Add PRAETOR v5.5: A Privacy-First, Bias-Aware Resume Evaluation Engine

[yishangupenn]

Copied from upstream: dair-ai/Prompt-Engineering-Guide#731
Original author: @simonesan-afk
Originally opened: 2026-02-10

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Description

I am proposing the inclusion of PRAETOR v5.5 in the Applications/Evaluation section.

PRAETOR is a 100% free, heuristic system prompt specifically designed to empower job seekers. Its goal is to provide a professional-grade self-assessment tool that is easy to use, helping users understand their alignment with job descriptions without the need for expensive services.

Key Features:

• Empowerment for Job Seekers: Designed to simplify CV optimization through clear, actionable feedback.
• Privacy-First: Includes a built-in protocol to detect PII (Personally Identifiable Information) and warn users about data hygiene.
• Anti-Bias Logic: Explicitly handles career gaps (maternity, health, education) to ensure ethical scoring.
• Semantic Analysis: Moves beyond simple keyword matching to evaluate quantified impact and role relevance.

This tool is strictly for educational and personal reflection and includes clear disclaimers against its use in professional hiring decisions.

Type of Change

• New prompt/application
• Translation/Localization (English version provided for global accessibility)

[simonesan-afk]

Thanks!