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growthxai

@growthxai source repo

60 published skills

  1. Use Growthos · growthxai bundle
    Work with a GrowthOS workspace through its connected MCP server. Use when someone asks about their GrowthOS pages, portfolio, context, briefs, opportunities, traffic, AI visibility, reports, or asks an agent to make a change in GrowthOS. Resolves the workspace first, discovers the tools available to the current account, reads complete data, and previews every write before applying it.
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  2. Output Dev Folder Structure · growthxai
    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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  3. Flow Error Zod Import · growthxai
    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.
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  4. Flow Validation Checklist · growthxai
    Complete migration validation checklist for Flow to Output SDK. Use after migration to verify completeness and correctness.
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  5. Flow Create Scenario Files · growthxai
    Create scenario files for testing migrated Output SDK workflows. Use to set up test inputs in the scenarios/ subfolder.
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  6. Flow Error Eslint Compliance · growthxai
    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.
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  7. Flow Error Try Catch Removal · growthxai
    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.
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  8. Flow Convert Prompts To Files · growthxai
    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.
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  9. Flow Convert Activities To Steps · growthxai
    Convert Flow SDK activities.ts to Output SDK steps.ts. Use when migrating activity functions to step definitions with typed parameters.
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  10. Flow Convert Workflow Definition · growthxai
    Convert Flow SDK workflow class to Output SDK workflow() function. Use when migrating workflow.ts files from class-based to functional definitions.
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  11. Flow Conventions Folder Structure · growthxai
    Validate and fix folder structure for Output SDK workflows. Use to ensure migrated workflows follow the correct structure conventions.
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  12. Validate · growthxai
    Run lint, build, and tests to validate changes are correct
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  13. Prompt File Provider Options · growthxai
    Guide to the providerOptions structure in .prompt files — decision tree for where an option goes, common mistakes, per-provider quick reference, and Anthropic prompt caching. Use when writing or reviewing .prompt file frontmatter (provider, model, providerOptions, messageOptions).
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  14. LLM Output Schema Constraints · growthxai
    Zod schema constraints that Anthropic rejects or silently ignores when sent as structured-output tool definitions via aiSdk.Output.object(). Use when writing or reviewing Zod schemas passed to aiSdk.Output.object(), or debugging structured-output validation errors.
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  15. Output Migrate · growthxai
    Upgrade a project between versions of the Output framework. Use when the user asks to upgrade, migrate, or move to a newer Output version. Detects the current @outputai/* version in the project, fetches the matching migration guide from docs.output.ai, applies the changes, and verifies the project still type-checks.
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  16. Output Eval Audit · growthxai
    Audit an existing eval suite for trustworthiness. Use when inheriting evals, suspecting evals miss real failures, or after significant pipeline changes.
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  17. Output Workflow Run · growthxai
    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.
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  18. Output Plan Workflow · growthxai
    Use when the user asks to create, build, generate, scaffold, or plan a new workflow. Orchestrates the full planning process including architecture, steps, prompts, evaluators, and testing strategy using specialized subagents.
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  19. Output Workflow List · growthxai
    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.
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  20. Output Workflow Stop · growthxai
    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.
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  21. Output Build Workflow · growthxai
    Implement an Output SDK workflow from a plan document. Use when the user asks to build, implement, or code a workflow from an existing plan, or after output-plan-workflow has produced a plan and the user is ready to build.
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  22. Output Debug Workflow · growthxai
    Debug Output SDK workflow issues. Use when user reports a workflow failing, erroring, hanging, producing wrong results, or asks to debug, troubleshoot, or investigate a workflow execution.
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  23. Output Dev Code Style · growthxai
    Code style conventions for Output SDK workflow projects. Use when writing or reviewing any TypeScript/JavaScript code. Discovers the project's own linting rules first; falls back to Output SDK conventions when no linter is configured.
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  24. Output Dev Skill File · growthxai
    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.
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  25. Output Dev Types File · growthxai
    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.
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  26. Output Services Check · growthxai
    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.
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  27. Output Workflow Reset · growthxai
    Re-run an Output SDK workflow from after a specific completed step, creating a new run that replays up to that point and re-executes subsequent steps. Use when iterating on a later step's prompt or logic without re-running the entire workflow, or when recovering from a failure that only affects steps after a known-good point.
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  28. Output Workflow Start · growthxai
    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.
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  29. Output Workflow Trace · growthxai
    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.
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  30. Output Dev Agent Class · growthxai
    Use the Agent class for multi-step tool loops, conversation history, streaming progress, and reusable LLM agents. Use when building agents with skills, structured output, stateful conversations, or streaming callbacks.
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  31. Output Dev Credentials · growthxai
