m02-resource

m02-resource

인기

CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配

534
53포크
업데이트됨 1/24/2026
SKILL.md
readonlyread-only
name
m02-resource
description

"CRITICAL: Use for smart pointers and resource management. Triggers: Box, Rc, Arc, Weak, RefCell, Cell, smart pointer, heap allocation, reference counting, RAII, Drop, should I use Box or Rc, when to use Arc vs Rc, 智能指针, 引用计数, 堆分配"

Resource Management

Layer 1: Language Mechanics

Core Question

What ownership pattern does this resource need?

Before choosing a smart pointer, understand:

  • Is ownership single or shared?
  • Is access single-threaded or multi-threaded?
  • Are there potential cycles?

Error → Design Question

Error Don't Just Say Ask Instead
"Need heap allocation" "Use Box" Why can't this be on stack?
Rc memory leak "Use Weak" Is the cycle necessary in design?
RefCell panic "Use try_borrow" Is runtime check the right approach?
Arc overhead complaint "Accept it" Is multi-thread access actually needed?

Thinking Prompt

Before choosing a smart pointer:

  1. What's the ownership model?

    • Single owner → Box or owned value
    • Shared ownership → Rc/Arc
    • Weak reference → Weak
  2. What's the thread context?

    • Single-thread → Rc, Cell, RefCell
    • Multi-thread → Arc, Mutex, RwLock
  3. Are there cycles?

    • Yes → One direction must be Weak
    • No → Regular Rc/Arc is fine

Trace Up ↑

When pointer choice is unclear, trace to design:

"Should I use Arc or Rc?"
    ↑ Ask: Is this data shared across threads?
    ↑ Check: m07-concurrency (thread model)
    ↑ Check: domain-* (performance constraints)
Situation Trace To Question
Rc vs Arc confusion m07-concurrency What's the concurrency model?
RefCell panics m03-mutability Is interior mutability right here?
Memory leaks m12-lifecycle Where should cleanup happen?

Trace Down ↓

From design to implementation:

"Need single-owner heap data"
    ↓ Use: Box<T>

"Need shared immutable data (single-thread)"
    ↓ Use: Rc<T>

"Need shared immutable data (multi-thread)"
    ↓ Use: Arc<T>

"Need to break reference cycle"
    ↓ Use: Weak<T>

"Need shared mutable data"
    ↓ Single-thread: Rc<RefCell<T>>
    ↓ Multi-thread: Arc<Mutex<T>> or Arc<RwLock<T>>

Quick Reference

Type Ownership Thread-Safe Use When
Box<T> Single Yes Heap allocation, recursive types
Rc<T> Shared No Single-thread shared ownership
Arc<T> Shared Yes Multi-thread shared ownership
Weak<T> Weak ref Same as Rc/Arc Break reference cycles
Cell<T> Single No Interior mutability (Copy types)
RefCell<T> Single No Interior mutability (runtime check)

Decision Flowchart

Need heap allocation?
├─ Yes → Single owner?
│        ├─ Yes → Box<T>
│        └─ No → Multi-thread?
│                ├─ Yes → Arc<T>
│                └─ No → Rc<T>
└─ No → Stack allocation (default)

Have reference cycles?
├─ Yes → Use Weak for one direction
└─ No → Regular Rc/Arc

Need interior mutability?
├─ Yes → Thread-safe needed?
│        ├─ Yes → Mutex<T> or RwLock<T>
│        └─ No → T: Copy? → Cell<T> : RefCell<T>
└─ No → Use &mut T

Common Errors

Problem Cause Fix
Rc cycle leak Mutual strong refs Use Weak for one direction
RefCell panic Borrow conflict at runtime Use try_borrow or restructure
Arc overhead Atomic ops in hot path Consider Rc if single-threaded
Box unnecessary Data fits on stack Remove Box

Anti-Patterns

Anti-Pattern Why Bad Better
Arc everywhere Unnecessary atomic overhead Use Rc for single-thread
RefCell everywhere Runtime panics Design clear ownership
Box for small types Unnecessary allocation Stack allocation
Ignore Weak for cycles Memory leaks Design parent-child with Weak

Related Skills

When See
Ownership errors m01-ownership
Interior mutability details m03-mutability
Multi-thread context m07-concurrency
Resource lifecycle m12-lifecycle

You Might Also Like

Related Skills

coding-agent

coding-agent

179Kdev-codegen

Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.

openclaw avataropenclaw
받기
add-uint-support

add-uint-support

97Kdev-codegen

Add unsigned integer (uint) type support to PyTorch operators by updating AT_DISPATCH macros. Use when adding support for uint16, uint32, uint64 types to operators, kernels, or when user mentions enabling unsigned types, barebones unsigned types, or uint support.

pytorch avatarpytorch
받기
at-dispatch-v2

at-dispatch-v2

97Kdev-codegen

Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.

pytorch avatarpytorch
받기
skill-writer

skill-writer

97Kdev-codegen

Guide users through creating Agent Skills for Claude Code. Use when the user wants to create, write, author, or design a new Skill, or needs help with SKILL.md files, frontmatter, or skill structure.

pytorch avatarpytorch
받기

Implements JavaScript classes in C++ using JavaScriptCore. Use when creating new JS classes with C++ bindings, prototypes, or constructors.

oven-sh avataroven-sh
받기

Creates JavaScript classes using Bun's Zig bindings generator (.classes.ts). Use when implementing new JS APIs in Zig with JSC integration.

oven-sh avataroven-sh
받기