job-description-analyzer
Analyze job postings, calculate match scores, identify gaps, and create application strategy
npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill job-description-analyzer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Job Description Analyzer ## When to Use This Skill Use this skill when the user: - Wants to analyze a job posting - Asks "should I apply to this job?" - Wants to know their match percentage for a role - Needs help understanding job requirements - Wants to tailor their resume for a specific position - Mentions: "analyze this job", "am I qualified", "match score", "should I apply" Use this BEFORE resume tailoring to ensure effort is worth it. ## Core Capabilities - Extract and categorize job requirements (must-have vs nice-to-have) - Calculate match score between user's experience and job requirements - Identify skill gaps and strengths - Detect red flags in job postings - Prioritize which experiences to highlight - Generate resume tailoring strategy - Create cover letter talking points - Assess company culture fit indicators ## The Strategic Problem Most job seekers waste time on: - Jobs they're under-qualified for (<60% match) - Jobs they're over-qualified for (flight risk) - Jobs with red flags (high turnover, toxic culture) - Applying to 50+ jobs blindly hoping something sticks Better approach: - Apply to 10-15 jobs strategically - Target 70-90% match jobs - Customize deeply fo
- When to Use This Skill
- Core Capabilities
- The Strategic Problem
- Analysis Process
- Step 1: Extract Requirements
- Step 2: Keyword Extraction
- Step 3: Calculate Match Score
- Step 4: Gap Analysis
- Step 5: Red Flag Detection
- Match Score Output Format
- Requirement Classification Guide
- Identifying "Must Have" vs "Nice to Have"
- Dealbreaker Detection
- Implementation Checklist
What does the job-description-analyzer skill do?
Analyze job postings, calculate match scores, identify gaps, and create application strategy
How do I install it?
Run `npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill job-description-analyzer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From Infrasity-Labs/dev-gtm-claude-skills, a repository with 97 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.