    Store and reference encrypted secrets in Output SDK workflows using @outputai/credentials. Use when integrating API keys, database passwords, or third-party tokens.
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  32. Output Dev Prompt File · growthxai
    Create .prompt files for LLM operations in Output SDK workflows. Use when designing prompts, configuring LLM providers, or using Liquid.js templating.
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  33. Output Error Direct Io · growthxai
    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.
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  34. Output Error Try Catch · growthxai
    Handle errors caught in Output workflows without losing failure context. Use when adding workflow try/catch logic, fallbacks, partial-failure handling, custom Error classes, or typed checks for errors thrown by steps and evaluators.
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  35. Output Meta Pre Flight · growthxai
    Pre-flight validation checks for Output SDK workflow operations. Ensures conventions are followed, requirements are gathered, and quality gates are passed before workflow execution.
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  36. Output Workflow Result · growthxai
    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.
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  37. Output Workflow Status · growthxai
    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).
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  38. Output Dev Eval Testing · growthxai
    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.
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  39. Output Error Zod Import · growthxai
    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.
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  40. Output Meta Post Flight · growthxai
    Post-flight validation for Output SDK workflow operations. Systematic verification of step completion, convention compliance, quality validation, and deliverable verification.
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  41. Output Dev LLM Streaming · growthxai
    Implement LLM text streaming in Output workflow steps with generateTextWithStreaming, Agent.generateWithStreaming, streamText, or Agent.stream. Use when adding token progress, onChunk callbacks, or handling streamText onEnd/onError with Temporal retries.
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  42. Output Dev Step Function · growthxai
    Create step functions in steps.ts for Output SDK workflows. Use when implementing I/O operations, error handling, HTTP requests, or LLM calls.
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  43. Output Dev Workflow Cost · growthxai
    Calculate and display the cost of an Output SDK workflow execution run. Use when checking LLM token costs, API service costs, or total spend for a specific workflow run.
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  44. Output Error HTTP Client · growthxai
    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.
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  45. Output Eval Judge Prompt · growthxai
    Design effective LLM judge .prompt files for evaluators. Use when creating judgeVerdict/judgeScore/judgeLabel prompts, or when existing judges produce unreliable results.
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  46. Output Workflow Runs List · growthxai
    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.
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  47. Output Dev Create Skeleton · growthxai
    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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  48. Output Dev Model Selection · growthxai
    Pick the right LLM model for an Output SDK prompt file. Use when writing a new .prompt file, reviewing a model choice, or upgrading a stale model. Walks through priority (reasoning/balance/speed/cost), provider selection, and a live lookup against the Vercel AI Gateway model index.
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  49. Output Eval Dataset Design · growthxai
    Design diverse eval datasets using dimension-based variation. Use when bootstrapping eval datasets, when real traces are sparse, or when existing datasets miss edge cases.
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  50. Output Eval Error Analysis · growthxai
    Systematically review workflow traces to identify failure modes before building evaluators. Use when starting an eval project, after significant pipeline changes, or when production quality drops.
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  51. Output Eval Validate Judge · growthxai
    Validate LLM judges against human labels using TPR/TNR metrics and train/dev/test splits. Use after writing a judge prompt to verify it agrees with human judgment.
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  52. Output Workflow Trace File · growthxai
    Read and render the output of a local Output SDK workflow trace file as clean readable markdown. Use when the user wants to view what a recent workflow produced, see the result from a local trace file, or render trace output as a document.
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  53. Output Credentials Env Vars · growthxai
    Wire encrypted credentials to environment variables using the credential: convention. Use when setting up LLM provider keys (ANTHROPIC_API_KEY, OPENAI_API_KEY) or any env var that should come from encrypted credentials.
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  54. Output Error Nondeterminism · growthxai
    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.
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  55. Output Meta Project Context · growthxai
    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 the full inventory of available agents and skills.
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  56. Output Dev Workflow Function · growthxai
    Create workflow.ts files for Output SDK workflows. Use when defining workflow functions, orchestrating steps, or fixing workflow structure issues.
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  57. Output Error Missing Schemas · growthxai
    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.
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  58. Output Dev Evaluator Function · growthxai
    Create evaluator functions in evaluators.ts for Output SDK workflows. Use when implementing quality assessment, validation logic, or content evaluation.
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  59. Output Dev HTTP Client Create · growthxai
    Create shared HTTP clients in src/shared/clients/ for Output SDK workflows. Use when integrating external APIs, creating service wrappers, or standardizing HTTP operations.
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  60. Output Dev Upgrade Prompt Models · growthxai
    Bulk-upgrade the model field across .prompt files to the latest version of each prompt's existing family. Use when prompt models have drifted (eg sonnet-4 → sonnet-4-6), after a long pause between framework updates, or as part of a periodic model-freshness pass. Within-family only — never changes provider or tier.
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