resume-transcriptor

To rewrite a messy resume into an ATS-friendly Markdown format, the Skill transforms raw resume content into structured Markdown with clear narrative bullets and supported evidence mapping. It outputs a finalized refined_resume.md ready for downstream processing.

RAG context supports JD matching by integrating an optional candidate knowledge base to enhance traceability and gap identification. This mechanism evaluates rewritten resume content against job descriptions to map evidence and highlight missing qualifications.

You cannot generate a PDF or HTML resume directly, as the Skill prohibits HTML, CSS, and PDF generation. It strictly outputs a refined_resume.md file, enforcing constraints to prevent any Stage 3 layout decisions or final document formatting.

The best way to align resume bullets with a specific job description is through Stage 2 evaluation. This process applies evidence mapping and optional local RAG context to trace qualifications, identify gaps, and restructure narrative bullets for precise JD alignment.

The resume rewriting process does not handle Stage 3 layout and design decisions. It strictly focuses on Stage 2 text rewriting to produce an ATS-friendly structured Markdown resume, explicitly prohibiting any downstream formatting or visual layout choices.