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Blurjp

Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.

pjcau

Handheld retro gaming console based on ESP32-S3 for NES and SNES emulation

fmgarcia

Use when building Python 3.11+ applications requiring type safety, async programming, or production-grade patterns. Invoke for type hints, pytest, async/await, dataclasses, mypy configuration.

ngxtm

Use when building C++ applications requiring modern C++20/23 features, template metaprogramming, or high-performance systems. Invoke for concepts, ranges, coroutines, SIMD optimization, memory management.

anyulled

Use when building enterprise Java applications with Spring Boot 3.x, microservices, or reactive programming. Invoke for WebFlux, JPA optimization, Spring Security, cloud-native patterns.

jhenriquedev

AI-First Programming Protocol (APP) defines a capability-oriented architecture for building agent-operable software. Systems are organized into self-contained Cases with predictable surfaces, enabling humans and AI agents to discover, understand, and operate capabilities with low context cost.

Thorstensen

Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style programming with C# 12+ features.

skysheng7

The api-rules skill provides a Python programming assistant for LLM evaluation tasks, utilizing OpenAI API and libraries like Pandas and NumPy. It benefits developers working with LLMs.

funfix

Scala functional programming with Cats Effect IO and typeclasses. Use for wrapping side effects, modeling purity, choosing Sync/Async/Temporal/Concurrent, handling blocking I/O, and composing resources, fibers, and concurrency safely.

dmmulroy

Migrate codebase from try/catch or Promise-based error handling to better-result. Use when adopting Result types, converting thrown exceptions to typed errors, or refactoring existing error handling to railway-oriented programming.

solanabr

Solana tokenized vault standard built with Anchor. Programs, SDK, CLI + native extensions to help you across the whole lifecycle of many different types of onchain vaults.

dickymoore

Keep the controller looping and progressing work without interruption.