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expectations
WHEN setting working agreements/TDD rules for this codebase; clarifies boundaries and documentation expectations.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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WHEN setting working agreements/TDD rules for this codebase; clarifies boundaries and documentation expectations.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
WHEN scraping iOS/macOS App Store data (apps, reviews, ratings, search); NOT for installing or testing apps; retrieves structured JSON data using iTunes/App Store APIs with curl and jq formatting
Comprehensive guide for implementing on-device AI models on iOS using Foundation Models and MLX Swift frameworks. Use WHEN building iOS apps with (1) Local LLM inference, (2) Vision Language Models (VLMs), (3) Text embeddings, (4) Image generation, (5) Tool/function calling, (6) Multi-turn conversations, (7) Custom model integration, or (8) Structured generation.
WHEN building ChatGPT apps using the OpenAI Apps SDK and MCP; create conversational, composable experiences with proper UX, UI, state management, and server patterns.
WHEN building SwiftUI views, managing state, setting up shared services, or making architectural decisions; NOT for UIKit or legacy patterns; provides pure SwiftUI data flow without ViewModels using @State, @Binding, @Observable, and @Environment.
WHEN building design systems or component libraries with Tailwind CSS; covers design tokens, CVA patterns and dark mode.
WHEN building React components/pages/apps; enforces scalable architecture, state management, API layer, performance patterns.
| name | expectations |
| description | WHEN setting working agreements/TDD rules for this codebase; clarifies boundaries and documentation expectations. |
At the end of every significant change, ask: "What do I wish I'd known at the start?"
Document if ANY of these are true:
#### Gotcha: [Descriptive Title]
**Context**: When this occurs
**Issue**: What goes wrong
**Solution**: How to handle it
// CORRECT - Solution
const example = "correct approach";
// WRONG - What causes the problem
const wrong = "incorrect approach";
If you find yourself writing production code without a failing test, STOP immediately and write the test first.