| name | rust-advanced |
| description | Advanced Rust patterns for ownership, traits, async, error handling, macros, type system tricks, unsafe, and performance. Use when tackling complex Rust problems โ not basic syntax, but multi-concern tasks like designing cancellation-safe async services, choosing between trait objects and generics, building typestated APIs, structuring error hierarchies across crate boundaries, writing proc macros, or optimizing hot paths with zero-cost abstractions. Do not use for basic Rust syntax, simple CLI tools, or beginner ownership questions. |
Rust Advanced: Patterns, Conventions & Pitfalls
This skill defines rules, conventions, and architectural decisions for building
production Rust applications. It is intentionally opinionated to prevent common
pitfalls and enforce patterns that scale.
For detailed API documentation of any crate mentioned here, use other appropriate
tools (documentation lookup, web search, etc.) โ this skill focuses on how and
why to use these patterns, not full API surfaces.
Ownership & Borrowing Rules
Interior mutability โ decision flowchart
Need shared mutation?
YES โ Single-threaded or multi-threaded?
Single-threaded โ Is T: Copy?
YES โ Cell<T> (zero overhead, no borrow tracking)
NO โ RefCell<T> (runtime borrow checking, panics on violation)
Multi-threaded โ High contention?
NO โ Arc<Mutex<T>> (simple, correct)
YES โ Arc<RwLock<T>> (many readers, few writers)
or lock-free types (crossbeam, atomic)
NO โ Use normal ownership / borrowing
Smart pointer selection
| Type | When to use |
|---|
Box<T> | Recursive types, large stack values, trait objects |
Rc<T> | Single-threaded shared ownership (trees, graphs) |
Arc<T> | Multi-threaded shared ownership |
Cow<'a, T> | Sometimes borrowed, sometimes owned โ avoid eager clones |
Pin<Box<T>> | Self-referential types, async futures |
The Cow rule
Accept Cow<str> or Cow<[T]> when a function sometimes modifies its input and
sometimes passes it through unchanged. This avoids allocating when no modification
is needed. Prefer &str in function arguments when you never need ownership.
Error Handling Strategy
The golden rule: libraries use thiserror, applications use anyhow
| Context | Crate | Why |
|---|
| Library crate | thiserror | Callers need to match on specific error variants |
| Binary / application | anyhow | Errors bubble up to user-facing messages with context |
| Internal modules | thiserror | Type-safe error variants for the parent module to handle |
| FFI boundary | Custom enum | Must map to C-compatible error codes |
Required patterns
-
Always add context when propagating with ? in application code:
fs::read_to_string(path)
.with_context(|| format!("failed to read config: {path}"))?;
-
Use #[from] for automatic conversions in library error enums:
#[derive(thiserror::Error, Debug)]
pub enum DbError {
#[error("connection failed: {0}")]
Connection(#[from] std::io::Error),
#[error("query failed: {reason}")]
Query { reason: String },
}
-
Prefer Result combinators over nested match for short chains:
map, map_err, and_then, unwrap_or_else.
-
Never unwrap() in library code. Use expect() only when the invariant
is documented and provably upheld.
Trait System Conventions
Trait objects vs generics โ decision rule
Need runtime polymorphism (heterogeneous collection, plugin system)?
YES โ dyn Trait (Box<dyn Trait> or &dyn Trait)
NO โ impl Trait / generics (zero-cost, monomorphized)
Key patterns
- Associated types over generics when there is exactly one natural
implementation per type (e.g.,
Iterator::Item).
- Sealed traits when you need to prevent downstream crates from implementing
your trait โ essential for semver stability.
- Blanket implementations to extend functionality to all types satisfying a
bound (e.g.,
impl<T: Display> ToString for T).
- Supertraits when your trait logically requires another trait's guarantees
(e.g.,
trait Printable: Debug + Display).
Object safety rules
A trait is object-safe (can be used as dyn Trait) only if:
- No methods return
Self
- No methods have generic type parameters
- All methods take
self, &self, or &mut self
If you need dyn Trait + async, use #[async_trait] or return
Box<dyn Future> manually โ native async in traits is not yet object-safe.
Async Rust Rules
Runtime: Tokio is the default
Use tokio with #[tokio::main] and #[tokio::test]. For CPU-bound work
inside an async context, use tokio::task::spawn_blocking or rayon.
Native async traits โ drop #[async_trait] where possible
Since Rust 1.75, async fn in traits works natively. Use native syntax unless
you need dyn Trait with async methods.
The Send/Sync rule
Futures passed to tokio::spawn must be Send. The #1 cause of non-Send
futures: holding a MutexGuard (or any !Send type) across an .await point.
Fix: drop the guard before awaiting, or scope the lock in a block:
{
let mut guard = lock.lock().unwrap();
guard.push(42);
}
do_async_thing().await;
Cancellation safety โ the most dangerous async footgun
Any future can be dropped at any .await point (especially in tokio::select!).
Know which operations are cancel-safe:
| Operation | Cancel-safe? |
|---|
mpsc::Receiver::recv | Yes |
AsyncReadExt::read | Yes |
AsyncWriteExt::write_all | No |
AsyncBufReadExt::read_line | No |
For cancel-unsafe code: wrap in tokio::spawn (dropping a JoinHandle does not
cancel the spawned task) or use tokio_util::sync::CancellationToken for
cooperative cancellation.
