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Compare job levels (职级) across Chinese technology companies and against international ladders, to judge an offer, a job move or a promotion target: what a level usually means in scope and expectations, how levels roughly line up, and what to ask the recruiter. Use when asked P7 相当于什么级别, 跳槽职级怎么对标, 字节 2-2 对应阿里什么, 这个 offer 的职级合理吗, compare Chinese tech levels, or how does Alibaba P-level map to Google levels. Produces a level comparison built from the person's own ladders and offer details, a scope-and-expectation profile for each level, the negotiation questions to ask, and a clear note on what is approximate.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 写作业指导书, SOP 作业指导书, 工序作业标准, 标准作业书, 新员工看得懂的操作说明, WI 怎么写, or write a shop-floor work instruction for a production or inspection step in a Chinese factory. Produces a one-station 作业指导书 in Chinese with the header block (文件编号, 版本, 工序, 产品, 标准工时), materials and tools, numbered steps with key points (要点) and the reasons, quality checks and limits, safety notes and PPE, photo or diagram placeholders, abnormal-situation handling, and a revision record, written for a new operator.

日本語の概要は準備中です。原文の説明を表示しています。

Start a cross-team project with the collaboration contract that prevents the classic collisions — who decides what, how work flows between teams, the communication channels and cadence, and what done means — agreed before the first collision instead of during it. Use when asked kick off this cross-team project right, our two teams keep colliding, define how we'll work with the other team, or set up the partnership before we start. Produces the one-page contract: decision rights, interfaces, cadence, and the done-definition.

日本語の概要は準備中です。原文の説明を表示しています。

Generate a tailored code review checklist for any pull request based on the language, type of change, and risk level. Use when asked to review code, check a PR, review a pull request, or generate a code review checklist. Produces a focused checklist with language-specific checks, risk-level-appropriate depth, and a clear approve/request-changes recommendation.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 孩子这道题不会怎么教, 辅导作业总发火, 怎么给孩子讲应用题, 陪写作业, 作业太多写到很晚, or help a parent guide (not do) a child's homework in China. Produces, for the specific question, an age-appropriate way to explain it with guiding questions in order, a hint ladder that stops before the answer, a similar practice item, what to do if the child is stuck or upset, and a homework routine, written for the parent in Chinese; it never hands over a finished answer for the child to copy.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 公积金怎么提取, 租房能提公积金吗, 离职后公积金怎么办, 公积金贷款能贷多少, 异地提取公积金, or plan how to use a Chinese housing provident fund (住房公积金). Produces the withdrawal routes the person qualifies for (购房, 还贷, 租房, 离职或离开城市, 退休, 重大疾病 and others), the documents and channels for each, a comparison of withdrawing versus keeping the balance for a 公积金贷款, and the city-specific limits to confirm.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 怎么给老师发消息, 跟班主任沟通, 孩子在学校被欺负怎么跟老师说, 对老师的做法有意见, 请假怎么写, 家长群里怎么说话, or write a message from a parent to a teacher in China. Produces a ready-to-send WeChat or note message in Chinese, polite and specific, for the situation (asking, leave, a concern, a disagreement, bullying, thanks), a calmer version if the parent is upset, what to say if the teacher calls back, the escalation path if it is not resolved, and 家长群 etiquette.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 积分落户怎么算, 我能不能落户上海 / 北京 / 深圳, 居转户条件, 落户积分差多少, 人才引进落户, or check eligibility for a city household registration (户口) in China. Produces the routes available in the person's city (积分落户, 居转户, 人才引进, 应届生落户 and others), a score estimate built only from the city's current official scoring table, the gap and how to close it, a document checklist and a timeline, each marked to confirm with the city's official notice.

