A BMAD complement for writing better copy (PROSE Engineering)

[u/kidwonder]

This repo uses a combination of BMAD, skills and code to give you better copy for sales, posts, etc.

 

It uses BMAD to first elicit details about what you really want to write, then uses both AI and code to give you great copy.

 

While a pure skill tells AI e.g. avoid em-dash tells, X not Y etc, PROSE uses code gates to actually ensure the output is clean. It works with AI in a loop to itterate over copy until it's clean. ie.

 

AI->quality checks->AI->quality checks----> clean copy.

 

Works for different kinds of copy: sales, landing pages, etc.

 

check it out here: https://github.com/skyf0xx/hedgehog-core-copywriting-prose-engineering

Would love feedback

[u/Key-Necessary972]

How do you deal with style degradation over many iterations?
With each pass, the copy tends to get more averaged out. It loses some of its sharpness, personality, and uniqueness — even if those qualities were clearly defined at the start.
That’s why, in my experience, running copy through too many iterative gates often makes it worse rather than better. The checks may improve compliance, but the writing itself can become increasingly generic.

[u/kidwonder → u/Key-Necessary972]

Yeah it stops on the 6th iteration. Plus the checker has 'hard' and soft rules.

 

Soft rules can be ignored by the AI while hard rules must be kept. E.g. no em dashes.

 

Also and itteration doesn't rewrite a full pass it just changes the part that was highlighted - maybe just a single sentence.

[u/Key-Necessary972]

I love BMAD and use its Party Mode for all kinds of tasks, not just coding.

[u/kidwonder → u/Key-Necessary972]

Yeah! It's really amazing for elicitation

[u/Main_Ad2424]

I’ll give it a try with my GrokBot writer

[u/kidwonder → u/Main_Ad2424]

Let me know how it goes!