Skill UI

Trackio is an essential library for logging, visualizing, and analyzing machine learning training experiments. It provides multi-interface support: a Python API for real-time metric logging and alert firing during training; a Command Line Interface (CLI) for retrieving historical metrics and alerts; and synchronization capabilities to Hugging Face Spaces for persistent dashboards. This tool is crucial for debugging, diagnosing training issues (like loss spikes), and automating ML workflow iteration.

A comprehensive guide covering best practices for creating videos using Remotion and React. Learn how to incorporate advanced features such as 3D rendering (Three.js), complex animations, audio synchronization, data charting, subtitles, and sophisticated scene transitions. This skill covers 29 domain-specific rules for professional video pipelines.

This comprehensive guide covers idiomatic C# and modern .NET best practices for building robust, high-performance, and maintainable applications. Topics include immutability, dependency injection, explicit coding, proper async/await usage, the Options pattern, and the Result pattern. Essential reading for developers designing services with ASP.NET Core.

Handles Feishu calendar operations like creating and updating events, inviting attendees, querying availability, and managing repeat instances with timezone-aware ISO 8601 inputs, ensuring hosts stay in sync with RSVPs.

Automates Feishu doc edits with seven modes (append, overwrite, replace_range, replace_all, insert_before/after, delete_range) plus optional title sync, letting teams tweak specific sections without rebuilding entire files.

This framework manages the ingestion, organization, synchronization, and search of knowledge across multiple storage layers, including local files, persistent memory, vector stores, and Git repositories. It provides a structured approach for ensuring knowledge durability, deduplication, and maintaining a 'single source of truth' across complex development and operational contexts.

This comprehensive guide details how to correctly implement and manage Firebase Realtime Database within Flutter applications. It covers critical best practices including data modeling (using flattened JSON trees), utilizing real-time listeners, ensuring offline persistence, performing atomic transactions, and implementing security rules. Ideal for applications requiring extremely low-latency synchronization and constant state monitoring.

A comprehensive guide for writing, reviewing, and auditing concurrent Go code. It covers core principles of structured concurrency, including proper resource management for goroutines, safe use of channels, mutexes, and advanced synchronization primitives like errgroup and singleflight. Essential for avoiding common issues like goroutine leaks, race conditions, and context propagation failures.

A type-safe, generics-first implementation of ReactiveX for Go. It manages complex asynchronous, event-driven pipelines, providing core features like automatic backpressure, comprehensive error propagation, and Go context integration. Use this library when handling infinite streams, real-time data processing, or building advanced event-driven architectures beyond simple channel usage.

Use the gws people CLI to manage Google People contacts, contact groups, other contacts, and domain directory data through batch operations, searches, and updates—ideal for automating contact administration and sync workflows.

Guides Dart/Flutter developers on using the mocktail package to replace dependencies in tests by defining mocks or fakes, registering fallback values for custom types, stubbing async methods, and verifying interactions with named arguments and matchers.

Automates reading event rows from Google Sheets and inserting matching Google Calendar entries via gws commands, keeping schedules synced from a single spreadsheet.