Analyze a tech job against your resume and get Apply/Maybe/Skip, match score, gaps, and interview prep.
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。
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.
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.
Evaluates a batch of resumes against a job description and optional success examples. Produces ranked shortlist / maybe / pass piles with scores, strengths, gaps, screening questions, and clear reasoning for every candidate — while avoiding protected characteristics and never making hire or reject decisions.
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.
Paste a resume and job description. Get transparent requirement coverage, an evidence-gap table, truthful bullet rewrites, cover letter, recruiter message, interview questions, STAR scaffolds, and follow-up email.
"Rockstar" and "fast-paced" repel top candidates. Requiring a degree for a role that doesn't need one cuts 65% of the US workforce. Missing a salary range violates laws in 18 states — fines up to $250K. Paste your job post. Get a bias report, salary compliance check, repellent phrase detection, and an optimized version with a before/after score. HIRE framework: Hidden bias · Information completeness · Readability · Engagement. Every change explained.
This is the work I did for 10+ years. As a senior HR at top companies, I screened 10,000+ resumes and decided who made the shortlist — learning to tell real signal from keyword-stuffing, spot who'll actually perform, and stay consistent instead of going on gut. This Skill puts that same judgment to work on your hiring: it reads each resume against your role, ranks candidates with clear reasons, and flags who's worth interviewing and who isn't — so you build a sharper shortlist, faster.