analyze-job-post

IgorWarzocha's avatarfrom IgorWarzocha

Analyzes a job offer for fit with the Candidate's profile and recommends an application strategy. Use before considering a new job offer.

⭐2stars🔀1forks📁View on GitHub🕐Updated Jan 2, 2026

When & Why to Use This Skill

The Analyze Job Post skill is an AI-powered career assistant designed to streamline the job application process. It automates the evaluation of job opportunities by cross-referencing job descriptions with a candidate's unique profile. By performing deep competency fit analysis, extracting key requirements, and researching company culture, it helps candidates identify strong matches and transferable skills, ensuring a higher success probability and a more strategic approach to career transitions.

Use Cases

  • Strategic Job Filtering: Quickly determine if a high-stakes role is a genuine competency match or if the requirements exceed your current profile gaps before investing time in the application.
  • Tailored Positioning Strategy: Automatically identify whether to present yourself as a 'Tech Expert' or 'Business Pro' based on the specific organization type (e.g., Startup vs. Corporate) and sector research.
  • Application Prioritization: Rank multiple open job offers by success probability (High/Medium/Low) to focus your energy on the most promising opportunities.
  • Interview Preparation: Use the identified 'Differentiators' and 'Transferable Skills' from the analysis to build a compelling narrative for recruiters and hiring managers.
nameanalyze-job-post
descriptionAnalyzes a job offer for fit with the Candidate's profile and recommends an application strategy. Use before considering a new job offer.

Analyze Job Post

Step 1: Data Extraction

  1. Read the job offer from the user request.
  2. Extract: Role, Company, Location, Salary, Requirements (Must-have/Nice-to-have).

Step 2: Competency Fit Analysis

  1. Compare requirements with Candidate-Profile.md.
  2. Identify:
    • Strong Matches: Direct experience.
    • Transferable Skills: Adaptable skills.
    • Gaps: Missing qualifications.
    • Differentiators: Unique strengths.

Step 3: Context & Positioning

  1. Research company context (Size, Sector, Culture).
  2. Determine Organization Type (Tech, Corp, NGO, Public).
  3. Select optimal Positioning Strategy from Profile (e.g., Tech Expert vs. Business Pro).

Step 4: Recommendation

  1. Assess success probability (High/Medium/Low).
  2. Create an analysis using the template in references/templates.md.
  3. Provide concrete next steps (Apply/Skip/Research).