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aj-geddes/useful-ai-prompts

A curated collection of useful AI prompts for various tasks and use cases

259 skills

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This skill helps you create clear user guides with step-by-step instructions and visuals to accelerate onboarding and adoption.

accessibility-testing

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This skill helps you validate WCAG accessibility across web apps with automated tests and keyboard, ARIA, and screen reader focus checks.

alert-management

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This skill helps you design and manage alerting with PagerDuty, on-call schedules, and incident coordination for reliable incident response.

api-contract-testing

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This skill helps you validate API contracts and schemas across services, preventing breaking changes and ensuring consumer-provider compatibility.

api-filtering-sorting

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This skill empowers you to implement robust API filtering and sorting with safe query parsing, validation, and performance optimization.

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api-reference-documentation

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This skill helps you generate comprehensive API reference documentation with OpenAPI specs, endpoint details, authentication, examples, and SDK guidance.

azure-functions

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This skill helps you create and manage Azure Functions with triggers, bindings, authentication, and monitoring for scalable serverless apps.

batch-processing-jobs

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This skill helps you orchestrate scalable batch processing with queues, workers, and schedules for large datasets and async tasks.

code-documentation

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This skill generates thorough code documentation across languages, including docstrings, JSDoc, comments, and API notes to improve maintainability.

competitor-analysis

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This skill conducts market and competitor analysis to inform product strategy, pricing, and differentiation by synthesizing strengths, weaknesses,

configuration-management

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This skill helps manage application configuration across environments, secrets, and feature flags while aligning with 12-factor principles for reliability.

container-debugging

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This skill helps you diagnose and fix Docker and Kubernetes container issues, optimize performance, and ensure reliable deployments across environments.

continuous-testing

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This skill helps you integrate automated testing into CI/CD pipelines, delivering continuous quality feedback and smart test orchestration.

database-migration-management

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This skill guides database migration planning, versioning, and rollback strategies to ensure safe schema evolution across PostgreSQL and MySQL.

deployment-automation

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This skill automates deployments across environments using Helm, Terraform, and ArgoCD, enabling blue-green, canary, and rollback strategies.

design-system-creation

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This skill helps you create cohesive design systems with reusable components, guidelines, and governance to speed development and ensure consistency.

flutter-development

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Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, API integration, and material design.

dimensionality-reduction

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This skill reduces feature dimensionality using PCA, t-SNE, and feature selection to boost visualization, efficiency, and model performance.

email-service-integration

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This skill helps you implement robust email sending across backends by integrating SMTP and providers, with templates and asynchronous delivery.

frontend-accessibility

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This skill helps you build inclusive web experiences by enforcing WCAG-compliant semantic HTML, ARIA, keyboard navigation, and screen-reader support.

frontend-testing

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This skill helps you build and maintain robust frontend test suites using Jest, Vitest, RTL, and Cypress with best practices.

gap-analysis

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This skill identifies gaps between current capabilities and a desired future state to guide strategic investments and targeted improvements.

graceful-shutdown

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This skill helps you implement graceful shutdown procedures for containerized apps, ensuring in-flight requests complete and resources clean up.

grpc-service-development

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Build high-performance gRPC services with Protocol Buffers, bidirectional streaming, and microservice communication. Use when building gRPC servers, defining service contracts, or implementing inter-service communication.

image-optimization

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This skill helps you optimize images for the web by applying compression, modern formats, and responsive techniques for faster loading.

incident-response-plan

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This skill helps you create and execute incident response playbooks to rapidly detect, contain, and recover from security incidents.

ios-swift-development

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This skill helps you develop high-performance native iOS apps in Swift using MVVM, SwiftUI, Combine, and asynchronous networking.

kpi-dashboard-design

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This skill helps you design and build KPI dashboards that visualize metrics and reveal actionable insights for stakeholders.

logging-best-practices

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This skill implements structured, secure, and centralized logging with JSON formatting, contextual data, and proper log levels to improve observability and

mobile-app-debugging

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This skill helps you diagnose and fix mobile debugging issues across iOS, Android, and cross-platform frameworks with actionable steps.

nosql-database-design

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This skill helps you design scalable NoSQL schemas for MongoDB and DynamoDB, optimizing data models, denormalization, and query performance.

oauth-implementation

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This skill helps you implement secure OAuth 2.0, OIDC, and JWT authentication across web and mobile apps.

