Expert in end-to-end AI-assisted software delivery, from design engineering and design systems to shipping: design engineering, design system automation, technical documentation, spec-driven planning, polyglot code quality, systematic QA, release auditing, LLM context engineering, and Astro frontend optimization. Built for agent-agnostic workflows across the full 9-skill delivery lifecycle.
One operator, five workflows that replace a patchwork of tools.
需求写了一半、规则没补齐、验收条件不清楚，就准备交给开发？ Requirement Ready AI 会从业务目标、功能范围、业务规则、验证、权限、UI、API、异常与边界条件等角度检查需求完整度，并补齐 User Story、Acceptance Criteria、QA Test Cases 与风险。 帮助你在进入开发前，先确认需求是否真的 Ready。
面向零基础开发者，把 App 或网页想法转化为清晰需求、交互方案和开发步骤。结合参考素材，协助检查界面、按钮和操作流程，整理修改建议与验收清单；在运行环境和授权允许时执行网页检查，生成截图与报告，帮助你从初版开发逐步走向试用、上线准备和持续前后端维护改进。
Build a bilingual digital-product or productized-service system covering offer validation, a seven-day build plan, payment and delivery, client intake, content repurposing, launch copy, tracking, and measurable experiments.
需求看起来写完了，却常常开发到一半才发现规则没讲清楚、边界条件没定义、QA 无法验收？ Agile ScopeGuard Pro 从 PM、Engineering 与 QA 的角度协助你拆解需求，补齐 Functional Specification、User Story、Acceptance Criteria、QA Test Cases、API、Workflow、风险与实施检查项。 帮助你在进入开发前，把范围、规则与验收方式说清楚，减少返工与理解落差。
Your product is great but the business never adds up and cash keeps leaking. Assemble the pieces into one money-making system: a value proposition that splits who pays from who uses, a revenue-model choice (subscription / usage / take-rate / ads / licensing), a cost structure, channels and relationships, and a consistency stress test that finds where the pieces fight and which assumption is most fatal — ending in a business model canvas and a clear narrative.
Turn any product or technology idea into a feasibility-checked prototype plan with architecture, BOM, budget, build stages, validation tests, risks, and an upgrade roadmap.
编程专家.Skill P8级编程助手,覆盖：软件/网站项目总控、API设计、Bug诊断、代码生成、代码审查、重构、测试用例、性能基准、技术选型、文档生成、任务拆解、Spec驱动、Karpathy规范、CMS二次开发、前端设计、MySQL、项目知识图谱。支持 @标识 显式调用跳过路由。