Rust by Example — Patterns Through Compilable Snippets
Authority: Rust by Example — the official example-driven tutorial. This skill condenses its 24 chapters into a routing layer that points to topic-specific reference files.
This skill owns "how do I write X" patterns with concrete code. It does not own architectural decisions (rust-api-design, rust-workspace), language semantics (rust-stable), or std API selection (rust-stdlib).
Capability Boundaries
✅ Strengths
- Converting between types —
From/Into/TryFrom/as/Deref/transmute - Flow control idioms —
if let,while let,match,loopwith labels,? - Functions, methods, closures (
Fn/FnMut/FnOnce), capture modes - Modules,
use,pub,super/self/crate, file-based module resolution - Generics — functions, structs, methods, impl blocks,
whereclauses - Traits — definition, default methods, associated types, trait objects, object safety
- Error handling —
?,Result,Option, custom errors withthiserror,anyhow - Attributes —
#[derive],#[cfg],#[inline],#[allow],#[non_exhaustive] - Unsafe — raw pointers, dereferences,
unsafe fn/unsafe impl, unions, ABI - Procedural macros — derive, attribute, function-like (high-level routing to
rust-macros) - Inline assembly —
core::arch::asm!(rare but supported)
⚠️ Prerequisites
- Basic Rust syntax — see
rust-stable - Project structure — see
rust-workspace,rust-module-layout
❌ Out of Scope
- API design decisions →
rust-api-design - Workspace / module layout →
rust-workspace,rust-module-layout - Std API selection (which collection, which pointer) →
rust-stdlib - Async runtime →
rust-concurrency - Deep unsafe / FFI →
rust-unsafe-ffi - Authoring complex procedural macros →
rust-macros
Data Privacy
This skill does not collect, store, or transmit user data.
Topic Map (One Section per Pattern Category)
Each section has a short example inline; deeper patterns live in the linked reference file.
1. Type Conversions
// From / Into (lossless)
impl From<i32> for Wrapped { fn from(v: i32) -> Self { Self(v) } }
let w: Wrapped = 42.into(); // Into comes for free
// TryFrom (fallible)
impl TryFrom<&str> for Email {
type Error = EmailError;
fn try_from(s: &str) -> Result<Self, Self::Error> { /* */ }
}
// as (numeric widening/narrowing — can lose data)
let big: i64 = 1_000_000;
let small: i32 = big as i32; // ❌ silent truncation possible
// Deref (smart-pointer coercion, NOT polymorphism)
let s: String = "hi".to_string();
let s_ref: &str = &s; // Deref<Target=str> kicks in
See references/conversions.md for as vs From vs TryFrom, when each is correct.
2. Flow Control
// if let — single-pattern destructure
if let Some(x) = opt { /* */ }
// while let — loop until None
while let Some(line) = reader.lines().next() { /* */ }
// match with @-binding
match point {
Point { x: 0, y } => println!("on y-axis at {y}"),
Point { x, y: 0 } => println!("on x-axis at {x}"),
p @ Point { x: 10..=20, .. } => println!("in x-band: {p:?}"),
_ => {}
}
// loop with label
'outer: loop {
loop { break 'outer; }
}
See references/flow-control.md for match ergonomics, guards, ranges, and when to prefer if let.
3. Functions and Closures
// Closure captures by ref/move based on use
let v = vec![1, 2, 3];
let print = || println!("{:?}", v); // borrows
let consume = move || { v.into_iter().sum() }; // moves
// Fn / FnMut / FnOnce — how a closure borrows its environment
fn apply(f: impl Fn()) { f() } // can be called multiple times, immutable capture
fn apply_mut(mut f: impl FnMut()) { f() } // mutable capture
fn apply_once(f: impl FnOnce() -> i32) -> i32 { f() } // consumes captured
See references/closures.md for move keyword, return-type inference, and Fn/FnMut/FnOnce trait bounds.
4. Modules
// src/lib.rs
pub mod network; // src/network.rs OR src/network/mod.rs
pub use network::Client; // re-export
// src/network.rs
pub struct Client { /* */ }
pub fn connect() { /* */ }
// Using items
use std::collections::HashMap;
use std::io::{self, Read}; // io module + Read trait
use crate::network::Client; // absolute
use super::helper; // parent
use self::inner::Item; // current
See references/modules.md for pub/pub(crate)/pub(super), file-based vs mod.rs, and crate root re-exports. For deep layout work, route to rust-module-layout.
5. Generics
// Generic function with bound
fn first<T>(xs: &[T]) -> Option<&T> { xs.first() }
// Generic with where clause
fn sum<T>(xs: &[T]) -> T where T: Default + std::ops::AddAssign + Copy {
let mut acc = T::default();
for x in xs { acc += *x; }
acc
}
// Generic struct
struct Pair<A, B> { a: A, b: B }
impl<A: Clone, B: Clone> Pair<A, B> {
fn swapped(&self) -> Pair<B, A> { Pair { a: self.b.clone(), b: self.a.clone() } }
}
See references/generics-traits.md for monomorphization cost, when to use generics vs trait objects, and associated types vs generics.
