SYSTEM_REPORT: Why this exists.
[ The Problem ]
Most new grads know their resume has issues. They use ChatGPT to "polish" language, but they don't know what needs fixing in the first place. ChatGPT will make a bad bullet point sound more professional, but it won't tell you the bullet point itself is irrelevant to a hiring manager.
[ The Painkiller ]
I built this as a "painkiller" for new grads. It's not a generic resume builder. It's a cynical hiring manager in code.
The goal is to provide that harsh, honest signal you only get after a dozen rejections—but to give it to you before you hit 'Apply'. I don't think this little tool would bring me any large profit, but I just want to help candidates to skip the rejection void, which I have been there for hundreds and thousands of times.
[ Technical Logic (Gemini 2.5 Flash) ]
Engine: We utilize Google's Gemini 2.5 Flash to perform deep semantic analysis of your career history. We've tuned a specific prompt ("The Cynical Recruiter") to ignore fluff and look for business impact.
Privacy Architecture: We prioritize your privacy through a stateless model. We do not store your original PDF or any PII. We only cache the AI-generated report using a secure hash of your document, so it can be shared via a unique URL.
[ User Workflows ]
- Peer Review:Share your audit URL with a mentor, professor, or friend for context.
- Iterative Polish:Download the Markdown and feed the "Weakness Refactoring" back into ChatGPT to rewrite your base resume.
- Final Sanity Check:Use it for a 2-minute "Syntax Check" before applying to a Big Tech firm.
- Zero Friction:No login is required because you shouldn't have to create an account to get a 6-second review.
// Keep it simple. Build things that help.