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m04-zero-costm04 零成本

Agent Skill

m04-zero-cost 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 Codex、Claude、Cursor、Gemini CLI 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

16,393

周安装

697

GitHub Stars

1,068

下载量

5,743
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安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

3

许可证

MIT

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:m04-zero-cost(m04 零成本)
来源仓库:https://github.com/zhanghandong/rust-skills
仓库路径:skills/m04-zero-cost
安装命令:
npx skills add https://github.com/zhanghandong/rust-skills --skill m04-zero-cost
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

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

简介

编译时与运行时多态性:泛型、特征对象和零成本抽象模式。

  • 区分静态调度(泛型、impl Trait) 来自动态调度 ( dyn Trait),并根据类型知识、性能优先级和集合异质性提供有关何时适合每个选项的决策指导
  • 将常见类型系统错误(E0277、E0308、E0599、E0038)映射到底层设计问题,而不是机械修复
  • 涵盖对象安全约束、单态化权衡以及反模式(例如过度泛型或不必要的动态)
  • 间接
  • 包括语法参考、快速决策表以及链接到相关领域和类型驱动设计技能的追踪/追踪模式

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

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

04

需要参考平台分布和安装热度时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

补充不同宿主或平台的使用分布数据

能力 5

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

OpenCode

26.1%
按下载量换算1,499

Claude Code

22.96%
按下载量换算1,319

Codex

15.14%
按下载量换算869

Gemini CLI

13.27%
按下载量换算762

Antigravity

7.28%
按下载量换算418

Cursor

3.27%
按下载量换算188

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

来源信息

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