prometheus-monitoring

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This skill helps you set up Prometheus monitoring with custom metrics, scraping, and alerts to improve observability across services.

push-notification-setup

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This skill helps you implement cross-platform push notifications with FCM, APNs, and backend integration, improving user engagement and real-time messaging.

rate-limiting-implementation

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This skill helps protect APIs and services with robust rate limiting, throttling, and quotas to prevent abuse and maintain stability.

react-component-architecture

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This skill helps design scalable React components using functional components, hooks, composition, and TypeScript for reusable libraries and maintainable UI.

security-testing

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This skill helps you identify and remediate security vulnerabilities across SAST, DAST, SCA, and penetration testing.

survival-analysis

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This skill analyzes time-to-event data, builds Kaplan-Meier and Cox models, and delivers survival insights for group comparisons and risk stratification.

technical-debt-assessment

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This skill helps you assess, quantify, and prioritize technical debt to guide refactoring and architectural decisions.

terraform-infrastructure

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This skill helps you manage multi-cloud infrastructure with Terraform, enabling modular deployments, remote state, and environment isolation.

third-party-integration

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This skill helps you integrate third-party services with robust error handling, retries, and data transformation across payments, messaging, and analytics.

wireframe-prototyping

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This skill helps you design and validate UI concepts with wireframes and interactive prototypes to gather early feedback and steer development.

troubleshooting-guide

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This skill helps you create structured troubleshooting guides, FAQs, known issues lists, and debug resources to accelerate issue resolution.

unit-testing-framework

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This skill helps you write effective, fast, and maintainable unit tests using AAA pattern across JavaScript, Python, and Java projects.

user-persona-creation

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This skill creates detailed user personas from research to guide product decisions and improve user-centered design.

user-research-analysis

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This skill analyzes user research data to extract themes, validate insights, and produce actionable design recommendations for stakeholders.

user-story-writing

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This skill helps you craft user-focused stories with clear acceptance criteria and done criteria to guide development.

visual-regression-testing

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This skill detects unintended visual changes in UI by comparing screenshots across versions, enabling reliable visual regression testing.

webhook-integration

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This skill helps you implement secure webhook systems with signature verification, retries, and delivery guarantees for reliable event-driven integrations.

accessibility-compliance

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This skill helps you build inclusive web applications by enforcing WCAG 2.1/2.2 accessibility and a11y testing across components.

ab-test-analysis

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This skill designs and analyzes A/B tests, computes significance, and guides sample size decisions to optimize conversions.

access-control-rbac

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This skill helps you implement RBAC, ABAC, and policy-based access control across apps to manage permissions securely and at scale.

capacity-planning

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This skill analyzes team capacity, allocates resources across projects, and forecasts staffing needs to balance workload and sustain velocity.

api-rate-limiting

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This skill helps you implement and tune API rate limiting using token bucket, sliding window, and Redis strategies to protect services and optimize traffic.

file-upload-handling

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This skill helps you implement secure, scalable file upload, validation, and retrieval workflows across Python, Node.js, and FastAPI backends.

api-error-handling

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This skill helps you implement standardized API error handling with consistent responses, detailed logging, and monitoring to improve resilience.

causal-inference

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This skill helps you estimate causal effects and policy impacts using propensity scores, instrumental variables, and causal graphs for observational data.

api-pagination

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This skill helps you implement scalable API pagination across offset/limit, cursor, and keyset strategies to improve performance and usability.

canary-deployment

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This skill helps you orchestrate canary deployments by gradually routing traffic, monitoring metrics, and enabling automatic rollback and promotion.

cloud-cost-management

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This skill helps you optimize and monitor cloud spending across AWS, Azure, and GCP with actionable cost-saving recommendations.

data-visualization

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This skill helps you create clearer, publication-ready visualizations with Python libraries like matplotlib and seaborn for exploratory analysis and

distributed-tracing

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This skill helps you implement distributed tracing across microservices using Jaeger and Zipkin to debug, analyze performance, and track request flows.

event-sourcing

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This skill helps you implement robust event sourcing and CQRS patterns to enable audit trails, temporal queries, and scalable history-aware systems.

graphql-implementation

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This skill helps you design and implement GraphQL APIs with scalable schemas, resolvers, and modern best practices.

health-check-endpoints

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This skill implements comprehensive health check endpoints for liveness, readiness, and deep dependency monitoring to improve reliability.

