GTM Engineer Agent Mode Prompts

Generate a server stub with validation, auth scaffolding, error handling, folder structure, and test examples

Generate a production-ready Python SDK with built-in error handling, retries, and example scripts

Builds a Docker image, push changes, update your Kubernetes YAML, and deploy

Split a monolithic API spec into domain-based APIs and get new OpenAPI files for each in just minutes

Split a monolithic API spec into domain-based APIs and get new OpenAPI files for each in just minutes

Convert CSV entries into APIs and organize them into structured collections

Integrate PayPal API operations into your application and generate requests, handle auth, and see example workflows

Agent Mode analyzes your backend code updates and syncs all affected requests, tests, and parameters in your collections

Deprecate an API, update the API, opens a PR with a comprehensive description

Get clear and consistent error responses for your API endpoints

Agent Mode creates a fresh collection from an updated API specification

Converts an API spec into a collection with examples, authorization, and test scripts

Identify the most severe active problem in an environment, examine affected entities and related logs/traces, and compile a notebook summarizing the root cause analysis.

Create a posts table with id, created_at, title, content, and user_id columns (including schema/migration SQL and basic constraints) ready for app use.

Compare an API response schema to repository data models, update type definitions on a new branch, and open a pull request with the changes.

Create and send test invoice via PayPal and return the public invoice link for verification and end-to-end testing.

Review what worked in resolving similar past errors and test failures for faster resolutions.

Let Agent Mode spin up issues that automatically populate the issue description with context from the resource where the error is occurring, what's not working, and what you've tried already to fix it.

Agent Mode connects to the container behind this request and runs shell commands you specify, helping you inspect state, debug issues, and validate fixes without switching tools.

Convert your collection into a serverless application and instantly generate functions, handlers, and deployment configuration for your preferred cloud platform.

Agent Mode designs and scaffolds a complete event-driven application using Kafka, wiring topics, producers, and consumers based on your collection or spec.

Generate a server stub with validation, auth scaffolding, error handling, folder structure, and test examples

Generate a production-ready Python SDK with built-in error handling, retries, and example scripts

Builds a Docker image, push changes, update your Kubernetes YAML, and deploy

Agent Mode executes all requests, identifies failures, patches backend issues, restarts the server, and ensures all routes return 200/201

Agent Mode patches backend code, restarts your server, and reruns failing requests until they return success

Convert CSV entries into APIs and organize them into structured collections

Integrate PayPal API operations into your application and generate requests, handle auth, and see example workflows

Save the a request into a newly created, well-structured collection

Create a new GET request with query params, path params, and example responses

Add a properly structured POST request with example payloads and parameters

Agent Mode analyzes your backend code updates and syncs all affected requests, tests, and parameters in your collections

Deprecate an API, update the API, opens a PR with a comprehensive description

Aggregate metrics for all collection endpoints, compare error rates and latency, and highlight the most problematic endpoints for prioritization.

Scan Amazon CloudWatch logs for the endpoint over the past 30 minutes, surface errors and warnings, and provide likely root causes and log excerpts to speed debugging.

Fetch the latest Stainless build diagnostics and summarize errors and warnings with suggested remediation steps.

Scan my machine for installed MCP servers, flag risky permissions and unpinned dependencies, and generate a locked mcp.json with pinned versions for safer deployments.

Locate the most recent unresolved Sentry issue, run an analysis using Seer, and summarize the issue and a recommended fix.

Identify the most severe active problem in an environment, examine affected entities and related logs/traces, and compile a notebook summarizing the root cause analysis.

Create and send test invoice via PayPal and return the public invoice link for verification and end-to-end testing.

Review what worked in resolving similar past errors and test failures for faster resolutions.

Let Agent Mode spin up issues that automatically populate the issue description with context from the resource where the error is occurring, what's not working, and what you've tried already to fix it.

Agent Mode connects to the container behind this request and runs shell commands you specify, helping you inspect state, debug issues, and validate fixes without switching tools.

