AgentSkillsCN

analyze-job

分析职位描述，提取关键词与核心要求，并据此生成简历优化的定制化建议。适用于以下场景：(1) 初次开始求职申请；(2) 分析职位发布信息，优化关键词匹配；(3) 根据职位需求制定简历定制策略。

SKILL.md
--- frontmatter
name: analyze-job
description: |
  Analyze job description to extract keywords, requirements, and generate
  tailoring recommendations for resume optimization. Use when: (1) Starting a
  new job application, (2) Analyzing job posting for keyword optimization,
  (3) Generating resume tailoring strategy based on job requirements.

Purpose

Analyze a job description to identify keywords, requirements, and generate intelligent recommendations for resume tailoring.

Process

When this skill is invoked, guide the user through job analysis:

  1. •

    Collect job information:

    • •Ask user to provide the job posting (paste text or provide file)
    • •Gather key details:
      • •Company name
      • •Position title
      • •Target application date (default to today)
  2. •

    Create job directory:

    • •Create directory: jobs/[company-slug]-[position-slug]-YYYY-MM/
    • •Save job description to job-description.md
  3. •

    Run analysis script:

    bash
    python3 scripts/analyze_job.py \
  --job-description jobs/[dir]/job-description.md \
  --base-resume source/base-resume.yaml \
  --experiences-dir data/experiences \
  --output-dir jobs/[dir]/
  4. •

    Review results with user:

    • •Display the keyword match score
    • •Show matched vs. missing keywords
    • •Present top matching experiences
    • •Explain recommendations
  5. •

    Guide customization:

    • •Show the generated tailoring-config.yaml
    • •Explain key sections:
      • •resume.summary: Should be customized for this role
      • •selection.experiences: Which experiences to include
      • •keywords: Required vs. preferred keywords
    • •Ask if user wants to customize now or proceed with defaults

Interactive Prompts

Ask the user:

  • •"Please paste the job description, or let me know if you've saved it to a file"
  • •"What company is this position for?"
  • •"What's the position title?"
  • •After analysis: "Your current resume matches [X]% of the requirements. The top matching experiences are: [list]. Does this look right?"
  • •"I've created a tailoring configuration at jobs/[dir]/tailoring-config.yaml. Would you like to customize the summary section before generating the resume, or proceed with the current configuration?"

Output Files Created

  • •jobs/[company-role-date]/job-description.md - Saved job posting
  • •jobs/[company-role-date]/keywords.yaml - Extracted keywords and analysis
  • •jobs/[company-role-date]/tailoring-config.yaml - Initial configuration (editable)

Next Steps

After analysis, guide the user to either:

  1. •Customize the tailoring config (especially the summary)
  2. •Run the tailor-resume skill to generate the final DOCX

Validation

Verify:

  • •Job directory was created successfully
  • •Keywords were extracted (at least 5-10 keywords)
  • •Match score was calculated
  • •Tailoring config was generated with reasonable defaults
  • •User understands they should customize the summary