interaction-design

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This skill helps you design meaningful interactions and microinteractions with responsive feedback and delightful animations across devices.

microservices-architecture

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This skill helps you design and implement scalable microservices architectures with clear boundaries, robust communication, and reliable deployment patterns.

ml-model-training

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Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression, and clustering tasks

nginx-configuration

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Configure Nginx web server for high-performance reverse proxy, load balancing, SSL/TLS, caching, and API gateway functionality.

nodejs-express-server

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This skill helps you design production-ready Node.js Express servers with routing, middleware, authentication, and database integration.

refactor-legacy-code

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This skill helps you safely refactor legacy code to improve maintainability and reduce debt without altering behavior.

technical-roadmap-planning

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This skill helps you design and prioritize multi-year technical roadmaps aligned with business goals, including architecture evolution and infrastructure

test-data-generation

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This skill helps you generate realistic, consistent test data using factories, fixtures, and faker to speed up automated testing.

uptime-monitoring

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This skill helps you implement uptime monitoring, health checks, and status pages to improve service visibility and incident response.

zero-trust-architecture

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This skill helps you implement zero trust security across cloud-native apps with identity, device, location checks and continuous verification.

webhook-development

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This skill helps you implement reliable webhook systems with signature verification, retry logic, and dead-letter handling for resilient event integrations.

session-management

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This skill helps you implement secure session management with JWTs, token refresh, logout handling, and CSRF protection across frameworks.

internationalization-i18n

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This skill guides you through implementing internationalization and localization to reach multilingual users with proper formatting and RTL support.

polyglot-integration

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Integrate multiple programming languages using FFI, native bindings, gRPC, or language bridges. Use when combining strengths of different languages or integrating legacy systems.

anomaly-detection

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This skill helps you detect anomalies and outliers across data sources using statistical, distance-based, and deep learning methods for fraud and quality

api-versioning-strategy

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This skill helps design and implement API versioning strategies including routing, deprecation, and migration guidance for maintaining backward compatibility.

application-logging

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This skill helps you implement structured, centralized logging across applications, enabling faster debugging, auditing, and performance analysis.

code-review-analysis

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This skill performs comprehensive code reviews focusing on quality, security, and maintainability to improve pull requests and developer feedback.

data-replication-setup

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This skill helps you configure robust database replication for high availability and disaster recovery across PostgreSQL and MySQL environments.

dependency-management

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This skill helps you manage dependencies across ecosystems, resolve conflicts, audit security, and maintain reproducible builds with best practices.

design-handoff

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This skill prepares design handoff by documenting specs, interactions, and assets to enable accurate, efficient development and maintain design quality.

django-application

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This skill helps you design and implement production-ready Django apps with models, views, ORM queries, authentication, and admin interfaces.

database-schema-design

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This skill helps you design normalized PostgreSQL and MySQL schemas with clear relationships, constraints, and data types for scalable data models.

fastapi-development

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This skill helps you build high performance FastAPI apps with async routes, validation, DI, security, and automatic API documentation.

feature-flag-system

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This skill helps you design and manage feature flags for gradual rollouts, A/B tests, canaries, and kill switches across systems.

form-validation

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This skill helps implement robust form validation across React and Vue using real-time feedback, TypeScript safety, and server-side checks.

github-actions-workflow

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This skill helps you design and optimize GitHub Actions workflows for CI/CD, testing, security, and deployment across repositories.

information-architecture

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This skill helps you design clear information architectures and intuitive navigation by applying user-centered IA principles across structures, labels, and

log-analysis

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This skill analyzes application and system logs to identify errors, patterns, and root causes, enabling faster debugging and reliable monitoring.

monorepo-management

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This skill helps manage monorepo configurations with Lerna, Turborepo, and Nx to optimize workspace efficiency and cross-package testing.

payment-gateway-integration

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This skill helps you securely integrate Stripe, PayPal, and Square with backends for payments, subscriptions, and webhooks across frameworks.

performance-testing

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This skill helps you design and run scalable performance tests with tools like k6 and JMeter to measure response times and throughput.

pull-request-automation

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This skill automates pull request workflows with templates, reviews and auto-merge rules to reduce manual overhead and standardize quality.

secrets-management

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This skill helps you implement secure secrets management using Vault, AWS Secrets Manager, or Kubernetes Secrets, with rotation and auditing.

transaction-management

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This skill helps you implement robust transaction management with ACID compliance, concurrency control, and isolation level tuning across databases.

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