生成《合规与标准策略书》，识别项目必须遵循的法律法规和行业标准，并提出合规策略。适用于项目立项、合规审查、标准认证等场景。
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生成结构清晰、逻辑严谨的技术实现方案。当用户要求生成"技术方案"、"技术实现方案"、"技术路线图"，或将技术创意转化为可工程实现的文档时使用。包含文档目的、核心技术概述、详细操作步骤和常见问题解决。
生成《立论白皮书》，从理论层面系统性论证项目的创新性、合理性和理论基础。适用于学术论文、技术立项、理论论证等场景。
生成《价值主张报告》，清晰、有力地定义和阐述项目为各方创造的核心价值。适用于商业计划、价值评估、战略规划等场景。
通用文档审核技能，基于可配置的审核标准对各类文档进行质量评审。支持循环改进机制，确保输出质量达标。
Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root...
Enforces an opinionated UI baseline to prevent AI-generated interface slop.
Keep cyclomatic complexity low; flatten control flow, extract helpers, and prefer table-driven/strategy patterns...
Use API Resources with pagination and conditional fields; keep response shapes stable and cache-friendly
Build production-grade Laravel REST APIs using opinionated architecture patterns with Laravel best practices. Use...
Portable storage configuration across S3/R2/MinIO with optional CDN—env toggles, path-style endpoints, and URL generation
Replace hardcoded values with constants, enums, and configuration for maintainability; use PHP 8.1+ enums and config files
Reduce controller bloat using Form Requests for auth/validation, small Actions/Services with DTOs, and...
Write focused controller tests using HTTP assertions; keep heavy logic in Actions/Services and unit test them
Create and register small, pure helper functions when they improve clarity; keep them organized and tested
Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and...
Create effective debugging prompts—include error messages, stack traces, expected vs actual behavior, logs, and...
Remove unneeded Composer packages and assets to improve boot time, memory, and security surface
Store and serve files via Storage; set visibility, generate URLs, and handle streaming safely
Use interfaces and dependency injection to decouple code; bind implementations in the container
Build with i18n in mind from day one using Laravel translation helpers, JSON files, Blade integration, and locale management
Refine AI-generated code through specific feedback—point out errors, identify gaps, show desired changes, reference...
Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories;...
Use framework caches and value/query caching to reduce work; add tags, locks, and explicit invalidation strategies...