Sends request, map dependencies, test parameter variations, and logs failures across your entire collection

Generate a server stub with validation, auth scaffolding, error handling, folder structure, and test examples

Analyze recent failures, find the most problematic API, and reproduces the common errors

Agent Mode executes all requests, identifies failures, patches backend issues, restarts the server, and ensures all routes return 200/201

Runs a collection, identify every failing test, and apply targeted fixes without the toil

Agent Mode patches backend code, restarts your server, and reruns failing requests until they return success

Execute every request and get summarized responses, headers, params, and behavior to accelerate learning

Create a new GET request with query params, path params, and example responses

Add a properly structured POST request with example payloads and parameters

Agent Mode analyzes your backend code updates and syncs all affected requests, tests, and parameters in your collections

Execute your collection's entire test suite and identify failing tests with clear explanations and fixes

Identify CORS issues, auth failures, rate limiting, missing data, versioning errors, and more - then fix them instantly

Generate a 90-day blog calendar (titles, meta descriptions, suggested publish dates, and draft posts per week) and create CMS items.

Generate a production-ready Python SDK with built-in error handling, retries, and example scripts

Split a monolithic API spec into domain-based APIs and get new OpenAPI files for each in just minutes

Publishes your collection to a public workspace with proper tags, descriptions, and visibility settings applied

Get full documentation for every request in the collection with examples and details

Convert CSV entries into APIs and organize them into structured collections

Get public API docs, find relevant endpoints, and generate starter requests and examples

Discover the most relevant APIs, collections, docs, and workflows needed to onboard quickly to a new team or organization

Agent Mode analyzes your backend code updates and syncs all affected requests, tests, and parameters in your collections

Deprecate an API, update the API, opens a PR with a comprehensive description

Get clear and consistent error responses for your API endpoints

Agent Mode creates a fresh collection from an updated API specification

Converts an API spec into a collection with examples, authorization, and test scripts

Instantly export API documentation into a Notebook format for easy sharing and wider API usage

Agent Mode finds undocumented endpoints or parameters and generates structured docs for each

Agent Mode produces clean, consistent documentation for each endpoint including purpose, parameters, and example responses

Aggregate metrics for all collection endpoints, compare error rates and latency, and highlight the most problematic endpoints for prioritization.

Scan Amazon CloudWatch logs for the endpoint over the past 30 minutes, surface errors and warnings, and provide likely root causes and log excerpts to speed debugging.

Fetch the latest Stainless build diagnostics and summarize errors and warnings with suggested remediation steps.

Locate the most recent unresolved Sentry issue, run an analysis using Seer, and summarize the issue and a recommended fix.

Identify the most severe active problem in an environment, examine affected entities and related logs/traces, and compile a notebook summarizing the root cause analysis.

Review what worked in resolving similar past errors and test failures for faster resolutions.

Let Agent Mode spin up issues that automatically populate the issue description with context from the resource where the error is occurring, what's not working, and what you've tried already to fix it.

Agent Mode connects to the container behind this request and runs shell commands you specify, helping you inspect state, debug issues, and validate fixes without switching tools.

Sends request, map dependencies, test parameter variations, and logs failures across your entire collection

Analyze recent failures, find the most problematic API, and reproduces the common errors

Agent Mode executes all requests, identifies failures, patches backend issues, restarts the server, and ensures all routes return 200/201

Runs a collection, identify every failing test, and apply targeted fixes without the toil

Agent Mode patches backend code, restarts your server, and reruns failing requests until they return success

Execute every request and get summarized responses, headers, params, and behavior to accelerate learning

Get clear and consistent error responses for your API endpoints

Execute your collection's entire test suite and identify failing tests with clear explanations and fixes

Identify CORS issues, auth failures, rate limiting, missing data, versioning errors, and more - then fix them instantly

Aggregate metrics for all collection endpoints, compare error rates and latency, and highlight the most problematic endpoints for prioritization.

Scan Amazon CloudWatch logs for the endpoint over the past 30 minutes, surface errors and warnings, and provide likely root causes and log excerpts to speed debugging.

Fetch the latest Stainless build diagnostics and summarize errors and warnings with suggested remediation steps.

Scan my machine for installed MCP servers, flag risky permissions and unpinned dependencies, and generate a locked mcp.json with pinned versions for safer deployments.

