Analyze the job description and generate a targeted resume: highlight matching skills, optimize keywords, and adjust experience descriptions.
Use Cases
- User says "Help me optimize my resume based on this JD" or "Help me tailor my resume for this position"
- User says "Help me write a product manager resume" or "English resume"
- User says "Analyze the match between my resume and this position"
Execution Method
Directly use LLM capabilities for analysis and generation. Can work with the word-processor Skill to output in Word format.
Step 1: Analyze the Job Description
Extract from the JD:
- Core Requirements: Must-have skills, years of experience, education
- Nice-to-Haves: Preferred skills, industry experience
- Keywords: ATS (Applicant Tracking System) keywords
- Cultural Signals: Hints about company culture and values
Step 2: Match Analysis
## 匹配度分析
### 强匹配 ✅
- Python 开发 3 年 → JD 要求 2 年+
- 数据分析经验 → JD 核心要求
### 部分匹配 ⚠️
- 有 MySQL 经验 → JD 要求 PostgreSQL（同类可迁移）
### 缺口 ❌
- JD 要求 Kubernetes 经验 → 建议在项目经历中补充相关描述
Step 3: Generate a Customized Resume
Resume Structure:
# [姓名]
[联系方式] | [邮箱] | [LinkedIn/Portfolio]
## Summary / 个人摘要
[2-3 句，精准匹配 JD 核心需求]
## Experience / 工作经历
### [公司名] — [职位] (起止日期)
- [用 STAR 法则描述成就，嵌入 JD 关键词]
- [量化结果：数字、百分比、规模]
## Skills / 技能
[按 JD 优先级排列，匹配度高的在前]
## Education / 教育背景
[学校、学位、相关课程]
Optimization Strategies
| Strategy | Description |
|---|---|
| Keyword Embedding | Naturally integrate key technical terms from the JD into experience descriptions |
| STAR Method | Structured description using Situation→Task→Action→Result |
| Quantify Results | Use numbers: increased by 30%, managed a team of 10 |
| Start with Action Verbs | Led, Developed, Optimized, Delivered |
| Remove Irrelevant Experience | Trim irrelevant content based on the JD |
Output Specifications
- Output in Markdown format (can work with word-processor to convert to Word)
- Include a match analysis report
- Indicate ATS keyword coverage
- Generate Chinese and English resumes separately (based on the JD language)
- Recommend keeping the resume to 1-2 pages