hyv reinforce
hyv reinforce strengthens your profile based on edits you accept — a learning loop for long-term voice accuracy.
quick answer
use on paid plans when you regularly accept rewrites.
use this for
- improving profile accuracy over weeks
- team workflows with shared profiles
- reducing repeat false positives
steps
- accept or edit rewrites you agree with.
- run hyv reinforce after meaningful sessions.
- re-scan to confirm scores improve.
details to know
- reinforce updates profile metadata — not your source files.
- works best with consistent accept/reject decisions.
limits and edge cases
- reinforce requires an active paid subscription.
- overfitting to one document can skew a profile — diversify samples.
ready to install instead of reading about it?
npm i -g @holdyourvoice/hyv