output-dev-create-skeleton
Generate workflow skeleton files using the Output SDK CLI. Use when starting a new workflow, scaffolding project structure, or understanding the generated file layout.
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Generate workflow skeleton files using the Output SDK CLI. Use when starting a new workflow, scaffolding project structure, or understanding the generated file layout.
Comprehensive guide to Output.ai Framework for building durable, LLM-powered workflows orchestrated by Temporal. Covers project structure, workflow patterns, steps, LLM integration, HTTP clients, and CLI comman...
Validate and fix folder structure for Output SDK workflows. Use to ensure migrated workflows follow the correct structure conventions.
Post-flight validation for Output SDK workflow operations. Systematic verification of step completion, convention compliance, quality validation, and deliverable verification.
Create workflow.ts files for Output SDK workflows. Use when defining workflow functions, orchestrating steps, or fixing workflow structure issues.
Create .prompt files for LLM operations in Output SDK workflows. Use when designing prompts, configuring LLM providers, or using Liquid.js templating.
Verify Output SDK development services are running. Use when debugging workflows, starting development, encountering connection errors, services may be down, or when you see "ECONNREFUSED" or timeout errors.
Convert Flow SDK workflow class to Output SDK workflow() function. Use when migrating workflow.ts files from class-based to functional definitions.
Fix missing schema definitions in Output SDK steps. Use when seeing type errors, undefined properties at step boundaries, validation failures, or when step inputs/outputs aren't being properly typed.
Convert Flow SDK activities.ts to Output SDK steps.ts. Use when migrating activity functions to step definitions with typed parameters.
Analyze Output SDK workflow execution traces. Use when debugging a specific workflow, examining step failures, analyzing input/output data, understanding execution flow, or when you have a workflow ID to invest...
Complete migration validation checklist for Flow to Output SDK. Use after migration to verify completeness and correctness.
Convert inline prompts and prompt arrays to .prompt files with YAML frontmatter. Use when migrating prompts from Flow SDK format to Output SDK prompt files.
Create step functions in steps.ts for Output SDK workflows. Use when implementing I/O operations, error handling, HTTP requests, or LLM calls.
Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.
Fix try-catch anti-pattern in Output SDK workflows. Use when retries aren't working, errors are being swallowed, seeing unexpected FatalError wrapping, or when step failures don't trigger retry policies.
Create types.ts files with Zod schemas for Output SDK workflows. Use when defining input/output schemas, creating type definitions, or fixing schema-related errors.
Fix Zod schema import issues during Flow to Output SDK migration. Use when seeing "incompatible schema" errors, type errors at step boundaries, or when migrating files that import from 'zod' directly.
Remove try-catch antipattern from step calls during Flow to Output SDK migration. Use when converting workflow code that wraps step calls in try-catch blocks.
List all available Output SDK workflows in the project. Use when discovering what workflows exist, checking workflow names, exploring the project's workflow structure, or when unsure which workflows are availab...
Fix non-determinism errors in Output SDK workflows. Use when seeing replay failures, inconsistent results between runs, "non-deterministic" error messages, or workflows behaving differently on retry.
Create shared HTTP clients in src/clients/ for Output SDK workflows. Use when integrating external APIs, creating service wrappers, or standardizing HTTP operations.
Create test scenario JSON files for Output SDK workflows. Use when creating test inputs, documenting expected behaviors, or setting up workflow testing.
Workflow folder structure conventions for Output SDK. Use when creating new workflows, organizing workflow files, or understanding the standard project layout.
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