Skill UI

This skill applies a rigorous, evidence-first discipline to coding tasks, inspired by Fable-like best practices. It guides agents through a structured workflow: inspecting the workspace, tracking goals and findings, grounding all conclusions in verifiable evidence, and executing thorough verification gates before declaring completion. Ideal for complex development, debugging, or adapting cross-model prompt guidance into robust, verifiable project rules.

Orchestrate multi-dimensional code reviews covering quality, security, performance, and architecture using specialized AI agents. Integrates static analysis, vulnerability scanning, and testing verification to provide actionable remediation guidance for complex software projects.

Generates structured pull request descriptions from git diffs, adds categorized change summaries, review checklists, risk assessments, test notes, and guidance for splitting large PRs.

Expert guidance for designing, implementing, and optimizing computer vision pipelines, including YOLO26 detection, SAM 3 segmentation, VLMs, depth estimation, calibration, and edge deployment.

Expert guidance for designing scalable batch and streaming data pipelines, covering ETL/ELT, orchestration, dbt transformations, data quality, lakehouse storage, monitoring, and cost optimization.

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.

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.

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 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).

This skill provides curated guidance for building high-performance animations in Expo and React Native. It covers hard rules for animation necessity, tool selection like Reanimated 4, and performance optimization for real devices. Use this when implementing motion that survives strict reviews on actual hardware, focusing on worklets, UI runtime, and gesture handling.