memory
Swift 6.2 InlineArray and Span types for zero-overhead memory access, fixed-size collections, and safe pointer alternatives. Use when optimizing performance-critical code paths.
What this skill does
# InlineArray and Span
Guidance for Swift 6.2's low-level memory types: `InlineArray` for fixed-size inline storage without heap allocation, and `Span` for safe, zero-cost access to contiguous memory. These replace common uses of `UnsafeBufferPointer` and hand-tuned tuple storage with compiler-checked alternatives.
## When This Skill Activates
Use this skill when the user:
- Asks about **InlineArray**, **fixed-size arrays**, or **stack-allocated collections**
- Mentions **Span**, **MutableSpan**, **RawSpan**, or **UTF8Span**
- Wants to **eliminate heap allocations** in hot paths
- Is replacing **UnsafeBufferPointer** or **UnsafePointer** with safe alternatives
- Asks about **value generics** or `let count: Int` generic parameters
- Needs **zero-copy** access to collection storage
- Mentions **inline storage**, **contiguous memory**, or **memory layout**
- Is doing **binary parsing**, **signal processing**, or **embedded Swift** work
- Wants to avoid **copy-on-write overhead** for small fixed collections
- Asks about **non-escapable types** or **lifetime dependencies** in Swift
## Decision Tree
```
What memory optimization do you need?
│
├─ A fixed-size collection that never grows/shrinks
│ │
│ ├─ Size known at compile time, stored on stack
│ │ └─ InlineArray<N, Element>
│ │ ├─ No heap allocation
│ │ ├─ No reference counting
│ │ └─ No copy-on-write (eager copies)
│ │
│ └─ Size may vary at runtime
│ └─ Array<Element> (standard library)
│
├─ Safe read access to contiguous memory
│ │
│ ├─ Read-only access to typed elements
│ │ └─ Span<Element>
│ │
│ ├─ Mutable access to typed elements
│ │ └─ MutableSpan<Element>
│ │
│ ├─ Read-only access to raw bytes
│ │ └─ RawSpan
│ │
│ ├─ Mutable access to raw bytes
│ │ └─ MutableRawSpan
│ │
│ ├─ Unicode text processing
│ │ └─ UTF8Span
│ │
│ └─ Initializing a new collection's storage
│ └─ OutputSpan
│
├─ Unsafe pointer access (legacy or interop)
│ └─ UnsafeBufferPointer / UnsafeMutableBufferPointer
│ └─ Prefer Span instead for new code
│
└─ Standard dynamic collection
└─ Array<Element>
├─ Heap-allocated, copy-on-write
└─ Grows/shrinks dynamically
```
## API Availability
| API | Minimum Version | Notes |
|-----|----------------|-------|
| `InlineArray<let count: Int, Element>` | Swift 6.2 | Uses value generics; `@frozen` struct |
| `Span<Element>` | Swift 6.2 | Non-escapable, lifetime-dependent |
| `MutableSpan<Element>` | Swift 6.2 | Mutable variant of Span |
| `RawSpan` | Swift 6.2 | Untyped byte-level access |
| `MutableRawSpan` | Swift 6.2 | Mutable untyped byte access |
| `UTF8Span` | Swift 6.2 | Unicode-aware text processing |
| `OutputSpan` | Swift 6.2 | For initializing collection storage |
| `.span` property on `Array` | Swift 6.2 | Returns `Span<Element>` |
| `.span` property on `Data` | Swift 6.2 | Returns `Span<UInt8>` |
## Top 5 Mistakes
| # | Mistake | Fix |
|---|---------|-----|
| 1 | Trying to append/remove elements on `InlineArray` | `InlineArray` is fixed-size; use `Array` if you need dynamic sizing |
| 2 | Returning a `Span` from a function | `Span` is non-escapable and cannot outlive its source; restructure to process data within the same scope |
| 3 | Capturing a `Span` in a closure | `Span` cannot be captured; pass the span as a parameter or use `Array` for escaped contexts |
| 4 | Using `InlineArray` for large or frequently copied collections | `InlineArray` copies eagerly (no COW); use `Array` for large data that is shared or copied often |
| 5 | Accessing a `Span` after mutating the source container | Mutation invalidates the span; re-acquire the span after any modification |
## InlineArray
### Declaration
`InlineArray` uses Swift's value generics to encode the count in the type:
```swift
@frozen struct InlineArray<let count: Int, Element> where Element: ~Copyable
```
