Skill UI

Provides tiered persistent memory patterns for LLM conversations, including short-term, long-term, entity memory, storage, retrieval, and consolidation.

This skill facilitates explicit analysis of teams, projects, and organizations within the CrossFrame Suite. It prioritizes mechanism candidates over personality judgment for organizational failures. It structures analysis, drafting, and review for feedback write-back, repair, or retrospectives. It generates diagnostic memos, feedback write-back plans, and low-risk pilot strategies to address structural issues without replacing legal or HR judgment.

This skill enables implementing data quality validation using Great Expectations, dbt tests, and data contracts. It is used for building reliable data pipelines, setting up validation rules, and establishing data contracts between teams. It includes automating validation in CI/CD and monitoring data quality metrics to ensure data reliability in production environments.

This skill provides expert guidance on SQL database migrations for PostgreSQL, MySQL, and SQL Server. It focuses on zero-downtime deployment strategies, ensuring data integrity and providing comprehensive rollback plans. You will receive migration scripts, validation checks, and performance optimization recommendations suitable for production environments.

Use DeepAPI for approved web scraping, research, and email workflows with explicit credentials, validating the service origin and schema before use.

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Provides guidance on log analysis, distributed tracing, performance debugging, and system reliability engineering for cloud-native environments.

Provides advanced Docker expertise for container optimization, security hardening, multi-stage builds, orchestration patterns, and production deployment validation.

This skill provides expert guidance for .NET backend architecture, specializing in C#, ASP.NET Core, and enterprise patterns. It covers design, optimization, testing, and deployment strategies for production-grade APIs and microservices. Use it for architectural decisions, code review, and implementing best practices in .NET development environments.

Step-by-step guidance for setting up complete development environments, including installing tools, configuring dependencies, environment variables, and verifying installations. Useful for new projects, onboarding, or troubleshooting environment issues.

This skill enables reviewing defined code diffs from correctness, authorization, and performance perspectives. It supports bounded multi-agent review when authorized, ensuring findings are reproduced centrally. Users must pin repository paths and intended behavior. It does not install orchestration engines but provides a structured procedure for code quality assurance and security validation without overstepping user authority.

This skill provides guidance on implementing robust error handling strategies to build highly resilient applications. It covers advanced patterns such as circuit breakers, retries, and handling asynchronous errors, ensuring that the application fails gracefully and provides excellent debugging experiences for both developers and end-users.

Provides comprehensive guidance on building robust evaluation frameworks for complex agent systems. It addresses the inherent challenges of non-determinism and multiple valid paths, enabling systematic performance testing, validating context engineering choices, and measuring continuous improvements across multiple quality dimensions (e.g., factual accuracy, tool efficiency).