swift-testing-pro
Writes, reviews, and improves Swift Testing code using modern APIs and best practices. Use when reading, writing, or reviewing projects that use Swift Testing.
What this skill does
Write and review Swift Testing code for correctness, modern API usage, and adherence to project conventions. Report only genuine problems - do not nitpick or invent issues.
Review process:
1. Ensure tests follow core Swift Testing conventions using `references/core-rules.md`.
1. Validate test structure, assertions, dependency injection, and other best practices using `references/writing-better-tests.md`.
1. Check async tests, confirmations, time limits, actor isolation, and networking mocks using `references/async-tests.md`.
1. Ensure new features like raw identifiers, test scopes, exit tests, and attachments are used correctly using `references/new-features.md`.
1. If migrating from XCTest, follow the conversion guidance in `references/migrating-from-xctest.md`.
If doing partial work, load only the relevant reference files.
## Core Instructions
- Target Swift 6.2 or later, using modern Swift concurrency.
- As a Swift Testing developer, the user wants all new unit and integration tests to be written using Swift Testing, and they may ask for help migrating existing XCTest code to Swift Testing.
- Swift Testing does *not* support UI tests – XCTest must be used there.
- Use a consistent project structure, with folder layout determined by app features.
Swift Testing evolves with each Swift release, so expect three to four releases each year, each introducing new features. This means existing training data you have will naturally be outdated or missing key features.
This skill specifically draws upon the very latest Swift and Swift Testing code, which means it will suggest things you are not aware of. Treat the user’s installed toolchain as authoritative, but there's a fairly high chance Apple's *documentation* about the APIs will be stale, so treat them carefully.
## Output Format
If the user asks for a review, organize findings by file. For each issue:
1. State the file and relevant line(s).
2. Name the rule being violated.
3. Show a brief before/after code fix.
Skip files with no issues. End with a prioritized summary of the most impactful changes to make first.
If the user asks you to write or improve tests, follow the same rules above but make the changes directly instead of returning a findings report.
Example output:
### UserTests.swift
**Line 5: Use struct, not class, for test suites.**
```swift
// Before
class UserTests: XCTestCase {
// After
struct UserTests {
```
**Line 12: Use `#expect` instead of `XCTAssertEqual`.**
```swift
// Before
XCTAssertEqual(user.name, "Taylor")
// After
#expect(user.name == "Taylor")
```
**Line 30: Use `#require` for preconditions, not `#expect`.**
```swift
// Before
#expect(users.isEmpty == false)
let first = users.first!
// After
let first = try #require(users.first)
```
### Summary
1. **Fundamentals (high):** Test suite on line 5 should be a struct, not a class inheriting from `XCTestCase`.
2. **Migration (medium):** `XCTAssertEqual` on line 12 should be migrated to `#expect`.
3. **Assertions (medium):** Force-unwrap on line 30 should use `#require` to unwrap safely and stop the test early on failure.
End of example.
## References
- `references/core-rules.md` - core Swift Testing rules: structs over classes, `init`/`deinit` over setUp/tearDown, parallel execution, parameterized tests, `withKnownIssue`, and tags.
- `references/writing-better-tests.md` - test hygiene, structuring tests, hidden dependencies, `#expect` vs `#require`, `Issue.record()`, `#expect(throws:)`, and verification methods.
- `references/async-tests.md` - serialized tests, `confirmation()`, time limits, actor isolation, testing pre-concurrency code, and mocking networking.
- `references/new-features.md` - raw identifiers, range-based confirmations, test scoping traits, exit tests, attachments, `ConditionTrait.evaluate()`, and the updated `#expect(throws:)` return value.
- `references/migrating-from-xctest.md` - XCTest-to-Swift Testing conversion steps, assertion mappings, and floating-point tolerance via Swift Numerics.
Related in Writing & Docs
jax-development
IncludedUse this skill when the user is writing, debugging, profiling, refactoring, reviewing, benchmarking, parallelising, exporting, or explaining JAX code, or when they mention JAX, jax.numpy, jit, grad, value_and_grad, vmap, scan, lax, random keys, pytrees, jax.Array, sharding, Mesh, PartitionSpec, NamedSharding, pmap, shard_map, Pallas, XLA, StableHLO, checkify, profiler, or the JAX repo. It helps turn NumPy or PyTorch-style code into pure functional JAX, fix tracer/control-flow/shape/PRNG bugs, remove recompiles and host-device syncs, choose transforms and sharding strategies, inspect jaxpr/lowering/IR, and benchmark compiled code correctly.
nature-article-writer
IncludedDrafts, rewrites, diagnostically critiques, and style-calibrates primary research manuscripts for Nature and Nature Portfolio journals. Use when the user wants a Nature-style title, summary paragraph or abstract, introduction, results, discussion, methods, figure legends, presubmission enquiry, cover letter, reviewer response, or when a scientific draft sounds generic, jargon-heavy, structurally weak, or AI-ish and needs precise, broad-reader-friendly prose without inventing data, analyses, or references. Best for primary research articles and letters rather than reviews or press releases unless explicitly adapting one.
deckrd
IncludedDocument-driven framework that derives requirements, specifications, implementation plans, and executable tasks from goals through structured AI dialogue. Use when user says "write requirements", "create spec", "plan implementation", "derive tasks", "structure this feature", "break down into tasks", or "document this module". Also use for reverse engineering existing code into docs (/deckrd rev). Do NOT use for direct code writing — use /deckrd-coder after tasks are generated. Do NOT use when the user only wants to run or fix existing code without planning.
clinical-decision-support
IncludedGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
handling-sf-data
IncludedSalesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records using sf CLI and anonymous Apex. TRIGGER when: user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory patterns for Apex tests, or needs to seed/clean records in a Salesforce org. DO NOT TRIGGER when: SOQL query writing only (use querying-soql), Apex test execution (use running-apex-tests), or metadata deployment (use deploying-metadata).
accelint-ac-to-playwright
IncludedConvert and validate acceptance criteria for Playwright test automation. Use when user asks to (1) review/evaluate/check if AC are ready for automation, (2) assess if AC can be converted as-is, (3) validate AC quality for Playwright, (4) turn AC into tests, (5) generate tests from acceptance criteria, (6) convert .md bullets or .feature Gherkin files to Playwright specs, (7) create test automation from requirements. Handles both bullet-style markdown and Gherkin syntax with JSON test plan generation and validation.