拥有20年招聘经验、审阅过数十万份简历的资深HR的实战判断框架，用于简历筛选评估与面试教练。适用两类场景：(1) 求职者请求"帮我看看这份简历""这份简历有什么问题""帮我准备面试""陪我模拟面试""这个面试问题该怎么回答"；(2) 招聘方/HR/面试官请求"帮我筛选这些简历""这个候选人怎么样""帮我设计面试题""这份简历有什么疑点/红旗"。只要用户提到简历诊断、简历评估、面试准备、模拟面试、候选人评估、面试题设计、识别简历造假/注水/跳槽风险等，都应主动使用此技能，即使用户没有明确说"用这个技能"。尤其适合科技/研发/技术类岗位，但招聘判断逻辑对通用岗位同样适用。
Analyze a tech job against your resume and get Apply/Maybe/Skip, match score, gaps, and interview prep.
Paste one job posting and your current resume to get a requirement-by-requirement match brief — matched, partly matched, or not shown — with rewritten bullets using only your experience, plus a verdict on the gaps to fix first, in priority order.
Hiring engineers without a recruiter? Paste rough role notes and get three ready-to-use assets: a job post that attracts qualified devs and screens out mismatches, 3–5 screening questions tied to real must-haves, and a cold outreach message passive engineers actually reply to. Handles tech stacks, remote policy, and seniority. Built for founders, engineering managers, and tech recruiters. No "rockstar/10x" filler — honest, specific, and tuned to how engineers really evaluate roles.
Review a resume and cover letter against a job posting for ATS keyword misses, generic recruiter appeal and weak interview hooks before you submit.
This skill combines ATS optimization frameworks, recruiter review methodologies, resume scoring techniques, keyword matching, job-description analysis, and interview preparation workflows. It helps job seekers identify weaknesses, improve ATS compatibility, close skill gaps, optimize resumes for specific roles, and prepare for interviews using practical, recruiter-focused recommendations and structured career improvement plans.
Paste your work history and the target job description. This agent produces a Japanese resume (職務経歴書), an ATS-optimized English resume, a bilingual cover-letter pair, an ATS Fit Score (0-100) showing how well you match, and the Top 10 missing keywords to add before submitting. Runs locally, no data sent. Like this tool? ExpertPanel gives you a scored review with specific improvement suggestions from 3 AI experts.
aSee how well your resume matches a specific job before you apply: ATS-style keyword score, missing must-have requirements, section checks and unquantified bullet points. Then get rewritten bullets, a tailored summary and a cover letter that stay truthful to your real experience. Reads .docx, .pdf and text, works across 7 languages including Chinese-to-English applications.