分析-确认-开发 是做什么的?
用于代码库分析、需求对齐、明确批准和风格一致开发的智能体技能。
用于代码库分析、需求对齐、明确批准和风格一致开发的智能体技能。
该技能为AI智能体(如Claude Code、Cursor等)提供了一套结构化的开发工作流程,包括代码库分析、需求对齐、明确批准和风格一致开发。在开发任务开始时,它首先通过分析项目结构、依赖关系和现有代码风格来全面理解代码库。然后,它通过对比用户需求与当前实现,验证变更是否与业务目标一致,并标记任何不一致之处。接下来,它会暂停并请求用户明确批准,详细列出计划中的变更及其影响,确保涉及利益相关者时的问责和透明度。获得批准后,它会在不破坏现有架构的前提下,严格匹配项目所用的编码规范、设计模式和命名约定,实施变更。该技能通过自动化分析、强制批准和风格一致性检查,显著减少生产缺陷、降低返工风险,并加速开发流程。
npx skills add zxyyang/analyze-confirm-developInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
用于代码库分析、需求对齐、明确批准和风格一致开发的智能体技能。
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.