A curated collection of useful AI prompts for various tasks and use cases
This repository also configures its own agents. See what useful-ai-prompts tells them →
Skill Claude CodeCodex
Build robust processes for data cleaning, missing value imputation, outlier handling, and data transformation for data preprocessing, data quality, and data pipeline automation.
Skill Claude CodeCodex
Implement strong encryption using AES, RSA, TLS, and proper key management. Use when securing data at rest, in transit, or implementing end-to-end encryption.
Skill Claude CodeCodex
Create safe, reversible database migration scripts with rollback capabilities, data validation, and zero-downtime deployments. Use when changing database schemas, migrating data between systems, or performing large-scale data transformations.
Skill Claude CodeCodex
Set up database replication for high availability and disaster recovery. Use when configuring master-slave replication, multi-master setups, or replication monitoring.
Skill Claude CodeCodex
Create effective visualizations using matplotlib and seaborn for exploratory analysis, presenting insights, and communicating findings with business stakeholders.
Skill Claude CodeCodex
Implement backup and restore strategies for disaster recovery. Use when creating backup plans, testing restore procedures, or setting up automated backups.
Skill Claude CodeCodex
Design and implement database indexing strategies. Use when creating indexes, choosing index types, or optimizing index performance in PostgreSQL and MySQL.
Skill Claude CodeCodex
Manage database migrations and schema versioning. Use when planning migrations, version control, rollback strategies, or data transformations in PostgreSQL and MySQL.
Skill Claude CodeCodex
Monitor database performance and health. Use when setting up monitoring, analyzing metrics, or troubleshooting database issues.
Skill Claude CodeCodex
Debug database performance issues through query analysis, index optimization, and execution plan review. Identify and fix slow queries.
Skill Claude CodeCodex
Improve database query performance through indexing, query optimization, and execution plan analysis. Reduce response times and database load.
Skill Claude CodeCodex
Design database schemas with normalization, relationships, and constraints. Use when creating new database schemas, designing tables, or planning data models for PostgreSQL and MySQL.
Skill Claude CodeCodex
Document database schemas, ERD diagrams, table relationships, indexes, and constraints. Use when documenting database schema, creating ERD diagrams, or writing table documentation.
Skill Claude CodeCodex
Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded architectures.
Skill Claude CodeCodex
Manage project dependencies across languages including npm install, package versioning, dependency conflicts, security scanning, and lock files. Use when dealing with dependencies, version pinning, semantic versioning, or resolving conflicts.
Skill Claude CodeCodex
Map, track, and manage project dependencies across teams, systems, and organizations. Identify critical path items and prevent blocking issues through proactive dependency management.
Skill Claude CodeCodex
Automate deployments across environments using Helm, Terraform, and ArgoCD. Implement blue-green deployments, canary releases, and rollback strategies.
Skill Claude CodeCodex
Document deployment processes, infrastructure setup, CI/CD pipelines, and configuration management. Use when creating deployment guides, infrastructure docs, or CI/CD documentation.
Skill Claude CodeCodex
Prepare designs for development handoff. Document specifications, interactions, and assets to enable efficient development and maintain design quality.
Skill Claude CodeCodex
Apply appropriate design patterns (Singleton, Factory, Observer, Strategy, etc.) to solve architectural problems. Use when refactoring code architecture, implementing extensible systems, or following SOLID principles.
Skill Claude CodeCodex
Build comprehensive design systems with components, patterns, and guidelines. Enable consistent design, faster development, and better collaboration across teams.
Skill Claude CodeCodex
Create comprehensive developer onboarding documentation including setup guides, README files, contributing guidelines, and getting started tutorials. Use when onboarding new developers or creating setup documentation.
Skill Claude CodeCodex
Reduce feature dimensionality using PCA, t-SNE, and feature selection for feature reduction, visualization, and computational efficiency.
Skill Claude CodeCodex
Execute comprehensive disaster recovery tests, validate recovery procedures, and document lessons learned from DR exercises.
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