zhu327

Use when executing a written implementation plan in the current session. Dispatches implementation subagents per task with dependency-aware wave parallelism, file-conflict checks, spec review, code-quality review, and validation.

Write E2E API tests using httpexpect and testcontainers for kfinops. Use when adding E2E tests, covering new API endpoints, or when user mentions E2E, end-to-end, integration testing, or API testing.

Execute implementation plans by dispatching subagents per task with dependency-aware parallel scheduling. Use when writing-plans or /go hands off a plan for same-session execution with wave-parallel subagents.

Use when writing or updating kfinops end-to-end HTTP API tests backed by httpexpect and testcontainers. Trigger for E2E/end-to-end/integration coverage of new or changed API endpoints, not for unit-only handler tests.

Turn vague or complex Codex tasks into strong `/goal` commands with outcome, verification, constraints, boundaries, iteration policy, completion evidence, and pause/block conditions. Use when the user asks for Codex goal instructions, Goal 指令, 目标指令, `/goal` prompts, 中文 Goal 模板, plan-to-goal interviews, success criteria, verification commands, or bounded agent work definitions.

Explore user intent and turn ideas into fully formed designs through collaborative dialogue. Use before creating features, building components, adding functionality, or modifying behavior. Ensures requirements are clear before implementation begins.

Expert code review of current git changes with a senior engineer lens. Detects SOLID violations, structural regressions, spaghetti growth, security risks, and proposes actionable improvements. Use when user asks for code review, PR review, or when /go pipeline reaches the review stage.

Find deepening opportunities in a codebase, informed by the project's architecture rules in .cursor/rules/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

Create, update, or publish Markdown content into WPS AirPage/智能文档/flexpaper via wpsx. Use for writing/importing reports, publishing local Markdown/code docs, or updating cloud docs; use wps-yundoc for read/search-only document tasks.

Manage WPS calendar events (日历/日程) via wpsx. Use for schedules, creating/updating events, free-busy, attendees, and finding time slots. For online meeting rooms, transcripts, or minutes, use wps-meeting instead.

CRUD operations on WPS smart sheets (数据表/多维表格/dbsheet) via wpsx. Use for querying/inserting/updating records, fields, sheet structures, imports, table management, or prompts about 多维表格/数据表/记录/字段.

Read, search, summarize, draft, reply/forward, and send WPS邮件 via wpsx. Use for inbox/收件箱, unread mail, 查邮件, 发邮件, 回复, 转发, mail search, or email summaries; confirm before sending.

Manage WPS online meetings (在线会议) via wpsx: meeting rooms, links/codes, participants, transcripts, minutes, and summaries. Use for creating/querying/canceling online meetings or reading 转写/纪要; use wps-calendar for ordinary schedule/free-busy tasks.

Read/search WPS协作 chat conversations and messages via wpsx. Use for 群聊/聊天记录, unread/@我, daily chat summaries, finding who said something, member lookup, or creating chat conversations. Not for sending messages.

Manage WPS personal tasks (个人待办/todo) via wpsx. Use for listing, creating, updating, completing tasks, reminders, due dates/截止时间, priorities, or todo summaries; confirm before creating/updating/completing.

Search, read, extract, summarize, and inspect WPS/KDocs cloud documents (云文档/金山文档) via wpsx. Use for finding docs, reading content, comments, metadata, or document Q&A. Use wps-airpage for creating/updating document content.

Design and implement automation workflows to save time and scale operations as a solopreneur. Use when identifying repetitive tasks to automate, building workflows across tools, setting up triggers and actions, or optimizing existing automations. Covers automation opportunity identification, workflow design, tool selection (Zapier, Make, n8n), testing, and maintenance. Trigger on "automate", "automation", "workflow automation", "save time", "reduce manual work", "automate my business", "no-code automation".

Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).

Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.