Structured concurrency: use JoinSet
let mut set = tokio::task::JoinSet::new();
for url in urls {
set.spawn(fetch(url));
}
while let Some(result) = set.join_next().await {
result??;
}
Type System Patterns
Newtype โ zero-cost domain types
Wrap primitives to create distinct types. Prevents mixing UserId with OrderId:
struct UserId(u64);
struct OrderId(u64);
Typestate โ compile-time state machine
Encode lifecycle states as type parameters. Invalid transitions become compile errors:
struct Connection<S> { socket: TcpStream, _state: PhantomData<S> }
struct Disconnected;
struct Connected;
impl Connection<Disconnected> {
fn connect(self) -> Result<Connection<Connected>> { ... }
}
impl Connection<Connected> {
fn send(&self, data: &[u8]) -> Result<()> { ... }
}
Const generics โ array sizes as type parameters
struct Matrix<const ROWS: usize, const COLS: usize> {
data: [[f64; COLS]; ROWS],
}
impl<const N: usize> Matrix<N, N> {
fn trace(&self) -> f64 { (0..N).map(|i| self.data[i][i]).sum() }
}
PhantomData variance
| Marker | Variance | Use for |
|---|
PhantomData<T> | Covariant | "Owns" a T conceptually |
PhantomData<fn(T)> | Contravariant | Consumes T (rare) |
PhantomData<fn(T) -> T> | Invariant | Must be exact type |
PhantomData<*const T> | Invariant | Raw pointer semantics |
Performance Decision Framework
Is this a hot path (profiled, not guessed)?
NO โ Write clear, idiomatic code. Don't optimize.
YES โ Which bottleneck?
CPU-bound computation โ rayon::par_iter() for data parallelism
Many small allocations โ Arena allocator (bumpalo)
Iterator chain not vectorizing โ Check for stateful dependencies,
use fold/try_fold, or restructure as plain slice iteration
Cache misses โ #[repr(C)] + align, struct-of-arrays layout
Heap allocation โ Box<[T]> instead of Vec<T> when size is fixed,
stack allocation for small types, SmallVec for usually-small vecs
The zero-cost rule
Iterator chains (filter().map().sum()) compile to the same code as hand-written
loops โ prefer them for readability. But stateful iterator chains can block
auto-vectorization; see references/performance.md for SIMD details.
Unsafe Policy
- Minimize scope โ wrap only the minimum number of lines in
unsafe {}.
- Mandatory
// SAFETY: comment on every unsafe block explaining
why the invariants are upheld.
- Prefer safe abstractions โ
as casts, bytemuck::cast, from_raw_parts
over transmute. Use transmute only as last resort with turbofish syntax.
- FFI boundary rule: generate bindings with
bindgen, wrap in a thin safe
Rust API, document every invariant.
- Never use
unsafe to bypass the borrow checker. If you think you need to,
redesign the data structure.
Common Pitfalls
-
Holding MutexGuard across .await โ makes the future !Send, breaks
tokio::spawn. Scope the lock in a block before awaiting.
-
RefCell double borrow panic โ borrow_mut() panics if any borrow is
live. Use try_borrow_mut() when borrow lifetimes aren't fully controlled.
-
Mutex deadlock โ Rust's Mutex is non-reentrant. Never lock the same
mutex twice on one thread. Acquire multiple locks in consistent order.
-
collect::<Vec<Result<T, E>>>() vs collect::<Result<Vec<T>, E>>() โ
the second form fails fast on first error and is almost always what you want.
-
Accepting &String instead of &str โ &String auto-derefs to &str
but not vice versa. Always accept &str in function signatures.
-
unwrap() in library code โ crashes the caller. Use ? with proper
error types, or expect() with documented invariant.
-
Forgetting #[must_use] on Result-returning functions โ callers may
silently ignore errors. The compiler warns, but custom types need the attribute.
-
Using std::sync::Mutex in async code โ blocks the executor thread.
Use tokio::sync::Mutex for async contexts.
-
String::from in hot loops โ allocates each iteration. Pre-allocate
with String::with_capacity() or use Cow<str>.
-
Ignoring cancellation safety in select! โ the non-winning future is
dropped. Cancel-unsafe operations lose data silently.
-
clone() as first instinct โ usually a sign of fighting the borrow
checker. Restructure ownership or use references first.
-
Box<dyn Error> instead of proper error enum โ loses the ability to
match on specific variants. Use thiserror for structured errors.
Reference Files
Read the relevant reference file when working with a specific topic:
| File | When to read |
|---|
references/ownership.md | Interior mutability, smart pointers, Cow, Pin, lifetime tricks |
references/traits.md | Trait objects, sealed traits, blanket impls, HRTB, variance |
references/error-handling.md | thiserror v2, anyhow, Result combinators, error design |
references/async-rust.md | Tokio runtime, cancellation, JoinSet, Send/Sync, select! |
references/performance.md | Zero-cost, SIMD, arena allocation, rayon, cache optimization |
references/unsafe-ffi.md | Unsafe superpowers, FFI with bindgen, transmute, raw pointers |
references/macros.md | Declarative macros, proc macros, derive macros, syn/quote |
references/type-patterns.md | Newtype, typestate, PhantomData, const generics, builder |