Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
Model Deployment
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks
aj-geddes/useful-ai-prompts 151
-
git-workflow-strategy
Master Git workflows including GitFlow, GitHub Flow, Trunk-Based Development. Configure branches, merge strategies, and collaboration patterns for team environments.
aj-geddes/useful-ai-prompts 151
-
app-store-deployment
Deploy iOS and Android apps to App Store and Google Play. Covers signing, versioning, build configuration, submission process, and release management.
aj-geddes/useful-ai-prompts 151
-
ssl-certificate-management
Manage SSL/TLS certificates with automated provisioning, renewal, and monitoring using Let's Encrypt, ACM, or Vault.
aj-geddes/useful-ai-prompts 151
-
security-audit-logging
Implement comprehensive security audit logging for compliance, forensics, and SIEM integration. Use when building audit trails, compliance logging, or security monitoring systems.
aj-geddes/useful-ai-prompts 151
-
Neural Network Design
Design and architect neural networks with various architectures including CNNs, RNNs, Transformers, and attention mechanisms using PyTorch and TensorFlow
aj-geddes/useful-ai-prompts 151
-
logging-best-practices
Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII handling, and centralized logging. Use for logging, observability, log levels, structured logs, or debugging.
aj-geddes/useful-ai-prompts 151
-
frontend-accessibility
Implement WCAG compliance using semantic HTML, ARIA, keyboard navigation, and screen reader support. Use when building inclusive applications for all users.
aj-geddes/useful-ai-prompts 151
-
serverless-architecture
Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with event-driven patterns and orchestration.
aj-geddes/useful-ai-prompts 151
-
runbook-creation
Create operational runbooks, playbooks, standard operating procedures (SOPs), and incident response guides. Use when documenting operational procedures, on-call guides, or incident response processes.
aj-geddes/useful-ai-prompts 151
-
multi-cloud-strategy
Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.
aj-geddes/useful-ai-prompts 151
-
mobile-app-testing
Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests, performance testing, and test automation with Detox, Appium, and XCTest.
aj-geddes/useful-ai-prompts 151
-
api-security-hardening
Secure REST APIs with authentication, rate limiting, CORS, input validation, and security middleware. Use when building or hardening API endpoints against common attacks.
aj-geddes/useful-ai-prompts 151
-
kubernetes-deployment
Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production workloads, resource management, and rolling updates.
aj-geddes/useful-ai-prompts 151
-
aws-ec2-setup
Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.
aj-geddes/useful-ai-prompts 151
-
api-response-optimization
Optimize API response times through caching, compression, and efficient payloads. Improve backend performance and reduce network traffic.
aj-geddes/useful-ai-prompts 151
-
web-performance-audit
Conduct comprehensive web performance audits. Measure page speed, identify bottlenecks, and recommend optimizations to improve user experience and SEO.
aj-geddes/useful-ai-prompts 151
-
api-versioning-strategy
Implement API versioning strategies including URL versioning, header versioning, backward compatibility, deprecation strategies, and migration guides. Use when dealing with API versions, deprecating endpoints, or managing breaking changes.
aj-geddes/useful-ai-prompts 151
-
webhook-integration
Implement secure webhook systems for event-driven integrations, including signature verification, retry logic, and delivery guarantees. Use when building third-party integrations, event notifications, or real-time data synchronization.
aj-geddes/useful-ai-prompts 151
-
business-case-development
Build compelling business cases to justify investments and secure funding. Quantify benefits, assess costs, manage risks, and present compelling ROI arguments to leadership.
aj-geddes/useful-ai-prompts 151
-
spring-boot-application
Build enterprise Spring Boot applications with annotations, dependency injection, data persistence, REST controllers, and security. Use when developing Spring applications, managing beans, implementing services, and configuring Spring Boot projects.
aj-geddes/useful-ai-prompts 151
-
code-generation-template
Generate code from templates and patterns including scaffolding, boilerplate generation, AST-based code generation, and template engines. Use when generating code, scaffolding projects, creating boilerplate, or using templates.
aj-geddes/useful-ai-prompts 151
-
aws-lambda-functions
Create and deploy serverless functions using AWS Lambda with event sources, permissions, layers, and environment configuration. Use for event-driven computing without managing servers.
aj-geddes/useful-ai-prompts 151
-
process-mapping
Visualize and document current and future business processes. Identify inefficiencies, dependencies, and improvement opportunities through detailed process mapping and analysis.
aj-geddes/useful-ai-prompts 151