日本語の概要は準備中です。原文の説明を表示しています。

Help a student and family plan university applications after the 高考 (gaokao): use the student's provincial rank rather than raw score, build a 冲 / 稳 / 保 (reach, match, safe) list from official historical admission data, check subject requirements under the new gaokao, and weigh major against university. Use when asked 帮我填高考志愿, 志愿怎么填, 冲稳保怎么排, 这个分数能上什么学校, or plan gaokao applications. Produces a structured application list with the reasoning for each choice, a risk check of the whole list, and the questions to settle as a family. Never guarantees admission.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 大模型备案怎么做, 生成式人工智能服务备案还是登记, 算法备案流程, AI 生成内容标识怎么加, 我们接了已备案的大模型还要备案吗, or prepare a generative AI product for launch in mainland China. Produces the obligations that apply (generative AI service filing, registration for apps built on a filed model, algorithm filing, AI-generated content labelling), the documents and security self-assessment to prepare, a launch checklist, and the questions for the provincial cyberspace administration, each marked to confirm.

日本語の概要は準備中です。原文の説明を表示しています。

Win a chargeback dispute — read the reason code, assemble the evidence packet, and write the rebuttal that actually persuades the bank. Use when asked to fight a chargeback, respond to a payment dispute, write a chargeback rebuttal, or contest a customer chargeback. Produces the reason-code decode, the required-evidence checklist for that code, the structured rebuttal letter, and an honest read on whether this one is winnable — so you fight the right disputes and concede the rest. For merchants.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 帮爸妈办医保, 帮父母办养老金认证, 爸妈异地就医备案, 帮老人办银行业务, 父母被诈骗了怎么办, 教爸妈用手机办事, 代办委托书, or help an adult child handle 医保, 社保, 养老金, banking or scam protection for ageing parents in mainland China. Produces a task list for this errand, what the adult child can do remotely versus what needs the parent in person, the documents and authorisation needed, a step list for the parent in very plain large-step language (长辈版) with a call-for-help line, and an anti-scam card, with every local rule marked to confirm.

日本語の概要は準備中です。原文の説明を表示しています。

Prepare for China's annual individual income tax reconciliation (个税年度汇算): check income, deductions and special additional deductions, compare the two treatments of a year-end bonus, and estimate the refund or amount to pay before filing in the 个人所得税 app. Use when asked 个税汇算怎么弄, 年终奖单独计税还是合并, 我能退多少税, 专项附加扣除, or how does China's annual tax reconciliation work. Produces a filing checklist, the deductions the person may be missing, a bonus comparison, the estimate with workings, and deadlines. Not tax advice.

日本語の概要は準備中です。原文の説明を表示しています。

Produce a structured churn analysis that separates avoidable from unavoidable churn. Use when investigating why customers are leaving, identifying at-risk segments, calculating net revenue retention, or building a retention intervention plan. Produces a churn report with rate calculations, categorised reasons by avoidability, segment breakdown, timing analysis, early warning signals, and prioritised interventions ranked by estimated impact.

日本語の概要は準備中です。原文の説明を表示しています。

Practise the structured interview (结构化面试) for Chinese civil service and public institution posts (公务员面试 / 事业单位面试): the common question types, a clear answer structure for each, timed mock rounds and feedback on content, structure and delivery. Use when asked 公务员面试怎么准备, 结构化面试题, 帮我模拟面试, 综合分析题怎么答, 应急应变题, or practise the civil service interview. Produces a question-type guide, answer frameworks with worked examples, a timed mock interview asked one question at a time, scored feedback, and a practice plan up to the interview date.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 出口报关需要什么单证, 报关资料清单, 申报要素怎么填, 报关单和发票对不上, 出口退税需要的单证, 进口清关资料, or prepare customs documents for an export or import shipment in mainland China. Produces a document checklist for this shipment (报关单 data, 商业发票, 装箱单, 合同, 委托书, licences and certificates), a cross-document consistency check, the 申报要素 to prepare for the HS code, inspection and licence flags, the timeline with the customs broker, and the records to keep for the export rebate, all marked to confirm with the broker and customs.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 参考文献格式怎么写, 按 GB/T 7714 排参考文献, 帮我改参考文献格式, 顺序编码制还是著者-出版年制, 文献类型标识 J M D 是什么, or format references to the Chinese national standard. Produces references formatted to GB/T 7714 in the numeric (顺序编码制) or author-year (著者-出版年制) system, with the right document type codes, a check of each entry, and a deterministic formatter script for long lists.

