Validate and fix folder structure for Output SDK workflows. Use to ensure migrated workflows follow the correct structure conventions.
Quellsprache: Englisch
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Validate and fix folder structure for Output SDK workflows. Use to ensure migrated workflows follow the correct structure conventions.
Quellsprache: Englisch
Convert Flow SDK activities.ts to Output SDK steps.ts. Use when migrating activity functions to step definitions with typed parameters.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Convert Flow SDK workflow class to Output SDK workflow() function. Use when migrating workflow.ts files from class-based to functional definitions.
Quellsprache: Englisch
Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.
Quellsprache: Englisch
Fix ESLint issues in migrated Output SDK code. Use when seeing lint errors after migration, or when writing new Output SDK code that needs to follow project conventions.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Complete migration validation checklist for Flow to Output SDK. Use after migration to verify completeness and correctness.
Quellsprache: Englisch
Generate workflow skeleton files using the Output SDK CLI. Use when starting a new workflow, scaffolding project structure, or understanding the generated file layout.
Quellsprache: Englisch
Store and reference encrypted secrets in Output SDK workflows using @outputai/credentials. Use when integrating API keys, database passwords, or third-party tokens.
Quellsprache: Englisch
Create offline evaluation tests for Output SDK workflows using @outputai/evals. Use when implementing test evaluators with verify(), creating dataset YAML files, building eval workflows, or running workflow tests via CLI.
Quellsprache: Englisch
Create evaluator functions in evaluators.ts for Output SDK workflows. Use when implementing quality assessment, validation logic, or content evaluation.
Quellsprache: Englisch
Create shared HTTP clients in src/shared/clients/ for Output SDK workflows. Use when integrating external APIs, creating service wrappers, or standardizing HTTP operations.
Quellsprache: Englisch
Create .prompt files for LLM operations in Output SDK workflows. Use when designing prompts, configuring LLM providers, or using Liquid.js templating.
Quellsprache: Englisch
Create step functions in steps.ts for Output SDK workflows. Use when implementing I/O operations, error handling, HTTP requests, or LLM calls.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Create workflow.ts files for Output SDK workflows. Use when defining workflow functions, orchestrating steps, or fixing workflow structure issues.
Quellsprache: Englisch
Fix direct I/O in Output SDK workflow functions. Use when workflow hangs, returns undefined, shows "workflow must be deterministic" errors, or when HTTP/API calls are made directly in workflow code.
Quellsprache: Englisch
Fix HTTP client misuse in Output SDK steps. Use when seeing untraced requests, missing error details, axios-related errors, or when HTTP calls aren't being properly logged and retried.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Fix Zod schema import issues in Output SDK workflows. Use when seeing "incompatible schema" errors, type errors at step boundaries, schema validation failures, or when schemas don't match between steps.
Quellsprache: Englisch
Pre-flight validation checks for Output SDK workflow operations. Ensures conventions are followed, requirements are gathered, and quality gates are passed before workflow execution.
Quellsprache: Englisch
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, CLI commands, and complete inventory of available tools.
Quellsprache: Englisch
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 investigate.
Quellsprache: Englisch
Catalog and analyze prompts in Flow SDK workflows before conversion. Use to identify prompt formats, variables, and conversion requirements.
Quellsprache: Englisch
Analyze Flow SDK workflow structure before migration. Use to map inputs, outputs, steps, control flow, and dependencies.
Quellsprache: Englisch
Convert Handlebars template syntax to Liquid.js in prompts. Use when migrating prompt templates from Flow SDK to Output SDK.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Post-flight validation for Output SDK workflow operations. Systematic verification of step completion, convention compliance, quality validation, and deliverable verification.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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 available to run.
Quellsprache: Englisch
Get the result of an Output SDK workflow execution. Use when retrieving the output of a completed workflow, getting the return value, or checking what a workflow produced after async execution.
Quellsprache: Englisch
Execute an Output SDK workflow synchronously and wait for the result. Use when running a workflow and needing immediate results, testing workflow execution, or getting the output directly in the terminal.
Quellsprache: Englisch
List Output SDK workflow execution history. Use when finding failed runs, reviewing past executions, identifying workflow IDs for debugging, filtering runs by workflow type, or investigating recent workflow activity.
Quellsprache: Englisch
Start an Output SDK workflow asynchronously without waiting for completion. Use when starting long-running workflows, getting a workflow ID for later monitoring, running workflows in the background, or executing multiple workflows in parallel.
Quellsprache: Englisch
Check the status of an Output SDK workflow execution. Use when monitoring a running workflow, checking if a workflow completed, or determining workflow state (RUNNING, COMPLETED, FAILED, TERMINATED).
Quellsprache: Englisch
Stop a running Output SDK workflow execution. Use when cancelling a workflow, stopping a long-running process, terminating a stuck workflow, or when you need to abort a workflow in progress.
Quellsprache: Englisch