Category
Coding
Developer prompts for code review, debugging, refactoring, documentation, and writing unit tests.
Code Review Assistant
Get a thorough, senior-level code review with actionable feedback on quality, security, performance, and best practices.
Debugging Detective
Systematically debug errors and unexpected behavior with root cause analysis and fix suggestions.
Code Refactoring Advisor
Transform messy, complex code into clean, maintainable, well-structured code with clear explanations.
Technical Documentation Writer
Generate clear, comprehensive technical documentation for APIs, functions, systems, or libraries.
Unit Test Generator
Generate comprehensive unit tests with edge cases, mocks, and full coverage for your code.
API Endpoint Documentation Writer
Generate clear, developer-friendly API documentation for any endpoint including parameters, responses, and code examples.
SQL Query Optimizer
Analyze and rewrite slow SQL queries for better performance with explanations of every optimization made.
React Component Generator
Generate a clean, reusable React component with TypeScript, props interface, and Tailwind CSS styling.
Code Review Checklist Generator
Generate a thorough code review checklist tailored to your language, framework, and team standards.
Database Schema Design Assistant
Design a normalized, scalable database schema for your application with table definitions, relationships, and indexing strategy.
macOS App Architecture Planner
Design a clean, production-ready architecture for a native macOS app using SwiftUI, including data flow, persistence, and system integration.
SwiftUI macOS View Builder
Generate production-quality SwiftUI views tailored for macOS, with proper AppKit idioms, keyboard navigation, and platform-native feel.
macOS Menu Bar App Generator
Build a complete macOS menu bar (status bar) app with SwiftUI, including popover UI, keyboard shortcuts, and launch-at-login support.
macOS App with Core Data & CloudKit Sync
Build a macOS app with persistent local storage and seamless iCloud sync using Core Data with CloudKit or SwiftData.
macOS Document-Based App Builder
Create a native macOS document-based app with SwiftUI, supporting custom file formats, autosave, versioning, and iCloud Documents.
CI/CD Pipeline Configuration Generator
Generate production-ready CI/CD pipeline configurations for GitHub Actions, GitLab CI, or other platforms with testing, linting, building, and deployment stages.
Web Accessibility Audit and Remediation Guide
Conduct a comprehensive WCAG 2.2 web accessibility audit with prioritized remediation steps, code fixes, and testing strategies to make your website or app accessible to all users.
Performance Profiling and Optimization Guide
Get a systematic approach to profiling and optimizing application performance — from identifying bottlenecks to implementing fixes with measurable before/after benchmarks.
GraphQL Schema and API Design Guide
Design a well-structured, performant GraphQL schema with best practices for queries, mutations, subscriptions, and error handling.
Docker Containerization and Deployment Guide
Generate a complete Docker setup for any application including Dockerfile, docker-compose configuration, multi-stage builds, and production deployment best practices.
Regex Pattern Builder and Tester
Generate, explain, and test regular expression patterns for common and complex text matching scenarios with step-by-step breakdowns and edge case handling.
Microservices Architecture Migration Planner
Plan a structured migration from a monolithic application to microservices, covering service decomposition, data ownership, API contracts, migration phases, and rollback strategies.
Feature Flag Rollout and Rollback Plan Builder
Design a safe production rollout plan with feature flags, exposure stages, monitoring thresholds, and rollback triggers.
Terraform Infrastructure as Code Review Checklist
Review Terraform or OpenTofu changes with a security, reliability, and cost lens before infrastructure hits production.
Legacy Codebase Modernization Roadmap
Plan a realistic modernization path for a legacy application without breaking production or stalling feature delivery.
Webhook Retry and Idempotency Design Guide
Design resilient webhook delivery and consumer handling with idempotency keys, retry policies, signature verification, and dead-letter recovery workflows.
Browser Extension Permissions and Store Review Checklist
Plan a browser extension launch with least-privilege permissions, manifest review, privacy disclosures, and Chrome Web Store or Firefox Add-ons submission readiness.
Database Migration Rollback Plan Builder
Generate a safe database migration plan with rollout steps, rollback procedures, validation checks, and communication notes for production changes.
LLM Eval Test Suite Builder
Design a repeatable evaluation suite for AI features covering quality, safety, regression checks, and rubric-based scoring before release.
API Deprecation Announcement and Migration Guide Builder
Create a developer-friendly API deprecation notice, migration guide, and rollout timeline that reduces support friction.
Incident Postmortem Template Builder
Generate a blameless engineering postmortem with timeline, root cause analysis, and follow-up actions after a production incident.
Production Readiness Review Checklist Builder
Create a launch-readiness checklist for new services, features, or infrastructure changes before they go to production.
Design Token Migration Plan Builder
Plan a safe migration from hard-coded styles to a reusable design token system across apps, components, and themes.
Offline-First Mobile Sync Conflict Resolution Guide
Design a robust offline-first sync strategy for mobile apps, including conflict handling, queues, retries, and user-facing recovery states.
OpenAPI Contract Test Suite Builder
Design contract tests from an OpenAPI spec to catch breaking API changes before they reach consumers or production.
OAuth Login Flow Debugging Checklist Builder
Troubleshoot OAuth and OIDC login failures with a structured checklist covering redirects, scopes, PKCE, cookies, callbacks, and provider configuration.
