job-fit-analysis

Gap analysis compares your skills and experience against stated job requirements to identify strengths you can emphasize and gaps you need to address. This Skill loads your resume, job description, and career lexicons to map alignment and surface strategic positioning opportunities for your application.

Career lexicons—your philosophy and achievement library—ground your cover letter in authentic evidence. This Skill integrates these lexicons with gap analysis to recommend specific achievements and reframing strategies that authentically connect your background to the role's requirements.

You need three files: a job analysis document (job requirements breakdown), your career philosophy lexicon, and an achievement library. Place the job analysis in ~/career-applications/[job-slug]/01-job-analysis.md and lexicons in ~/lexicons_llm/ for the Skill to read and validate.

Yes. The Skill processes job descriptions and resume alignment scenarios independently, producing a validated gap analysis and cover-letter strategy for each. You can run it across different roles to benchmark your fit and tailor positioning for each opportunity.

The Skill generates a gap analysis with clear strength and gap indicators, reframing recommendations tied to your lexicons, and a structured cover-letter plan with evidence trails linking suggestions back to your achievements and career philosophy.

Gaps are identified and mapped against your lexicons. The Skill generates reframing strategies to position related skills, adjacent experience, or transferable strengths authentically, with a cover-letter plan that acknowledges gaps while emphasizing relevant value.