growthxai/output) into .claude/skills/output-dev-skill-file in your project. Claude Code loads it when a task matches its description.
Run `npx skills add growthxai/output --skill output-dev-skill-file -a codex`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-dev-skill-file in growthxai/output) into .agents/skills/output-dev-skill-file in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add growthxai/output --skill output-dev-skill-file -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/output-dev-skill-file, .gemini/skills/output-dev-skill-file, .github/skills/output-dev-skill-file and .opencode/skills/output-dev-skill-file in your project.
SKILL.md names no scripts, command-line tools or credentials: Output Dev Skill File is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit.
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.
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.
Output Dev Skill File is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Output Dev Skill File: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
growthxai (a GitHub organization) maintains it in growthxai/output, which has 442 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 8, 2026.
Source: growthxai/output on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.