SAML SSO Implementation Checklist Builder
Plan a secure SAML SSO rollout with metadata, user mapping, multi-tenant settings, tests, troubleshooting, and enterprise launch steps.
Dependency Upgrade Risk and Rollout Planner
Plan risky framework, library, and package upgrades with compatibility checks, regression testing, phased rollout, and rollback steps.
API Key and Secret Rotation Runbook Builder
Create a practical runbook for rotating API keys, tokens, webhooks, and other secrets after a leak or on a planned security cadence.
API Rate Limit and Quota Design Guide
Design a developer-friendly API rate limiting and quota system with algorithms, headers, errors, storage, and rollout strategy.
Background Job Queue Design Guide
Design a reliable background job queue system with retries, idempotency, scheduling, observability, and failure handling.
Multi-Tenant SaaS Authorization Design Guide
Design a secure authorization model for multi-tenant SaaS apps with tenant isolation, RBAC/ABAC decisions, permission matrices, and test cases.
WebSocket Real-Time Collaboration Design Guide
Design real-time collaborative features with WebSockets, presence, conflict handling, offline recovery, scaling, observability, and security safeguards.
Supabase RLS Policy Test Suite Builder
Design row-level security policies with an access matrix, abuse cases, and repeatable SQL tests for Supabase apps.
Mobile Deep Link QA Test Plan Builder
Create a QA plan for universal links, Android app links, deferred deep links, web fallbacks, attribution SDKs, and edge cases across mobile apps.
Kubernetes Deployment Troubleshooting Runbook Builder
Generate a practical Kubernetes runbook for diagnosing failed rollouts, crash loops, image pulls, probes, config errors, and safe rollback paths.
SLO Error Budget Policy Builder
Design service level objectives, error budgets, burn-rate alerts, and release policies that balance reliability with product velocity.
OpenTelemetry Instrumentation Plan Builder
Plan OpenTelemetry traces, metrics, logs, and dashboards for a service so teams can debug latency, errors, and dependency failures faster.
LLM Prompt Injection Defense Checklist Builder
Create a threat model, red-team test cases, and layered mitigation checklist for protecting LLM apps from prompt injection and data exfiltration.
Monorepo Build Cache Optimization Guide
Diagnose slow monorepo builds and create a practical optimization plan for local developer workflows, CI pipelines, caching, and dependency boundaries.
Flaky Test Triage and Stabilization Runbook Builder
Create an engineering runbook to identify, classify, quarantine, debug, and permanently stabilize flaky automated tests in CI.
Serverless Cold Start Optimization Guide
Diagnose and reduce serverless cold starts with measurement plans, runtime tuning, dependency trimming, provisioned capacity, and cost tradeoffs.
gRPC Error Handling and Retry Design Guide
Design reliable gRPC service error handling with status codes, deadlines, retries, idempotency, interceptors, and observability.
iOS Privacy Manifest and SDK Compliance Checklist Builder
Create an App Store readiness checklist for iOS privacy manifests, third-party SDKs, required reason APIs, and data collection disclosures.
Database Backup Restore Drill Runbook Builder
Create a practical database backup restore drill runbook that validates recovery time, recovery point, data integrity, and team readiness.
Redis Cache Invalidation and TTL Strategy Guide
Design a Redis caching strategy with key naming, TTL rules, invalidation triggers, stale data safeguards, observability, and rollout planning.
WebAuthn Passkey Implementation Checklist Builder
Design a WebAuthn passkey rollout with registration flows, account recovery, device coverage, security controls, browser support, and QA test cases.
API Pagination Filtering and Sorting Design Guide
Design consistent REST API pagination, filtering, sorting, and response metadata patterns for scalable developer-friendly endpoints.
CLI Error Message and Exit Code UX Guide
Design developer-friendly command-line error messages with exit codes, stderr/stdout rules, recovery hints, logging behavior, docs, and regression tests.
MCP Server Security Review Checklist Builder
Create a security review checklist for MCP servers and tool integrations, covering permissions, data exposure, authentication, logging, prompt injection, and rollout controls.
Postgres Index Bloat Maintenance Runbook Builder
Build a practical Postgres index bloat diagnosis and maintenance runbook with safe checks, reindex options, monitoring, and rollback planning.
Database Connection Pool Sizing Runbook Builder
Create a practical runbook for sizing, testing, and monitoring database connection pools across apps, workers, serverless functions, and managed databases.
Content Security Policy Rollout Checklist Builder
Plan a low-risk Content Security Policy rollout with report-only testing, directive design, third-party inventory, violation triage, and deployment guardrails.
Event Sourcing Replay and Backfill Runbook Builder
Plan a safe event replay or projection backfill with idempotency rules, batching, validation, rollback triggers, and operator checklists.
Data Residency Architecture Checklist Builder
Create a technical checklist for regional data residency, tenant routing, backups, logging, subprocessors, and migration risks.
Scheduled Job Observability Runbook Builder
Design observability, alerting, retries, ownership, and incident runbooks for cron jobs, scheduled tasks, and recurring background workflows.
GitHub Actions Permissions Hardening Checklist Builder
Review GitHub Actions workflow permissions, tokens, secrets, environments, third-party actions, and pull request risks with a hardening checklist.
AI Agent Tool Permission Boundary Test Plan Builder
Design a test plan for AI agent tool permissions, including allowlists, destructive-action gates, data access boundaries, audit logs, and red-team scenarios.