m04-zero-cost

Guide Rust zero-cost abstraction decisions for generics, traits, and dispatch.

1|Updated Nov 27, 2025
One-click install
npx skills add https://github.com/flexisuite-org/FlexiSuite_Kernel --skill m04-zero-cost-flexisuite-org
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: m04-zero-cost
Source: https://github.com/flexisuite-org/FlexiSuite_Kernel/tree/main/.agents/skills/m04-zero-cost
Command: npx skills add https://github.com/flexisuite-org/FlexiSuite_Kernel --skill m04-zero-cost-flexisuite-org

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers understand and correctly apply Rust's powerful zero-cost abstractions, specifically generics and traits, to achieve performant and flexible code.

Core Features & Use Cases

  • Compile-time vs. Runtime Polymorphism: Guides decisions between static dispatch (generics, impl Trait) and dynamic dispatch (trait objects).
  • Error Resolution: Provides context and tracing for common Rust compiler errors related to traits and generics (E0277, E0308, E0599, E0038).
  • Design Guidance: Offers prompts and decision trees for choosing the right abstraction level and dispatch mechanism.
  • Use Case: When encountering a Rust compiler error like "trait bound not satisfied" (E0277), this Skill helps you ask the right questions about your abstraction level and type relationships instead of just blindly adding bounds.

Quick Start

Use the m04-zero-cost skill to understand why you are getting the E0277 error in your Rust code.

Frequently Asked Questions about m04-zero-cost

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
Why does Rust throw compiler error E0277 when using generics and traits?

Rust throws compiler error E0277 when a trait bound is not satisfied by your generic type. This Skill helps you analyze your abstraction level and type relationships instead of blindly adding bounds to resolve the mismatch.

How do I choose between static dispatch and dynamic dispatch in Rust?

Choosing between static dispatch and dynamic dispatch in Rust depends on your performance needs. This Skill provides decision frameworks to evaluate generics versus trait objects for optimal compile-time versus runtime polymorphism.

What is the difference between static and dynamic dispatch for Rust traits?

Static dispatch resolves trait calls at compile time using generics or impl Trait, while dynamic dispatch resolves them at runtime using trait objects. This Skill guides you through the trade-offs of each zero-cost abstraction mechanism.

How do I fix Rust compiler error E0599 related to trait methods?

You fix Rust compiler error E0599 by verifying that the method exists and the trait is properly implemented for your type. This Skill provides tracing mechanisms to identify missing trait implementations and guide correct abstraction design.

When should I use trait objects instead of generics in Rust?

You should use trait objects instead of generics in Rust when you need runtime flexibility over compile-time performance. This Skill offers decision trees to determine the right abstraction level and dispatch mechanism for your specific use case.

What causes Rust compiler error E0038 and how do I resolve it?

Rust compiler error E0038 occurs when trying to create a trait object from a trait that is not object safe. This Skill helps you understand the constraints of dynamic dispatch and adjust your trait definitions to achieve object safety.