Mohit Aggarwal

Write a one-page CV for management consulting, investment banking or private equity, in the dense format those screeners expect: education first, quantified bullets, leadership and interests that show drive. Use when asked to write my consulting CV, banking resume, PE CV, make my CV for McKinsey, BCG, Bain, Goldman or a boutique bank, or fit my experience on one page for finance. Produces the one-page CV, a bullet-by-bullet strength check, and the three lines a screener will read first.

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Treat context switches as the budget line they are — the switch census (how fragmented the week really is), the batching moves that consolidate scattered same-kind work, the calendar defrag that turns Swiss cheese into slabs, and the switch-cost line for saying no. Use when asked my day is fragmented to death, count my context switches, batch my meetings and reviews, or defend against calendar Swiss cheese. Produces the fragmentation census, the batching plan, the defrag moves, and the protective phrases.

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Map an organisation's risks against its insurance policy portfolio to find what's uncovered, underinsured, or double-covered. Use when asked to run a coverage gap analysis, review an insurance programme against a risk register, check what risks aren't insured, or audit a policy portfolio. Produces a risk-by-coverage matrix, flagged gaps and overlaps, a deductible stack review, and recommendations ranked by expected-loss severity.

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Estimate economic compensation (经济补偿金) when employment ends in mainland China: N, N+1 or 2N under the Labour Contract Law, with the high-earner cap, the part-year rule and the questions that decide which case applies. Use when asked 我被裁员了能拿多少补偿, N+1 怎么算, 经济补偿金计算, 违法解除 2N, or how much severance am I owed in China. Produces the scenario that likely applies and why, the calculation shown step by step, what to check before signing anything, and where to get it confirmed. Not legal advice.

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Use when asked 帮我写家长会发言稿, 家长会PPT大纲, 班主任家长会讲话, 期中家长会, 新生家长会, 毕业班家长会, or prepare a parent meeting as a Chinese teacher. Produces a parent-meeting pack in Chinese: an agenda, a timed speech for the 班主任 or subject teacher with class data presented without ranking individual students, a slide outline, specific requests to parents, a one-page handout, answers to likely questions, and a follow-up message for the parents' WeChat group.

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Use when asked 帮我准备大厂技术面试, 八股文怎么背, 模拟一面二面, 系统设计面试题, 项目深挖怎么答, 手撕算法, or run a mock technical interview for a Chinese internet company. Produces a preparation plan for the interview rounds Chinese tech companies run (笔试, 技术一面二面, 交叉面, HR 面), a 八股 question bank by stack with answer points, a system design walkthrough, a project deep-dive script, and a mock round asked one question at a time with follow-ups (追问) and scores.

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Use when asked 帮我写公文, 写一份请示, 写通知 / 报告 / 函 / 纪要, 公文格式怎么排, check this document against GB/T 9704, or draft an official document for a Chinese government body, public institution or state-owned enterprise. Produces a 公文 in the right document type with every required element in the order GB/T 9704-2012 sets, heading levels and numbering, a layout specification for Word or WPS, and a check of the type-specific rules such as one matter per 请示.

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Use when asked 帮我写教案, 写一份新课标教案, 教学设计, 单元教学设计, 大单元教案, or a lesson plan in the format Chinese schools expect. Produces a complete 教案 in Chinese with 教材分析, 学情分析, 教学目标 tied to the subject's 核心素养, 教学重难点, 教学方法, a timed 教学过程 with teacher and student activity, 板书设计, layered 作业设计 within the 双减 time limits, and 教学反思 prompts, with curriculum references marked to confirm against the current 课程标准.

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Write a cold sales/B2B outreach email that earns a reply. Use when asked to write a cold email, a sales outreach email, a prospecting email, or a cold email sequence to a business prospect. Produces a short, personalised email — subject, a relevant opener, one clear value-led ask, and a low-friction CTA — plus 2 follow-ups, written to be replied to, not deleted.

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Decode a mainland China labour contract (劳动合同) before signing: probation, pay and its structure, working hours, social insurance, non-compete and confidentiality, termination terms and anything that conflicts with the Labour Contract Law. Use when asked 帮我看看劳动合同, 劳动合同有什么坑, 试用期合法吗, 竞业限制条款, or review my Chinese employment contract. Produces a clause-by-clause decode with red, amber and green flags, the statutory limits each clause must respect, the questions to ask HR, and suggested wording for changes. Not legal advice.

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Write a Chinese workplace weekly or monthly report (周报 / 月报) for a manager: results with numbers, progress against goals, risks raised early, next week's plan and the support needed, in the structure Chinese managers expect. Use when asked 帮我写周报, 写月报, 整理本周工作, weekly report in Chinese, or turn my notes into a 周报. Produces the report in Chinese with 本周完成, 关键数据, 问题与风险, 下周计划 and 需要的支持, plus a one-line summary for chat apps.

