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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Technical interviews at Chinese internet companies follow a recognisable pattern: an online test, two or three technical rounds that mix fundamentals (八股), hand-written algorithms (手撕), system design and a deep dive into the candidate's projects, then an HR round. Interviewers chase every answer with 追问 until they find the edge of what the candidate really knows. This skill builds a plan for the target role and runs mock rounds that do the same.
Write in Simplified Chinese unless asked otherwise. Company processes change; confirm the rounds with the recruiter.
Ask for these if not provided:
| Round | What it tests | Preparation | Days | Covering 笔试 (algorithms under time), 一面 (fundamentals and coding), 二面 (projects and design), 交叉面 or 主管面 (depth and judgement), HR 面 (motivation, expectations).
Grouped, each with the answer points and the likely 追问. For example:
A topic list in priority order (数组与双指针, 哈希, 链表, 二叉树, 回溯, 动态规划, 图) with three representative problems each, and the habits interviewers look for: clarify the input, state complexity, test edge cases out loud.
One worked example matched to the role (秒杀系统, 短链服务, Feed 流, 分布式 ID) using a fixed frame: requirements and scale estimate, API, data model, core design, bottlenecks, trade-offs.
For each CV project: the 30-second summary, the hardest problem and the person's own decision, the numbers, what they would change, and the five 追问 an interviewer will ask.
Questions one at a time. After each answer: 追问 until the edge is found, then a score (1 to 5) on correctness, depth and communication, with the missing points.
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概要と使いどころ
Design a 360-degree feedback survey or write a structured 360 feedback report. Use when asked to build a 360 feedback process, write 360 feedback for a colleague, design a feedback survey, or produce a feedback report. Produces either a complete survey instrument with rating scales and open-ended questions, or a structured narrative feedback report with themes, strengths, and development areas.
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。
Decode a 401k or workplace retirement plan — the real cost of its funds, the match's fine print, vesting math, and the plan features worth using or avoiding. Use when someone asks 'is my 401k any good', 'decode my 401k plan', 'which funds should I look at', or 'what fees am I paying'. Produces a fee decode in dollars-over-time, match and vesting math, a fund-lineup triage by cost, and the questions for HR or the plan administrator.
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。
Design statistically rigorous A/B tests for product features, UI changes, onboarding flows, and pricing experiments. Use when asked to set up an experiment, design an A/B test, calculate sample size, or interpret test results. Produces a complete test plan with hypothesis, variant definitions, sample size, duration estimate, guardrail metrics, and a results interpretation guide.
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。
Analyse a finished A/B test and write the readout — the result, whether it's statistically and practically significant, what it means, and the ship/no-ship call. Use when asked to analyse experiment results, write an A/B test readout, interpret test data, or decide whether to ship a variant. Produces a clear verdict with the lift and confidence, segment cuts, the risks (peeking, novelty, sample), and a recommendation. Distinct from planning a test — this reads results.
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 or tailor an academic CV for faculty, postdoc, research or fellowship applications: publications, grants, teaching, supervision and service in the order the field expects, with consistent citations. Use when asked to write my academic CV, update my CV for a lectureship, tenure-track or postdoc application, format my publications list, or adapt my academic CV for an industry research role. Produces the full academic CV, a field-appropriate section order, a clean publications list in one citation style, and a two-page summary version when asked.
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 WCAG 2.2 accessibility audit checklist and remediation suggestions for any UI or design. Use when asked to audit for accessibility, check WCAG compliance, review a design for a11y issues, or create an accessibility remediation plan. Produces a prioritised checklist with pass/fail assessments and specific fixes.
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。