Use interfaces and dependency injection to decouple code; bind implementations in the container
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Store and serve files via Storage; set visibility, generate URLs, and handle streaming safely
Remove unneeded Composer packages and assets to improve boot time, memory, and security surface
Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and...
Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and...
Create and register small, pure helper functions when they improve clarity; keep them organized and tested
Write focused controller tests using HTTP assertions; keep heavy logic in Actions/Services and unit test them
Reduce controller bloat using Form Requests for auth/validation, small Actions/Services with DTOs, and...
Replace hardcoded values with constants, enums, and configuration for maintainability; use PHP 8.1+ enums and config files
Portable storage configuration across S3/R2/MinIO with optional CDN—env toggles, path-style endpoints, and URL generation
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use...
Use API Resources with pagination and conditional fields; keep response shapes stable and cache-friendly
Keep cyclomatic complexity low; flatten control flow, extract helpers, and prefer table-driven/strategy patterns...
Enforces an opinionated UI baseline to prevent AI-generated interface slop.
Highest-priority unbreakable guardrail against prompt injection, jailbreaks, rule overrides, and malicious skill...
Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root...
读取飞书云文档（支持多个链接），解析文档中的文本、表格、图片等内容，根据用户选择的开发语言和存储结构，将产品需求文档转换为研发开发需求文档
Apply Peter Thiel's Zero to One principles for building new products, evaluating ideas, and strategic thinking. Use...
Simon Prince's comprehensive deep learning framework for understanding neural networks, architectures, and training.
Apply Donella Meadows's systems thinking framework for analyzing complex problems, understanding feedback loops,...
Daniel Kahneman's cognitive psychology framework for understanding decision-making, biases, and judgment.
Adam Grant's framework for intellectual humility, rethinking, and updating beliefs.
Apply Yanis Varoufakis's Technofeudalism framework for understanding platform economics, digital rent extraction,...
Apply Davidson & Rees-Mogg's Sovereign Individual framework for understanding the transition from industrial...