### Initialization
```swift
// Explicit count
let a: InlineArray<4, Int> = [1, 2, 4, 8]
// Count inferred from literal
let b: InlineArray<_, Int> = [1, 2, 4, 8] // count = 4
// Element type inferred from literal
let c: InlineArray<4, _> = [1, 2, 4, 8] // Element = Int
// Both inferred
let d: InlineArray = [1, 2, 4, 8] // InlineArray<4, Int>
```
### Memory Layout
Elements are stored contiguously with no overhead. Size equals `count * MemoryLayout<Element>.stride`:
```swift
MemoryLayout<InlineArray<0, UInt16>>.size // 0
MemoryLayout<InlineArray<0, UInt16>>.stride // 1
MemoryLayout<InlineArray<3, UInt16>>.size // 6 (2 bytes x 3)
MemoryLayout<InlineArray<3, UInt16>>.stride // 6
MemoryLayout<InlineArray<3, UInt16>>.alignment // 2 (same as UInt16)
```
### Basic Usage
```swift
var array: InlineArray<3, Int> = [1, 2, 3]
// Subscript access
array[0] = 4
// Iterate via indices
for i in array.indices {
print(array[i])
}
// Copies are eager (no copy-on-write)
var copy = array
copy[0] = 99
// array[0] is still 4
```
### InlineArray vs Array
| Characteristic | InlineArray | Array |
|---------------|-------------|-------|
| Storage | Inline (stack or enclosing type) | Heap-allocated buffer |
| Size | Fixed at compile time | Dynamic |
| Copy semantics | Eager (full copy) | Copy-on-write |
| Reference counting | None | Yes (buffer reference) |
| Exclusivity checks | None | Yes |
| Append/remove | Not supported | Supported |
## Span Family
### Span (Read-Only)
Provides safe, direct access to contiguous typed memory. Non-escapable -- cannot outlive the source.
```swift
let array = [1, 2, 3, 4]
let span = array.span // Span<Int>
// Access elements
let first = span[0]
let count = span.count
// Iterate
for element in span {
print(element)
}
```
### MutableSpan
Mutable access to contiguous storage:
```swift
var array = [1, 2, 3, 4]
array.withMutableSpan { span in
for i in span.indices {
span[i] *= 2
}
}
// array is now [2, 4, 6, 8]
```
### RawSpan
Untyped byte-level access for binary data:
```swift
let data = Data([0xFF, 0x00, 0xAB, 0xCD])
let rawSpan = data.span // Span<UInt8> for byte-level access
```
### UTF8Span
Specialized for safe and efficient Unicode processing of UTF-8 encoded text.
## Safety Constraints
### Non-Escapable: Cannot Return from Functions
`Span` has a lifetime dependency on the container it was derived from. It cannot be returned:
```swift
// ❌ Wrong -- Span cannot escape the function
func getSpan() -> Span<UInt8> {
let array: [UInt8] = Array(repeating: 0, count: 128)
return array.span // Compiler error
}
// ✅ Right -- process within the same scope
func processData(_ array: [UInt8]) {
let span = array.span
// Use span here
let sum = span.reduce(0, +)
}
```
### Non-Escapable: Cannot Capture in Closures
```swift
// ❌ Wrong -- Span cannot be captured
func makeClosure() -> () -> Int {
let array: [UInt8] = Array(repeating: 0, count: 128)
let span = array.span
return { span.count } // Compiler error
}
// ✅ Right -- use Span within the local scope only
func countElements(_ array: [UInt8]) -> Int {
let span = array.span
return span.count
}
```
### Invalidation on Mutation
Modifying the source container invalidates any existing span:
```swift
// ❌ Wrong -- span is invalidated after mutation
var array = [1, 2, 3]
let span = array.span
array.append(4) // Invalidates span
// let x = span[0] // Undefined behavior
// ✅ Right -- re-acquire span after mutation
var array = [1, 2, 3]
array.append(4)
let span = array.span // Fresh span after mutation
let x = span[0] // Safe
```
## Performance Considerations
### When InlineArray Wins
- **Small, fixed-size data** (e.g., color components, matrix rows, coordinate tuples)
- **Hot loops** where heap allocation / ARC overhead is measurable
- **Embedded Swift** or contexts with no allocator
- **Struct fields** that should be stored inline rather than behind a pointer
### When Array Wins
- Collection size is unknown or variable
- Collection is large andRelated in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.