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Skills/actionbook/rust-skills/m04-zero-cost
m04-zero-cost logo

m04-zero-cost

actionbook/rust-skills
1K installs1K stars
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Installation

npx skills add https://github.com/actionbook/rust-skills --skill m04-zero-cost

Summary

CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化

SKILL.md

Zero-Cost Abstraction

Layer 1: Language Mechanics

Core Question

Do we need compile-time or runtime polymorphism?

Before choosing between generics and trait objects:

  • Is the type known at compile time?
  • Is a heterogeneous collection needed?
  • What's the performance priority?

---

Error → Design Question

ErrorDon't Just SayAsk Instead
E0277"Add trait bound"Is this abstraction at the right level?
E0308"Fix the type"Should types be unified or distinct?
E0599"Import the trait"Is the trait the right abstraction?
E0038"Make object-safe"Do we really need dynamic dispatch?

---

Thinking Prompt

Before adding trait bounds:

  1. What abstraction is needed?
  • Same behavior, different types → trait
  • Different behavior, same type → enum
  • No abstraction needed → concrete type
  1. When is type known?
  • Compile time → generics (static dispatch)
  • Runtime → trait objects (dynamic dispatch)
  1. What's the trade-off priority?
  • Performance → generics
  • Compile time → trait objects
  • Flexibility → depends

---

Trace Up ↑

When type system fights back:

E0277 (trait bound not satisfied)
    ↑ Ask: Is the abstraction level correct?
    ↑ Check: m09-domain (what behavior is being abstracted?)
    ↑ Check: m05-type-driven (should use newtype?)
Persistent ErrorTrace ToQuestion
Complex trait boundsm09-domainIs the abstraction right?
Object safety issuesm05-type-drivenCan typestate help?
Type explosionm10-performanceAccept dyn overhead?

---

Trace Down ↓

From design to implementation:

"Need to abstract over types with same behavior"
    ↓ Types known at compile time → impl Trait or generics
    ↓ Types determined at runtime → dyn Trait

"Need collection of different types"
    ↓ Closed set → enum
    ↓ Open set → Vec<Box<dyn Trait>>

"Need to return different types"
    ↓ Same type → impl Trait
    ↓ Different types → Box<dyn Trait>

---

Quick Reference

PatternDispatchCode SizeRuntime Cost
fn foo<T: Trait>()Static+bloatZero
fn foo(x: &dyn Trait)DynamicMinimalvtable lookup
impl Trait returnStatic+bloatZero
Box<dyn Trait>DynamicMinimalAllocation + vtable

Syntax Comparison

// Static dispatch - type known at compile time
fn process(x: impl Display) { }      // argument position
fn process<T: Display>(x: T) { }     // explicit generic
fn get() -> impl Display { }         // return position

// Dynamic dispatch - type determined at runtime
fn process(x: &dyn Display) { }      // reference
fn process(x: Box<dyn Display>) { }  // owned

Error Code Reference

ErrorCauseQuick Fix
E0277Type doesn't impl traitAdd impl or change bound
E0308Type mismatchCheck generic params
E0599No method foundImport trait with use
E0038Trait not object-safeUse generics or redesign

---

Decision Guide

ScenarioChooseWhy
Performance criticalGenericsZero runtime cost
Heterogeneous collectiondyn TraitDifferent types at runtime
Plugin architecturedyn TraitUnknown types at compile
Reduce compile timedyn TraitLess monomorphization
Small, known type setenumNo indirection

---

Object Safety

A trait is object-safe if it:

  • Doesn't have Self: Sized bound
  • Doesn't return Self
  • Doesn't have generic methods
  • Uses where Self: Sized for non-object-safe methods

---

Anti-Patterns

Anti-PatternWhy BadBetter
Over-generic everythingCompile time, complexityConcrete types when possible
dyn for known typesUnnecessary indirectionGenerics
Complex trait hierarchiesHard to understandSimpler design
Ignore object safetyLimits flexibilityPlan for dyn if needed

---

Related Skills

WhenSee
Type-driven designm05-type-driven
Domain abstractionm09-domain
Performance concernsm10-performance
Send/Sync boundsm07-concurrency

Score

0–100
65/ 100

Grade

C

Popularity17/30

1,015 installs — growing adoption. Source repo has 1,241 GitHub stars.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

M04 Zero Cost skill score badge previewScore badge

Markdown

[![M04 Zero Cost skill](https://www.remoteopenclaw.com/skills/actionbook/rust-skills/m04-zero-cost/badges/score.svg)](https://www.remoteopenclaw.com/skills/actionbook/rust-skills/m04-zero-cost)

HTML

<a href="https://www.remoteopenclaw.com/skills/actionbook/rust-skills/m04-zero-cost"><img src="https://www.remoteopenclaw.com/skills/actionbook/rust-skills/m04-zero-cost/badges/score.svg" alt="M04 Zero Cost skill"/></a>

M04 Zero Cost FAQ

How do I install the M04 Zero Cost skill?

Run “npx skills add https://github.com/actionbook/rust-skills --skill m04-zero-cost” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the M04 Zero Cost skill do?

CRITICAL: Use for generics, traits, zero-cost abstraction. Triggers: E0277, E0308, E0599, generic, trait, impl, dyn, where, monomorphization, static dispatch, dynamic dispatch, impl Trait, trait bound not satisfied, 泛型, 特征, 零成本抽象, 单态化 The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the M04 Zero Cost skill free?

Yes. M04 Zero Cost is a free, open-source skill published from actionbook/rust-skills. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does M04 Zero Cost work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so M04 Zero Cost works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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