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Use when asked 信用证审证, 信用证审单, 审核信用证条款, 单证不符点, L/C 软条款, 交单前检查, or check a letter of credit or a set of export documents against it for a Chinese exporter. Produces an L/C term review (dates, amounts, shipment, documents, soft clauses) with what to ask the buyer to amend, and a document-by-document discrepancy checklist (invoice, bill of lading, packing list, insurance, certificate of origin, inspection) with the relevant UCP 600 articles, all marked to confirm with the bank's documentary credit team. Not legal or banking advice.

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Use when asked 幼升小怎么准备, 小升初流程, 入学信息采集, 学区房和多校划片, 公民同招, 民办摇号, 随迁子女入学, 居住证入学材料, or plan a child's entry to primary or junior high school in mainland China. Produces a month-by-month timeline for the child's city, the documents to prepare (户籍, 房产 or 租房, 居住证, 社保), the questions to ask the 教育局 or school about 学区, 多校划片 and 派位, a public versus private comparison, and a checklist, with every local rule marked to confirm with the local education bureau.

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Support a teenager through college applications without taking them over — the parent's actual jobs (logistics, finances, emotional ballast), the ownership lines that keep the application theirs, and the scripts for the hard moments. Use when asked how do I help my kid with college apps, how involved should I be, my teenager won't start their essays, or we disagree about the college list. Produces the role split, the family timeline, the money conversation framework, and the scripts for deadlock, rejection, and the essay you must not write.

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Use when asked 个人信息保护影响评估怎么做, 写一份 PIA, 处理敏感个人信息要评估吗, 自动化决策评估, PIPL 第五十五条, or assess a processing activity under China's Personal Information Protection Law. Produces a personal information protection impact assessment (个人信息保护影响评估) covering the PIPL Article 55 triggers, the Article 56 questions (lawful, legitimate and necessary; impact and risk; adequacy of protection), a risk register with mitigations and owners, and a record kept for at least three years.

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Explain what a piece of code does in plain English, at the depth the reader needs. Use when asked to explain code, walk through a function, understand an unfamiliar snippet, or onboard to a file. Produces a one-line summary, a step-by-step walkthrough, the non-obvious parts called out, and any bugs or smells spotted along the way.

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Simplify code that works — remove speculative abstraction, dead flexibility, and needless indirection while keeping behaviour identical and verified. Use when a feature has just landed ('now simplify it'), when AI-generated code arrives over-engineered, when a file has grown hard to follow, or as the cleanup pass before review. Produces a smaller, flatter version with identical behaviour, plus a ledger of what was removed and why it was safe. For finding bugs use code-review-checklist / ai-code-review — this skill assumes it works and makes it simple.

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Review a pull request or diff like a thoughtful senior engineer — prioritized, kind, and focused on what matters. Use when reviewing code, giving PR feedback, or asked to 'review this change'. Produces a structured review: a correctness/design pass, comments ranked by severity (blocking → nit), what's done well, and a clear approve / request-changes call — feedback that improves the code and the author.

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Prepare for and run a product requirements review (需求评审 / PRD 评审会) the way Chinese internet teams do it: a pre-read the engineers, testers and designers can challenge, the questions each role will ask, the meeting run sheet and a written conclusion (通过 / 有条件通过 / 不通过). Use when asked 帮我准备需求评审, PRD 评审会怎么开, 评审前检查一下我的 PRD, 研发会问什么问题, or prepare my requirements review in Chinese. Produces a readiness check of the PRD, a role-by-role question bank with answer points, a 60-minute run sheet, and the review minutes template with the conclusion and follow-ups.

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Prepare and rehearse a coming-out conversation, tuned to the specific person and the real risk — what to say, how to open, how to handle the likely reactions, and a safety-first plan if it could go badly. Use when someone says 'I want to come out to my parents/boss/friend', 'help me tell them I'm [gay/trans/bi/etc.]', 'rehearse this conversation with me', or is planning any identity disclosure. Produces an opener, a rehearsal against realistic reactions, and a safety plan. Safety and the user's autonomy come first — it never pushes anyone to come out.

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Build a candidate's research brief on a company before an application or interview. Use when asked to research a company for a job, prep a company brief before an interview, or understand a prospective employer fast. Produces a one-page brief — what they do & how they make money, recent news & trajectory, product & competitors, likely challenges, culture signals, and smart questions to ask.

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Plan preparation for the Chinese postgraduate entrance examination (考研): choosing target schools and programmes with realistic odds, a phased study plan for the national subjects and the specialist papers, and preparation for the re-examination (复试) and adjustment (调剂). Use when asked 考研怎么规划, 帮我做考研复习计划, 择校择专业, 考研时间线, 复试怎么准备, 调剂, or plan my kaoyan. Produces a school-and-programme shortlist method with the data to collect, a month-by-month study plan by subject, weekly templates, the key-date checklist to confirm against official notices, and a 复试 and 调剂 preparation guide.

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Compute what a degree will actually cost — sticker minus real aid, inflated per year, split into cash and loans, with the loan's decade-long monthly tail made visible before enrollment instead of after. Use when asked what will college really cost, compare these two offers' real prices, how much loan payment after graduation, or is this school affordable. Produces the all-in number from the script, the offer-letter decode (grants vs loans untangled), the monthly-tail reality check, and the two-school comparison.

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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.

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