AgentSkillsCN

Jd Analyzer

JD 分析器

SKILL.md

JD Analyzer skill

Extracts and classifies job description components for analysis.

Script

jd_analyzer.py

Analyzes a job description and returns structured components. Accepts raw JD text + company type, returns JSON with keywords, requirements, tech contradictions, experience level, version estimates, and red flags.

Call analyze_jd(jd_text, company_type) to get structured analysis.

Output includes:

  • •Keywords: Technologies found, organized by category (languages, frameworks, databases, cloud, devops, methodologies)
  • •Requirements: Classified as MUST_HAVE, NICE_TO_HAVE, INFERRED
  • •Contradictions: Technology pairs that don't usually coexist (e.g., AWS + Azure in enterprise context)
  • •Experience level: "junior", "mid-level", "senior", "staff", or "unknown"
  • •Experience years: Min and max years with confidence rating
  • •Version estimates: Estimated versions by technology and company type
  • •Red flags: Indicators of low-quality postings (contradictions, unrealistic requirements, vague JD, etc.)

Rules

  • •Never modify this script without human approval.
  • •If JD analysis produces contradictions, flag it for human review before scoring.
  • •Version estimates are context-aware: enterprises run N-1/N-2, startups run latest.
  • •Red flags feed into confidence_calculator.py scoring.