Use when the user wants to audit, reposition, or improve their Kaggle profile: auditing a profile from a URL, a summary, or structured data; rewriting the Kaggle bio; choosing which notebooks, datasets, and competitions to feature; building a recruiter-ready portfolio narrative; planning notebook, dataset, and competition strategy; creating a Kaggle content calendar; or preparing a Kaggle profile to share on LinkedIn, a CV, or GitHub.