Skill UI

Expert guidance for building successful AI wrapper products that solve specific problems and generate revenue. Covers product strategy, prompt engineering, cost optimization, model selection, AI UX, and usage metering. Ideal for developers and entrepreneurs creating AI-powered SaaS tools.

This skill guides developers to design and build Apify integrations for their products. It covers workflow automation, AI agent plugins, framework packages, and direct clients. It includes steps to learn the Apify model, use MCP tools for research, select the right integration shape, and follow cross-cutting design rules like asynchronous flows and cost control.

This skill automates the identification and removal of unused AWS resources such as EBS volumes, snapshots, and Elastic IPs to reduce cloud costs. It includes scripts for dry-run validation, cost impact calculation, and Lambda-based automation workflows. Users can safely clean up storage, compute, and networking waste while ensuring dependency checks and rollback plans are in place.

This skill provides expert guidance for AWS cost optimization, monitoring, and operational excellence. It helps analyze AWS bills, estimate costs before deployment, set up CloudWatch alarms, query logs, and audit CloudTrail activity. Users can optimize spending, monitor infrastructure performance, and assess security posture using integrated MCP servers for pricing, cost explorer, and observability.

Reduce AWS spend using rightsizing, autoscaling, Savings Plans, budgets, anomaly detection, and storage lifecycle policies. Supports FinOps reviews, cloud bill reduction, and cost-per-request optimization.

Analyze AWS spending with Cost Explorer and AWS CLI, detect idle resources, and generate actionable cost reduction recommendations.

Manage Amazon EC2 compute instances, AMIs, and auto-scaling groups. Configure security groups, key pairs, and instance types for production workloads. Includes launching instances, creating launch templates, and setting up auto-scaling groups for cost savings and high availability. Requires AWS CLI and IAM permissions.

This skill covers configuring Amazon S3 buckets with production-grade security, lifecycle policies, and access controls. It includes creating buckets, enabling encryption and versioning, setting up bucket policies for cross-account access, and managing storage class transitions. Use this skill for managing object storage on AWS, implementing disaster recovery through replication, and optimizing costs with lifecycle rules.

Build robust, production-grade backtesting systems for trading strategies, covering point-in-time data pipelines, realistic cost models, event-driven simulation, walk-forward analysis, and bias avoidance.

Before You Build acts as a crucial checkpoint in the AI coding workflow. It prevents premature implementation by rigorously assessing product risk—analyzing market demand, existing user workflows, switching costs, and distribution channels. Instead of writing code, it guides the user to define core assumptions and propose the smallest, most effective validation test (e.g., landing page test, user interview) before committing resources.

This skill guides you through a comprehensive, multi-phase interview to capture every necessary detail of a new project idea. It is designed to run BEFORE any code is written, forcing detailed specification gathering across purpose, features, data models, and technical constraints. The output is a clean, self-contained prompt.md file, ensuring subsequent development is based on solid, unambiguous requirements and preventing costly mistakes.

Comprehensive cloud and DevOps workflow for AWS, Azure, GCP, Kubernetes, Terraform, CI/CD pipelines, monitoring, security, and cost optimization.