Azure Functions
davila7/claude-code-templates
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns.
Create workflow.ts files for Output SDK workflows. An agent skill from growthxai/output.
$ npx skills add growthxai/output --skill output-dev-workflow-function -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install growthxai/output output-dev-workflow-function --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-workflow-function .claude/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .claude/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-functionType 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-workflow-function -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install growthxai/output output-dev-workflow-function --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-workflow-function .agents/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .agents/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-function -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install growthxai/output output-dev-workflow-function --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-workflow-function .cursor/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .cursor/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-function--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-workflow-function -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install growthxai/output output-dev-workflow-function --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-workflow-function .gemini/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .gemini/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-functionInstalls 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-workflow-function -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-workflow-function .github/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .github/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-function -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-workflow-function --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-workflow-function .opencode/skills/output-dev-workflow-function && 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-workflow-function" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function into .opencode/skills/output-dev-workflow-function/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-dev-workflow-function", 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-workflow-functionCreate workflow.ts files for Output SDK workflows. An agent skill from growthxai/output.
Output Dev Workflow Function is an agent skill from growthxai/output. Create workflow.ts files for Output SDK workflows. Use when defining workflow functions, orchestrating steps, or fixing workflow structure issues.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 52b51ac. 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 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 Workflow Function loads about 2k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 340 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 52b51ac, republished under its Apache-2.0 licence (© growthxai). 340 words, ~2,049 tokens.
.claude/skills/output-dev-workflow-function/SKILL.md (or your agent's skills folder).This skill documents how to create workflow.ts files for Output SDK workflows. The workflow file contains the main orchestration logic that coordinates step execution.
// CORRECT - Import from @outputai/core
import { workflow, z } from '@outputai/core';
// WRONG - Never import z from zod
import { z } from 'zod';All imports MUST use .js extension:
// CORRECT
import { stepName } from './steps.js';
import { WorkflowInputSchema } from './types.js';
// WRONG - Missing .js extension
import { stepName } from './steps';
import { WorkflowInputSchema } from './types';CRITICAL: The workflow fn must be deterministic. No direct I/O operations are allowed in the workflow function.
// WRONG - Direct I/O in workflow
export default workflow( {
// ...
fn: async input => {
const response = await fetch( 'https://api.example.com' ); // NEVER do this!
return response.json();
}
} );
// CORRECT - Delegate I/O to steps
export default workflow( {
// ...
fn: async input => {
const result = await fetchDataStep( input ); // Steps handle I/O
return result;
}
} );Related Skill: output-error-nondeterminism
import { workflow, z } from '@outputai/core';
import { stepOne, stepTwo } from './steps.js';
import { WorkflowInputSchema, WorkflowOutput } from './types.js';
export default workflow( {
name: 'workflowName',
description: 'Brief description of what the workflow does',
inputSchema: WorkflowInputSchema,
outputSchema: z.object( { /* output shape */ } ),
fn: async ( input ): Promise<WorkflowOutput> => {
// Orchestrate step calls
const result = await stepOne( input );
const final = await stepTwo( result );
return final;
}
} );Unique identifier for the workflow. Use camelCase.
name: 'contentUtilsImageInfographicNano'Human-readable description of the workflow's purpose.
description: 'Generate high-quality infographic images using AI-powered ideation'Schema for validating workflow input. Import from types.ts.
inputSchema: WorkflowInputSchemaRelated Skill: output-dev-types-file
Schema for validating workflow output.
outputSchema: z.object( {
results: z.array( z.string() ),
metadata: z.object( {
processedAt: z.string()
} )
} )The workflow execution function. Must be deterministic.
fn: async ( input ): Promise<WorkflowOutput> => {
// Step orchestration only - no direct I/O
const result = await processStep( input );
return result;
}Based on a real workflow (image_infographic_nano):
import { workflow, z } from '@outputai/core';
import {
generateImageIdeas,
generateImages,
validateReferenceImages
} from './steps.js';
import {
WorkflowInput,
WorkflowInputSchema,
WorkflowOutput
} from './types.js';
import { normalizeReferenceImageUrls } from './utils.js';
export default workflow( {
name: 'contentUtilsImageInfographicNano',
description: 'Generate high-quality infographic images using Google Gemini 3 Pro Image model with AI-powered ideation',
inputSchema: WorkflowInputSchema,
outputSchema: z.array( z.string() ),
fn: async ( rawInput: WorkflowInput ): Promise<WorkflowOutput> => {
// Pre-process input (pure function - OK in workflow)
const input = {
...rawInput,
referenceImageUrls: normalizeReferenceImageUrls( rawInput.referenceImageUrls )
};
// Conditional step execution
if ( input.referenceImageUrls && input.referenceImageUrls.length > 0 ) {
await validateReferenceImages( {
referenceImageUrls: input.referenceImageUrls as string[]
} );
}
// Sequential step execution
const ideas = await generateImageIdeas( {
content: input.content,
numberOfIdeas: input.numberOfIdeas,
colorPalette: input.colorPalette,
artDirection: input.artDirection
} );
// Parallel step execution
const generations = await Promise.all(
ideas.map( idea =>
generateImages( {
input: {
referenceImageUrls: input.referenceImageUrls,
aspectRatio: input.aspectRatio,
resolution: input.resolution,
numberOfGenerations: input.numberOfGenerations,
storageNamespace: input.storageNamespace
},
prompt: idea
} )
)
);
return generations.flat();
}
} );Execute steps one after another:
fn: async input => {
const step1Result = await stepOne( input );
const step2Result = await stepTwo( step1Result );
const step3Result = await stepThree( step2Result );
return step3Result;
}Execute independent steps concurrently:
fn: async input => {
const [ resultA, resultB, resultC ] = await Promise.all( [
stepA( input ),
stepB( input ),
stepC( input )
] );
return { resultA, resultB, resultC };
}Execute steps based on conditions:
fn: async input => {
if ( input.includeImages ) {
await processImages( input );
}
const result = input.mode === 'fast' ?