日本語の概要は準備中です。原文の説明を表示しています。

Practise the essay paper (申论) of the Chinese civil service examination (国考 / 省考): work a question from the given materials (给定资料), find the scoring points (要点), draft an answer in the expected format, and mark it the way examiners do. Use when asked 申论怎么写, 帮我批改申论, 归纳概括题怎么答, 申论大作文, 公文写作题, or practise the shenlun paper. Produces a question-type diagnosis, the points extracted from the materials with their source paragraphs, a model answer within the word limit, a marking of the person's own answer against the points, and a practice plan.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 数据出境要申报吗, 数据出境安全评估还是标准合同, 个人信息出境标准合同怎么备案, 我们把数据传到海外总部合规吗, or decide how to transfer data out of mainland China lawfully. Produces a data map of what leaves China, the route that applies (an exemption, the personal information export standard contract, certification, or a CAC security assessment) with the thresholds to confirm, the filing steps, and the documents to prepare, including the personal information protection impact assessment.

日本語の概要は準備中です。原文の説明を表示しています。

Build a small, coherent opening repertoire that fits your style and level — the few lines actually worth learning, plus the plans and traps behind them. Use when asked what chess opening should I learn, build me a repertoire, help with my openings, or what to play against [opening]. Produces a compact repertoire for White and Black keyed to your rating and style, the main ideas and typical plans (not just moves to memorize), the common traps to know from both sides, and what to study next — kept small enough to actually learn.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 5S 检查表, 6S 管理, 现场管理检查, 5S 评分标准, 车间 6S 稽核, 做一份 5S 推行计划, or design a 5S or 6S audit for a workshop, warehouse or office in a Chinese factory. Produces an audit checklist for the area with scored criteria for 整理, 整顿, 清扫, 清洁, 素养 (and 安全 for 6S), a scoring guide with photo evidence rules, a results summary and red-tag list, a corrective-action tracker with owners and dates, and an audit rota, in Chinese.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 写8D报告, 客户投诉8D, 质量问题8D, 客诉回复报告, 8D 怎么写, 根本原因分析报告, or write an 8D problem-solving report for a customer complaint or internal quality issue in a Chinese factory. Produces a bilingual (Chinese and English) 8D report from D0 to D8 with the problem described by 5W2H, dated containment actions and suspect-stock quantities, root cause for both occurrence and escape (流出) with 5 Why and fishbone evidence, verified corrective actions, prevention through updated PFMEA, control plan and SOP, and closure criteria, in the format customers expect.

日本語の概要は準備中です。原文の説明を表示しています。

Use when asked 回复询盘, 外贸询盘怎么回, 帮我回客户邮件, 阿里国际站询盘回复, 客户只问价格怎么回, 跟进没回复的客户, or reply to a foreign-trade inquiry from a Chinese exporter. Produces a reply email in English (or the buyer's language) with a Chinese version for the sales team, a read of the inquiry's quality and the buyer's likely type, the questions to qualify the buyer, a price or quotation approach without underselling, and a follow-up sequence for no reply, with export-control and sanctions checks flagged.

日本語の概要は準備中です。原文の説明を表示しています。

Plan a Chinese company's entry into an overseas market (出海): choose the market with evidence, then plan entity, payments, localisation, compliance, channels and team for the first twelve months. Use when asked 出海计划, 我们要进入东南亚 / 中东 / 欧洲 / 美国市场, how should a Chinese company expand overseas, or a go-global plan. Produces a market scorecard, a twelve-month entry plan by workstream, the compliance and data checklist for the chosen market, and the top risks with mitigations. Bilingual output on request.

日本語の概要は準備中です。原文の説明を表示しています。