aj-geddes

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Analyze team capacity, plan resource allocation, and balance workload across projects. Forecast staffing needs and optimize team utilization while maintaining sustainable pace.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Maintain comprehensive changelogs and release notes following Keep a Changelog format. Use when documenting version history, release notes, or tracking changes across versions.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Design and implement CI/CD pipelines with GitHub Actions, GitLab CI, Jenkins, or CircleCI. Use for automated testing, building, and deployment workflows.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Implement circuit breaker patterns for fault tolerance, automatic failure detection, and fallback mechanisms. Use when calling external services, handling cascading failures, or implementing resilience patterns.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Build binary and multiclass classification models using logistic regression, decision trees, and ensemble methods for categorical prediction and classification.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Optimize and manage cloud costs across AWS, Azure, and GCP using reserved instances, spot pricing, and cost monitoring tools.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Plan and execute cloud migrations with assessment, database migration, application refactoring, and cutover strategies across AWS, Azure, and GCP.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Implement comprehensive cloud security across AWS, Azure, and GCP with IAM, encryption, network security, compliance, and threat detection.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Optimize cloud storage across AWS S3, Azure Blob, and GCP Cloud Storage with compression, partitioning, lifecycle policies, and cost management.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Identify groups and patterns in data using k-means, hierarchical clustering, and DBSCAN for cluster discovery, customer segmentation, and unsupervised learning.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Write comprehensive code documentation including JSDoc, Python docstrings, inline comments, function documentation, and API comments. Use when documenting code, writing docstrings, or creating inline documentation.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

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

Skill Claude CodeCodex

Analyze code complexity, cyclomatic complexity, maintainability index, and code churn using metrics tools. Use when assessing code quality, identifying refactoring candidates, or monitoring technical debt.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Perform comprehensive code reviews with best practices, security checks, and constructive feedback. Use when reviewing pull requests, analyzing code quality, checking for security vulnerabilities, or providing code improvement suggestions.

aj-geddes/useful-ai-prompts

Skill Claude CodeCodex

Track and analyze user cohorts over time, calculate retention rates, and identify behavioral patterns for customer lifecycle and retention analysis.

aj-geddes/terry-form-mcp

Skill Claude CodeCodex

This skill makes the AI assistant an expert in everything about the Terry-Form MCP project. It should be loaded at the start of every session by referencing this file.

aj-geddes/terry-form-mcp

Instructions file

Instructions for aj-geddes/terry-form-mcp, covering claude.md, project overview, build & run commands, build docker image and run the server directly (requires dependencies).

aj-geddes/fastfs-mcp

Instructions file

Instructions for aj-geddes/fastfs-mcp, covering claude.md, project overview, build and run commands, build docker image and run with local filesystem mounted.