Skill UI

Automates the end-to-end training of machine learning models by analyzing datasets, selecting suitable algorithms, tuning parameters, performing cross-validated training, and emitting performance metrics plus a saved model artifact.

Guides Claude to automatically tune machine learning model hyperparameters via grid, random, or Bayesian search, generating runnable Python code, executing validations, and reporting best configurations plus performance metrics for accuracy or other goals.

Guides TwinMind teams through retention policies, PII redaction, GDPR data-subject request handling, consent tracking, and anonymization utilities so transcripts stay compliant while still supporting analytics exports.

Generates a TwinMind debug bundle by collecting environment info, API health, configuration details, recent errors, and network tests to expedite triage, support tickets, or proactive diagnostics.

Provides end-to-end monitoring for TwinMind integrations with Prometheus metrics, OpenTelemetry tracing, structured Pino logs, AlertManager rules, and Grafana dashboards for uptime, latency, and rate limit insights.

Guide for securing TwinMind integrations by managing API keys, validating webhook signatures, encrypting stored data, enforcing RBAC, configuring privacy options, and logging audit trails.

Analyzes tweet drafts through Twitter’s recommendation architecture to rewrite and edit content, explain what the algorithms favor, and surface engagement tactics that align with Real-graph, SimClusters, TwHIN, and Tweepcred signals for broader reach.

Presents advanced TypeScript techniques—generics, conditional types, mapped types, discriminated unions, and utility combinations—to help developers build safer, more expressive type systems and runtime guards for complex apps.

This skill provides comprehensive guidance on TypeScript's advanced type system. It covers complex concepts like generics, conditional types, mapped types, and utility types. It is crucial for developing robust, highly type-safe applications, such as reusable libraries, complex API clients, and advanced state management systems.

This agent provides deep, practical expertise in TypeScript and JavaScript. It covers complex topics like type-level programming, branded types, conditional types, and advanced performance optimization for large-scale projects. It is ideal for diagnosing complex type errors, optimizing build processes, and managing monorepo configurations, ensuring robust and maintainable codebases.

A specialist guide for implementing robust, end-to-end type safety in large-scale TypeScript applications. Covers advanced features including generics, conditional types, mapped types, branded types, and discriminated unions. Essential for building type-first APIs, optimizing monorepos, and ensuring compile-time reliability when integrating with full-stack frameworks like tRPC.

This expert guide provides comprehensive best practices for developing robust, high-performance C++ code within Unreal Engine 5.x. It covers critical topics such as UObject lifecycle management, adhering to Epic Games' strict coding conventions, optimizing performance-critical sections (e.g., avoiding unnecessary Ticking), and correctly using soft references for asset loading. Use this skill for professional game development tasks requiring deep knowledge of the Unreal reflection system and advanced C++ patterns.