project-job-description

What problem does it solve?

It helps you convert a codebase into credible, evidence-backed career documentation like resumes, portfolios, and job descriptions without inventing experience that the repository cannot support.

Core Features & Use Cases

• Evidence-based career writing: Produces skill and responsibility statements grounded in specific code evidence (files, patterns, features).
• Career documentation generation: Creates resume work experience, portfolio entries, and job descriptions tailored to what the project actually demonstrates.
• Honest proficiency calibration: Classifies skills into levels (expert/proficient/familiar/exposure) based on demonstrated depth, and clearly separates inference from evidence.
• Privacy and anti-fabrication guardrails: Avoids disclosing secrets or proprietary internal details and blocks claims like revenue impact or real-user metrics unless supported by evidence.

Quick Start

Tell the AI: "Analyze this repository and write a recruiter-ready job description and resume experience bullets based only on what the code proves, including the evidence file paths you used."