Locate the most recent unresolved Sentry issue, run an analysis using Seer, and summarize the issue and a recommended fix.

Identify the most severe active problem in an environment, examine affected entities and related logs/traces, and compile a notebook summarizing the root cause analysis.

Create a posts table with id, created_at, title, content, and user_id columns (including schema/migration SQL and basic constraints) ready for app use.

Generate a 90-day blog calendar (titles, meta descriptions, suggested publish dates, and draft posts per week) and create CMS items.

Compare an API response schema to repository data models, update type definitions on a new branch, and open a pull request with the changes.

Convert your collection into a serverless application and instantly generate functions, handlers, and deployment configuration for your preferred cloud platform.

Agent Mode designs and scaffolds a complete event-driven application using Kafka, wiring topics, producers, and consumers based on your collection or spec.

Sends request, map dependencies, test parameter variations, and logs failures across your entire collection

Generate a server stub with validation, auth scaffolding, error handling, folder structure, and test examples

Generate a production-ready Python SDK with built-in error handling, retries, and example scripts

Builds a Docker image, push changes, update your Kubernetes YAML, and deploy

Analyze recent failures, find the most problematic API, and reproduces the common errors

Publishes your collection to a public workspace with proper tags, descriptions, and visibility settings applied

Export data from a request into a CSV file with clean column formatting

Agent Mode executes all requests, identifies failures, patches backend issues, restarts the server, and ensures all routes return 200/201

Agent Mode patches backend code, restarts your server, and reruns failing requests until they return success

Generate a Flow that detects merged PRs, updates the matching Jira issue, and sends a Slack summary to the team

Convert CSV entries into APIs and organize them into structured collections

Execute actions from a CSV file

Integrate PayPal API operations into your application and generate requests, handle auth, and see example workflows

Get public API docs, find relevant endpoints, and generate starter requests and examples

Discover the most relevant APIs, collections, docs, and workflows needed to onboard quickly to a new team or organization

Save the a request into a newly created, well-structured collection

Agent Mode analyzes your backend code updates and syncs all affected requests, tests, and parameters in your collections

Deprecate an API, update the API, opens a PR with a comprehensive description

Automatically commit your changes to GitHub create a well-structured pull request

Agent Mode updates your dev environment with the correct baseURL value

Identify CORS issues, auth failures, rate limiting, missing data, versioning errors, and more - then fix them instantly

Instantly export API documentation into a Notebook format for easy sharing and wider API usage

Aggregate metrics for all collection endpoints, compare error rates and latency, and highlight the most problematic endpoints for prioritization.

Scan Amazon CloudWatch logs for the endpoint over the past 30 minutes, surface errors and warnings, and provide likely root causes and log excerpts to speed debugging.

Fetch the latest Stainless build diagnostics and summarize errors and warnings with suggested remediation steps.

Scan my machine for installed MCP servers, flag risky permissions and unpinned dependencies, and generate a locked mcp.json with pinned versions for safer deployments.

Compare an API response schema to repository data models, update type definitions on a new branch, and open a pull request with the changes.

Agent Mode connects to the container behind this request and runs shell commands you specify, helping you inspect state, debug issues, and validate fixes without switching tools.

Create a Dockerfile and container image for the service behind this request, wiring in environment variables and build steps so you can deploy consistently and quickly.

Convert your collection into a serverless application and instantly generate functions, handlers, and deployment configuration for your preferred cloud platform.

Agent Mode designs and scaffolds a complete event-driven application using Kafka, wiring topics, producers, and consumers based on your collection or spec.

Builds a Docker image, push changes, update your Kubernetes YAML, and deploy

Generate a 90-day blog calendar (titles, meta descriptions, suggested publish dates, and draft posts per week) and create CMS items.

Sends request, map dependencies, test parameter variations, and logs failures across your entire collection

Publishes your collection to a public workspace with proper tags, descriptions, and visibility settings applied

Integrate PayPal API operations into your application and generate requests, handle auth, and see example workflows

Get public API docs, find relevant endpoints, and generate starter requests and examples

Execute every request and get summarized responses, headers, params, and behavior to accelerate learning

Discover the most relevant APIs, collections, docs, and workflows needed to onboard quickly to a new team or organization