6. Traits
// Definition with default method
pub trait Summary {
fn summarize(&self) -> String;
fn default_summary(&self) -> String { format!("(no summary)") }
}
// Trait object (dynamic dispatch)
fn print_summary(item: &dyn Summary) { println!("{}", item.summarize()); }
// Generic (static dispatch)
fn print_summary_generic<T: Summary>(item: &T) { println!("{}", item.summarize()); }
// Associated type
trait Container { type Item; fn first(&self) -> Option<&Self::Item>; }
Object safety rules: no Self in method signatures, no generic methods, sized receivers. See references/generics-traits.md.
7. Error Handling
use std::fs;
use std::io;
use std::num::ParseIntError;
// ? propagates with From conversion
fn read_count() -> Result<i32, io::Error> {
let s: String = fs::read_to_string("count.txt")?;
Ok(s.trim().parse().unwrap_or(0)) // or proper error mapping
}
// Custom error with thiserror
#[derive(thiserror::Error, Debug)]
enum Error {
#[error("io: {0}")] Io(#[from] io::Error),
#[error("parse: {0}")] Parse(#[from] ParseIntError),
#[error("not found: {key}")] NotFound { key: String },
}
// Application-layer catch-all with anyhow
fn main() -> anyhow::Result<()> {
let x: i32 = "5".parse()?;
Ok(())
}
See references/error-handling.md for ? with From, thiserror vs anyhow, and custom error design.
8. Attributes
#[derive(Debug, Clone, PartialEq)] // generate traits
struct User { id: u32 }
#[cfg(target_os = "linux")] // conditional compilation
fn setup() { /* */ }
#[inline] // hint to inline (rarely matters)
fn fast() {}
#[allow(dead_code)] // suppress warning
struct Unused;
#[non_exhaustive] // allow adding variants
enum Event { Login }
See references/attributes.md for the full attribute catalog, cfg expressions, and when #[inline] actually helps.
9. Unsafe
// Raw pointer dereference
let x = 42;
let ptr: *const i32 = &x;
let val = unsafe { *ptr };
// Splitting a slice (needs unsafe for non-overlapping aliasing)
let mut v = vec![1, 2, 3, 4];
let (left, right) = v.split_at_mut(2); // safe wrapper
// Calling C ABI
extern "C" { fn abs(input: i32) -> i32; }
let a = unsafe { abs(-5) };
// Union (unsafe to read)
#[repr(C)]
union Value { i: i32, f: f32 }
See references/unsafe.md for safety contracts, the four unsafe superpowers, and when to reach for it. For deep FFI, route to rust-unsafe-ffi.
10. Procedural Macros (overview only)
// Derive (most common)
#[derive(Debug, Clone, serde::Serialize)]
struct Config { /* */ }
// Attribute macro
#[tokio::main]
async fn main() { /* */ }
// Function-like macro
let html = html! { <div>Hello</div> };
Authoring these is complex — route to rust-macros. This skill only covers using them.
See references/procedural-macros-overview.md for the three flavors and when each applies.
11. Inline Assembly
#[cfg(target_arch = "x86_64")]
fn halt() {
unsafe { std::arch::asm!("hlt", options(nostack)); }
}
See references/inline-asm.md for asm! syntax, clobbers, and when to use it (kernel/embedded only).
Workflow
- Identify the question — "how do I write X" → this skill; "which type" →
rust-stdlib; "how to architect" →rust-api-design. - Find the matching reference — Sections 1-11 above, or the file in
references/. - Read the minimal example — copy the pattern, adapt to your code.
- Verify —
cargo check,cargo clippy. - Hand off — deeper questions route to specialized skills.
Decision Shortcuts
| Question | Where |
|---|---|
| How do I convert types? | references/conversions.md |
How do I write if let/match? |
references/flow-control.md |
| How do closures capture? | references/closures.md |
How do mod/use/pub work? |
references/modules.md |
| Generic fn/struct/impl? | references/generics-traits.md |
| Trait object vs generic? | references/generics-traits.md |
| How do I propagate errors? | references/error-handling.md |
What #[derive]/#[cfg] are there? |
references/attributes.md |
When is unsafe OK? |
references/unsafe.md |
| How do I write a procedural macro? | rust-macros skill |
What does asm! look like? |
references/inline-asm.md |
Coming From Another Language
| Pattern in... | ...becomes in Rust |
|---|---|
| Java interface + impl | Rust trait + impl block |
Java generics <T extends Foo> |
Rust <T: Foo> or where T: Foo |
Java Optional<T> |
Rust Option<T> |
| Java try/catch | Rust ? + Result |
Python with |
Rust Drop (RAII) |
| Python decorators | Rust attribute macros |
Go goroutine |
Rust thread::spawn or async task |
Go interface{} |
Rust dyn Trait or generics |
| C++ RAII destructor | Rust Drop trait |
C++ reinterpret_cast |
Rust unsafe { transmute } (avoid) |
See references/migrating-from-other-languages.md for a fuller mapping.
Resources
- Type Conversions
- Flow Control
- Closures
- Modules
- Generics and Traits
- Error Handling
- Attributes
- Unsafe
- Procedural Macros Overview
- Inline Assembly
- Migrating From Other Languages
examples/golden-by-example/: a crate exercising each pattern