ResumeForge Resume Tailor

Stop guessing what recruiters want. This skill builds an ATS-optimized, one-page resume by strictly mapping your actual career history to a specific job description. It eliminates the risk of "hallucinated" experience by using a rigorous fact-checking process that only permits claims backed by your provided source documents.

What it does

• Source Synthesis merges LinkedIn exports, old resumes, and portfolios into a unified, deduplicated fact sheet.
• JD Analysis extracts required and preferred skills, experience levels, and high-weight keywords from any job posting.
• Coverage Planning maps your existing experience to job requirements, identifying exactly where you match and where gaps exist.
• Truthfulness Auditing runs a multi-step check to ensure every bullet point, date, and metric is supported by your original data.
• ATS Scoring evaluates the draft against a five-category rubric to ensure readability by automated systems.

How it works

1. Provide Inputs: Submit the job description and your career materials (PDF, DOCX, Markdown, or LinkedIn data).
2. Build Fact Sheet: The agent creates an internal map of your roles, projects, and skills with unique identifiers.
3. Draft & Audit: It generates a Markdown resume following strict formatting rules, then verifies every claim against the fact sheet.
4. Final Delivery: You receive a tailored Markdown resume, an estimated ATS score report, and a list of identified skill gaps.

Frameworks & tools

This skill operates in Engine mode if the ResumeForge MCP tools are present, or Lite mode for standard chat environments. It supports PDF, DOCX, and Markdown parsing.

Why this beats prompting it yourself

Standard prompts often "hallucinate" skills to match a job, which leads to failed interviews. This skill uses a formal verification step to ensure every word is defensible while maximizing keyword relevance for ATS filters.

Use cases

• Targeted Applications for specific roles where you need to mirror the job's vocabulary without lying.
• Skill Gap Analysis to see exactly which requirements of a dream job your current resume fails to prove.
• Resume Modernization to convert cluttered, multi-page CVs into high-impact, one-page Markdown documents.

Known limitations

Does not support tables, images, or multi-column layouts. It will not "invent" data to fill gaps; if you lack a required skill, it will list it as a gap rather than adding it to the resume.