Bullet Rewriter

Why most resume bullets fail

A weak bullet almost always fails in the same way: it describes a responsibility instead of a result. "Responsible for the payments API" tells a reader what your job title already told them. "Cut p99 latency on the payments API from 900ms to 210ms" tells them what happened because you were there, and those are different documents.

The fix is a number, which is exactly where people get into trouble. Faced with a bullet that has no measurable outcome, the tempting move is to estimate one - and an estimate written into a resume becomes a claim you have to defend, under pressure, to the person who will ask how you measured it.

How the placeholders work

This tool rewrites structure, not facts. When a bullet you paste has an outcome in it, the rewrite keeps your number and puts it where a reader sees it first. When it does not, the rewrite marks the gap with a labelled placeholder and a note explaining what belongs there.

That list is re-derived on our servers from the text the model actually produced, rather than taken from what the model said it did. So a figure that got introduced along the way is flagged even when nothing claimed to invent it. A rewrite of a vague bullet with four placeholders in it is the tool telling you that the bullet needs writing rather than rephrasing.

Five at a time, and a sixth is refused

The cap is five bullets a run, and pasting six returns an error rather than a partial result. We could trim to five and run anyway, which would be more convenient and would mean somebody eventually sends an application where a bullet they thought was rewritten was silently dropped.

Blank lines and exact duplicates are removed before the count, so an accidental repeated paste is one bullet rather than a rejection. Five bullets is roughly one role, which is the unit most people work in: fix your current job, send it out, then come back for the previous one.

What this tool will not do

It will not invent a metric, an employer, a technology or a date. Everything in a rewrite traces back to the line you pasted, and where it does not, you get a placeholder instead of a sentence.

It will not review your whole resume. It works on the lines you choose, deliberately - a tool that rewrote fifty bullets at once would produce fifty bullets nobody reads carefully. For document-level structure, section order and parseability, the Resume Analyser is the right tool.

It will not make a weak achievement sound strong. If what you did was small, the honest rewrite is a clear, specific, small bullet. Inflating it is the one failure mode that survives all the way to an interview.