aj-geddes/useful-ai-prompts

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 →

338Stars on the repository
200Mods indexed here, across every type
6mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

load-balancer-setup

145

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and high availability.

not rated 338 +6 6mo ago A Socket: passSnyk: warn 36 tokens original MIT

log-aggregation

146

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Implement centralized logging with ELK Stack, Loki, or Splunk for log collection, parsing, storage, and analysis across infrastructure.

not rated 338 +6 6mo ago A Socket: passSnyk: warn 30 tokens original MIT

log-analysis

147

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Analyze application and system logs to identify errors, patterns, and root causes. Use log aggregation tools and structured logging for effective debugging.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 29 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

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.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 51 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Master markdown formatting, GitHub Flavored Markdown, README files, and documentation formatting. Use when writing markdown docs, READMEs, or formatting documentation.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 35 tokens original MIT

memory-leak-detection

150

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Detect and fix memory leaks using heap snapshots, memory profiling, and leak detection tools. Use when investigating memory growth, OOM errors, or optimizing memory usage.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 38 tokens original MIT

memory-optimization

151

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve efficiency for better performance and reliability.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 28 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Design and implement microservices architecture including service boundaries, communication patterns, API gateways, service mesh, service discovery, and distributed system patterns. Use when building microservices, distributed systems, or service-oriented architectures.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 46 tokens original MIT

ML Model Explanation

153

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 27 tokens original MIT

ML Model Training

154

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

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

not rated 338 +6 6mo ago A Socket: passSnyk: pass 30 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow, Kubeflow, and Jenkins.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 31 tokens original MIT

mobile-app-debugging

156

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Debug issues specific to mobile applications including platform-specific problems, device constraints, and connectivity issues.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 23 tokens original MIT

mobile-app-testing

157

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex needs its repo

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.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 41 tokens original MIT

mobile-first-design

158

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly across all device sizes.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 28 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers AsyncStorage, Realm, SQLite, and background sync patterns.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 34 tokens original MIT

mocking-stubbing

160

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Create and manage mocks, stubs, spies, and test doubles for isolating unit tests from external dependencies. Use for mock, stub, spy, test double, Mockito, Jest mocks, and dependency isolation.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 47 tokens original MIT

Model Deployment

161

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex needs its repo

Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model serving frameworks.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 31 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like Optuna and Hyperopt.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 29 tokens original MIT

Model Monitoring

163

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Monitor model performance, detect data drift, concept drift, and anomalies in production using Prometheus, Grafana, and MLflow.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 28 tokens original MIT

monorepo-management

164

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Manage monorepo architectures using Lerna, Turborepo, and Nx. Configure workspaces, dependency versioning, and cross-package testing.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 35 tokens original MIT

multi-cloud-strategy

165

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 31 tokens original MIT

mutation-testing

166

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Evaluate test suite quality by introducing code mutations and verifying tests catch them. Use for mutation testing, test quality, mutant detection, Stryker, PITest, and test effectiveness analysis.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 40 tokens original MIT

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Build NLP applications using transformers library, BERT, GPT, text classification, named entity recognition, and sentiment analysis.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 26 tokens original MIT

Network Analysis

168

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures.

not rated 338 +6 6mo ago A Socket: passSnyk: pass 23 tokens original MIT

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