Coding & Development

Start a new feature end-to-end in this repo — clarify requirements, plan, branch, implement with tests, and prepare a PR. Use when asked to add a feature, page, or endpoint.

Fix a reported bug or failing test — reproduce it as a failing test first, trace the fail path, try to disprove each hypothesis, keep an experiment log, fix the root cause, look for the same bug elsewhere, and record root cause and why it slipped through in the PR. Use when a bug is reported, something is broken or throwing, a test or CI job fails, or an error log or stack trace is pasted.

Review a pull request or the current branch diff for correctness, tests and risk. Use when the user asks for a PR review or "review my changes".

Plans new macOS apps or analyzes existing projects. Creates comprehensive planning documents covering architecture, features, UI/UX, and tech stack. Use when planning a new macOS app or auditing an existing one.

>- 飞书文档发布。触发：飞书发布、publish Markdown、sync module-map、BugFix 修复说明上飞书。 OAuth 过期时 Agent **必须**按本 skill 自动 `oauth serve` 弹浏览器授权，**禁止**让用户手跑命令。

Ask which skill or flow fits your situation. A router over the skills in this repo.

审查全国大学生市场调查与分析大赛项目的规则适用、调查实施、数据真实性、证据链、隐私、AI使用及提交材料。用于参赛注意事项、阶段验收、报告查漏、提交前检查与答辩风险诊断。

Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".

为全国大学生市场调查与分析大赛筛选、收敛和论证选题，建立决策问题、目标总体、证据需求与可行性的对应关系。用于市调选题、题目修改、开题和企业命题拆解。

Create a portable, privacy-reviewed skill modeling the user's decision-making, collaboration, and communication preferences from authorized conversations or an adaptive interview. Use when someone wants to share how they think with an AI, colleague, or friend. Do not profile an unconsenting third party or claim to clone a person.

使用 Next AI Draw.io MCP 检查连接、引导授权安装、操作会话和图中对象，保存当前修改并导出 drawio、PNG、SVG、可编辑 drawio.svg。适用于需要调用该 MCP、插入图片前控制容量、同步导出及按主题版本管理文件的任务。

复盘抖音/视频号知识类直播的数据与话术，按转化漏斗定位问题。当用户发来直播数据（观看人数、停留、互动、涨粉等）并说"复盘一下"时使用。

Find the root cause of a bug, failing test, crash or unexpected behavior with a reproduce, isolate, hypothesize, verify loop, then fix it with a regression test. Use when something is broken and the cause isn't obvious.

Use when user says asap, urgent, fix this asap, quick fix, just give code, no time, deadline. Fast direct fix mode for any markdown-supported CLI agent.

审查中文合同文本，识别风险条款并给出修改建议。当用户发来一份合同（买卖、服务、合作、劳动合同、租赁等）并希望检查风险、谈判要点或"这份合同能不能签"时使用。

Use ONLY when user asks to be tutored, says be my teacher, act as TA, teach me, help me learn. Socratic concept-mastery guidance for any markdown-supported CLI agent.

Set up and run a WhatsApp virtual attendant for a business that sells products or services, using the Turbo Notify MCP server. Use when the user wants to create, configure, start, check or update the attendant, when an administrator or an attendant sends it a console command, or when a customer message arrives for a business that already has it. Works only with Turbo Notify.

Quy trình phát hành phiên bản mới lên GitHub Releases (release, phát hành, publish, tag, changelog, version mới, DMG, installer, file cài). Use when preparing or publishing a release of a tool/app - bump version, build installer, update CHANGELOG, tag, push, gh release create with asset, verify. Do NOT use for regular feature commits without a release.

Review a diff, branch or pull request for bugs, risky changes and readability problems, and report findings ranked by severity. Use when asked to review code, check a PR, or look over changes before merging.

Add a new Next.js route handler under src/app/api with Zod validation, consistent errors and Vitest tests. Use when asked to add or extend an API endpoint.

Diagnose a failing or flaky Vitest test or a failing CI check, find the root cause, and propose or apply the smallest correct fix. Use when a test fails locally or in CI.

Review the current branch's changes against main before opening a PR, using the code-reviewer subagent and this repo's checks. Use when asked to review local changes.

Read or edit a Synoptic profile, manage author follows and notification preferences, and review or mark notifications. Use for changes to the linked Synoptic account.

Configure supported Synoptic source monitors and custom scraper targets for social accounts, keywords, hashtags, cashtags, queries, follows or profile changes, Telegram channels, and GitHub repositories. Use when the user wants ongoing collection or a change to monitored sources.