算法艺术创作
algorithmic-art
通过代码和可调参数创作生成艺术与交互式视觉效果。
improvement【设计与创意】Guide for making improvements to existing ClaudeBar functionality using TDD. Use this skill when: (1) Enhancing existing features (not adding new ones) (2) Improving UX, performance, or code quality (3) User asks "improve X", "make Y better", or "enhance Z" (4) Small enhancements that don't require full architecture design For NEW features, use imple…
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Make improvements to existing functionality using TDD and rich domain design.
| Scenario | Skill to Use |
|---|---|
| Enhance existing behavior | improvement (this skill) |
| Fix broken behavior | fix-bug |
| Add new feature | implement-feature |
| Add new AI provider | add-provider |
| A new report card over usage history | add-report |
┌─────────────────────────────────────────────────────────────┐
│ 0. CHECK THE DESIGN (docs are the source of truth) │
├─────────────────────────────────────────────────────────────┤
│ • Read USER_JOURNEYS, CANONICAL, TARGET, design.md │
│ • Think the domain: how should it be? (domain-shape.md) │
│ • Does the improvement change a law, an owner, a word? │
│ • If so: write it into the docs, ask the user to confirm │
└─────────────────────────────────────────────────────────────┘
│
▼ (design confirmed, or unchanged)
┌─────────────────────────────────────────────────────────────┐
│ 1. UNDERSTAND CURRENT STATE │
├─────────────────────────────────────────────────────────────┤
│ • Read existing code │
│ • Understand current behavior │
│ • Identify what to improve │
└─────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ 2. WRITE TEST FOR IMPROVED BEHAVIOR (Red) │
├─────────────────────────────────────────────────────────────┤
│ • Test describes the IMPROVED behavior │
│ • Test should FAIL initially │
│ • Keep existing tests passing │
└─────────────────────────────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ 3. IMPLEMENT & VERIFY (Green) │
├─────────────────────────────────────────────────────────────┤
│ • Implement the improvement │
│ • New test PASSES │
│ • All existing tests still pass │
└─────────────────────────────────────────────────────────────┘
The design docs are the source of truth (AGENTS.md).
Read the design in order — USER_JOURNEYS.md,
CANONICAL_MODEL.md, TARGET_ARCHITECTURE.md, then the
feature's design.md. An improvement that only makes the code match the docs needs no
approval. One that changes a law, its owner, a word the screen prints, or adds a piece is a
design change: write it into the docs and ask the user to confirm before coding.
Think the domain first. Before changing code, ask how the domain should be, from the person's problem rather than the class at hand. Ask the five questions of the types the improvement touches (would the person say it, does the thing decide about itself, can you see every state, is it as small as it can be, is what differs data) and refine them in the same change → domain-shape.md. An improvement is the usual moment to fit a type to its shape; a new aggregate or a moved owner is a design change, confirmed first.
Enhance user experience without changing core logic:
Examples:
- Settings view scrolls on small screens
- Better loading indicators
- Improved accessibility
- Cleaner visual layout
Test approach: a mockup in design-concept/<feature>/ first for a visible change,
then the real UI on mock data (scripts/demo-screenshots.sh) — never real names,
emails or usage. Views render and tell; a rule they need lives in the domain.
Enhance a rule on the type that owns it (CANONICAL §5) — tell, don't ask:
Examples:
- A status the view used to work out moves onto its owner
- A better status calculation
- Better encapsulation of an invariant
Never a new field on UsageSnapshot: the kernel is shrinking toward Usage
(CANONICAL §6). Put the rule on the value or aggregate that owns it.
Test approach: State-based tests on the owner
@Test func `should be critical when a tenth is left`() {
let quota = UsageQuota(percentRemaining: 10, quotaType: .session, providerId: "claude")
#expect(quota.status == .critical)
}
Make fetching or reading usage better: a provider's definition, or a generic
worker in DataSources that every definition can use:
Examples:
- Better error messages (a `text` mapping's error phrases, a `UsageError` hint)
- More robust reading (a new JSON mapping rule instead of a script)
- Timeouts, `cache.ttl`, a remembered rate limit
- A fallback or hand-off (`fallback`, `fallbackOn`)
Test approach: golden tests that run the real definition over stubbed
connections (StubbedProvider), or worker tests in Modules/DataSources/Tests/.
Never a vendor-named Swift type: improve the definition, or the generic piece.
Optimize existing functionality:
Examples:
- Reduce redundant API calls
- Lazy loading
- Parallel execution
- Caching
Test approach: Behavior tests (same results, better performance)
Name each test should <outcome> [when <situation>], in the person's words, never a method, type or mechanism verb → Naming tests.
@Suite
struct {Component}Tests {
@Test func `should {improved outcome} [when {situation}]`() {
// Given - standard setup
let component = Component(...)
// When - action
let result = component.improvedMethod()
// Then - verify improved behavior
#expect(result.hasImprovedProperty)
}
}
Improvements should NOT break existing behavior:
tuist test Providers # one module's tests while working (schemes: Providers, DataSources, Domain, Infrastructure, AppTests, AcceptanceTests)
# tuist caches results; one suite for real, and the final check of everything:
xcodebuild test -workspace ClaudeBar.xcworkspace -scheme ClaudeBar-Workspace \
-destination 'platform=macOS,arch=arm64' -only-testing:ProvidersTests/ClaudeAPITests
xcodebuild test -workspace ClaudeBar.xcworkspace -scheme ClaudeBar-Workspace -destination 'platform=macOS,arch=arm64'
Reference: MODULAR_DESIGN.md (modules) · TARGET_ARCHITECTURE.md (how a provider runs) · ARCHITECTURE.md (the app layers)
Find which module the behaviour lives in before you change it: the table in implement-feature → Architecture is the one map (where each thing lives, and where its tests go).
A bug or improvement in a provider is made in its JSON (or its mapping
script), or generically in DataSources — never with vendor-named Swift, and
never with a line in ClaudeBarApp that names it (providers are found by
ProviderCatalog.detect()). Modules never import Domain.
xcodebuild test green (tuist test skips cached targets)## [Unreleased] in CHANGELOG.md, under its heading (Fixed / Changed): the effect in the person's words, ≤300 characters, an absolute issue or PR link, for a change the person notices