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M02 Resource Agent Skill

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

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SKILL.md, read when the skill is used
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
108
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/moeru-ai/auv --skill m02-resource

The instruction itself

11 sections, as written by the author

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:

  • What's the ownership model?
  • Single owner → Box or owned value
  • Shared ownership → Rc/Arc
  • Weak reference → Weak
  • What's the thread context?
  • Single-thread → Rc, Cell, RefCell
  • Multi-thread → Arc, Mutex, RwLock
  • 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 |


| When | See |

|------|-----|

| Ownership errors | m01-ownership |

| Interior mutability details | m03-mutability |

| Multi-thread context | m07-concurrency |

| Resource lifecycle | m12-lifecycle |

How to use it

Copy the folder

Take moeru-ai/m02-resource from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.