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Memory Safety Patterns

SkillDocs & knowledge

Teaches your agent memory-safe coding patterns like RAII, ownership, smart pointers, and resource management.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Memory Safety Patterns skill

About this capability

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.

What this skill tells your AI

The instructions your AI receives, as published by rudycity/superagent in .agents/skills/memory-safety-patterns/SKILL.md and read by ahel’s review.

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 TypeDescriptionPrevention
Use-after-freeAccess freed memoryOwnership, RAII
Double-freeFree same memory twiceSmart pointers
Memory leakNever free memoryRAII, GC
Buffer overflowWrite past buffer endBounds checking
Dangling pointerPointer to freed memoryLifetime tracking
Data raceConcurrent unsynchronized accessOwnership, 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

# 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

Signals

GitHub stars
22
Forks
3
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
memory-safety-patterns
Source
github.com/rudycity/superagent