Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
Install with the open skills CLI (global, non-interactive — available in every Claude Code session):
npx skills add wshobson/agents --skill "memory-safety-patterns" -g -a claude-code -yOr manually — clone and copy the skill directory (SKILL.md + companion files):
git clone --depth 1 https://github.com/wshobson/agents /tmp/agents && cp -r /tmp/agents/plugins/systems-programming/skills/memory-safety-patterns ~/.claude/skills/memory-safety-patterns-wshobsonThis skill is a directory: SKILL.md is the entry point; the files below ship with it.
---
name: memory-safety-patterns
description: Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
---
# Memory Safety Patterns
Cross-language patterns for memory-safe programming including RAII, ownership, smart pointers, and resource management.
## When to Use This Skill
- Writing memory-safe systems code
- Managing resources (files, sockets, memory)
- Preventing use-after-free and leaks
- Implementing RAII patterns
- Choosing between languages for safety
- Debugging memory issues
## Core Concepts
### 1. Memory Bug Categories
| Bug Type | Description | Prevention |
| -------------------- | -------------------------------- | ----------------- |
| **Use-after-free** | Access freed memory | Ownership, RAII |
| **Double-free** | Free same memory twice | Smart pointers |
| **Memory leak** | Never free memory | RAII, GC |
| **Buffer overflow** | Write past buffer end | Bounds checking |
| **Dangling pointer** | Pointer to freed memory | Lifetime tracking |
| **Data race** | Concurrent unsynchronized access | Ownership, Sync |
### 2. Safety Spectrum
```
Manual (C) → Smart Pointers (C++) → Ownership (Rust) → GC (Go, Java)
Less safe More safe
More control Less control
```
## Detailed patterns and worked examples
Detailed pattern documentation lives in `references/details.md`. Read that file when the navigation tier above is insufficient.
## Best Practices
### Do's
- **Prefer RAII** - Tie resource lifetime to scope
- **Use smart pointers** - Avoid raw pointers in C++
- **Understand ownership** - Know who owns what
- **Check bounds** - Use safe access methods
- **Use tools** - AddressSanitizer, Valgrind, Miri
### Don'ts
- **Don't use raw pointers** - Unless interfacing with C
- **Don't return local references** - Dangling pointer
- **Don't ignore compiler warnings** - They catch bugs
- **Don't use `unsafe` carelessly** - In Rust, minimize it
- **Don't assume thread safety** - Be explicit
## Debugging Tools
```bash
# AddressSanitizer (Clang/GCC)
clang++ -fsanitize=address -g source.cpp
# Valgrind
valgrind --leak-check=full ./program
# Rust Miri (undefined behavior detector)
cargo +nightly miri run
# ThreadSanitizer
clang++ -fsanitize=thread -g source.cpp
```
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in, and reading/injecting secrets for commands.
Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).
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