await quickProcess( input ) :
await detailedProcess( input );
return result;
}Process multiple items in parallel:
fn: async input => {
const results = await Promise.all(
input.items.map( item => processItem( { item } ) )
);
return { processedItems: results };
}Chain multiple transformations:
fn: async input => {
const extracted = await extractData( input );
const transformed = await transformData( extracted );
const validated = await validateData( transformed );
const enriched = await enrichData( validated );
return enriched;
}workflow and z imported from @outputai/core.js extensionname is camelCase and uniquedescription clearly explains the workflowinputSchema imported from types.tsoutputSchema matches actual return typefn is deterministic (no direct I/O)output-dev-step-function - Creating step functions that handle I/Ooutput-dev-evaluator-function - Using steps in evaluator functionsoutput-dev-types-file - Defining input/output schemasoutput-dev-folder-structure - Where workflow.ts belongsoutput-error-nondeterminism - Fixing determinism violationsoutput-error-zod-import - Fixing schema import issuesoutput-dev-code-style© 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-workflow-function of growthxai/output.
Open the folder on GitHubat commit 52b51ac
Output Dev Workflow Function 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 Workflow Function this skillgrowthxai/output | 440 | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Azure Functionsdavila7/claude-code-templates | 32k | 2 repos | ~344 | Automated safety check: Pass | MIT | |
| Neon Functionssickn33/agentic-awesome-skills | 47k | 1 repos | ~8.6k | Automated safety check: Notes | Apache-2.0 | |
| GCP Cloud Functionssickn33/agentic-awesome-skills | 47k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Securing Serverless Functionsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Performing Serverless Function Security Reviewmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 |
davila7/claude-code-templates
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns.
sickn33/agentic-awesome-skills
Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASEURL injected automatically and compute that runs next to your data.
sickn33/agentic-awesome-skills
Deploy serverless functions on Google Cloud Functions. An agent skill from sickn33/agentic-awesome-skills.
mukul975/Anthropic-Cybersecurity-Skills
Hardens serverless compute platforms (AWS Lambda, Azure Functions, Google Cloud Functions): least-privilege IAM roles, dependency vulnerability scanning, secrets management integration, input…
mukul975/Anthropic-Cybersecurity-Skills
Performing security reviews of serverless functions across AWS Lambda, Azure Functions, and GCP Cloud Functions to identify overly permissive execution roles, insecure environment variables…
onnx/onnx
Add a function body definition to an ONNX operator, defining how it decomposes into simpler ops.
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.
Create workflow.ts files for Output SDK workflows. An agent skill from growthxai/output. Output Dev Workflow Function is an agent skill from growthxai/output.ts files for Output SDK workflows.
Output Dev Workflow Function fits situations like: defining workflow functions; orchestrating steps; fixing workflow structure issues.
Run `npx skills add growthxai/output --skill output-dev-workflow-function -a claude-code`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function in growthxai/output) into .claude/skills/output-dev-workflow-function in your project. Claude Code loads it when a task matches its description.
Run `npx skills add growthxai/output --skill output-dev-workflow-function -a codex`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-dev-workflow-function in growthxai/output) into .agents/skills/output-dev-workflow-function 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-workflow-function -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-workflow-function, .gemini/skills/output-dev-workflow-function, .github/skills/output-dev-workflow-function and .opencode/skills/output-dev-workflow-function in your project.
SKILL.md names no scripts, command-line tools or credentials: Output Dev Workflow Function 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 Workflow Function 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 2k tokens (SKILL.md is roughly 8.2k 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 Workflow Function: Azure Functions (davila7/claude-code-templates, 32k stars), Neon Functions (sickn33/agentic-awesome-skills, 47k stars), GCP Cloud Functions (sickn33/agentic-awesome-skills, 47k stars) and Securing Serverless Functions (mukul975/Anthropic-Cybersecurity-Skills, 34k 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 440 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 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.