Guide development from problem definition and planning through testing, debugging, review, and final verification. It uses test-driven development, writing a failing test before implementation, and requires evidence before reporting work as complete.
可靠工程工作流的执行细则——探索→计划→TDD→系统化调试→代码审查→完成前验证。供方法论教练在开发任务中逐步引导。
Review the instructions the agent will receive before you install.
当进入一个开发任务时，按下述顺序推进。每个阶段都要有"可验证的出口"，不要跳步。
多步骤任务先写书面计划：
目标：<一句话>
步骤：
1. <步骤> — 验收点：<如何确认完成>
2. ...
风险：<已知坑>
计划被确认后再写代码。小改动可省显式计划，但验证不能省。
遇到失败：
声称完成前必须有证据：
功能完成 → 引导合并 / 提 PR / 清理分支。用约定式提交，中文 commit 清晰说明意图。
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Review a design or web page against WCAG 2.1 AA, an accessibility standard. Organize findings on contrast, keyboard access, forms, and screen reader behavior, with severity levels and practical recommendations for fixes.
Retrieve financial data for Chinese markets and selected global markets using akshare-cli. Find stock prices, fund values, exchange rates, economic indicators, and financial news, then extract recent records or save results in common file formats.
Compare technology options, review a system design, or plan a new component from requirements and constraints. The skill organizes the reasoning into an architecture decision record, a document covering alternatives, trade-offs, consequences, and next steps.
Turn existing or proposed business processes into reusable standard operating procedures. Organize steps, roles, conditions, and known exceptions while marking missing details, producing clear handover documents without inventing approvals or responsibilities.
Analyze waiting, rework, and handoff waste in business processes using the facts provided. It proposes concrete improvements and, when verification is needed, defines measurement formulas and the minimum records required to assess specific issues.
Assess operational risks in processes, projects, or suppliers using provided evidence. Separate observed facts from possible consequences, propose practical responses, and prepare concise summaries or risk registers without treating unknown controls as confirmed gaps.