How does Lervos generate proposals in your own voice?

Lervos generates proposals by storing two things about you — your real project history and your personal writing rules — and then pulling from that stored context every time it drafts a proposal, instead of relying on a general model's default tone. The result is meant to read like you wrote it, not like a generic AI response. This applies when you're applying to freelance jobs repeatedly and don't want to re-explain your background to a chatbot for every post.

The two inputs Lervos keeps on file

According to the site, Lervos is built around remembering:

• Your real projects — the actual work history you've done, so proposals reference concrete experience rather than invented or vague claims.
• Your writing rules — the stylistic constraints you want applied, so the output matches how you actually write.

These are the raw material. The generation step doesn't start from a blank prompt each time; it starts from this saved profile.

Why that changes the output

A general model like ChatGPT, used cold, has no persistent memory of you. Every job post means re-explaining your career history, and the default voice tends to sound like the model, not the person.

Lervos' stated approach is to invert that: because your projects and rules are already stored, the proposal is assembled from your material. The site frames the difference directly — proposals "in your voice, not ChatGPT's."

Platform-aware output

The site also describes the generated proposals as platform-aware, meaning the output accounts for the requirements of the target platform rather than producing one generic format. So the same underlying profile can be shaped toward the norms of wherever you're submitting.

What this means in practice

If you apply to freelance jobs across different platforms and find yourself pasting the same background into a chatbot over and over, Lervos is aimed at that repetitive step. The trade-off is that the quality of the output depends on how complete your stored projects and writing rules are — the system can only reflect what you've given it.

The site notes you can start free with no credit card required. It does not publish specific pricing tiers in the available material, so check the site directly for current plan details.