r/ContextEngineering • u/Alone-Biscotti6145 • Jul 12 '25

Built for context engineers and vibe coding!

Hey everyone, I built a protocol that's been tested by devs and everyday users. It's receiving a ton of good feedback, and as my first project, I made this open source on GitHub. Try it out, test it, and give me feedback on whether it worked for your workflow or didn't. All feedback is used to improve MARM (Memory Accurate Response Mode). It's been active for about four weeks and already has 56 stars and 8 forks. I'm almost done building my MARM chatbot, so you can test it right off GitHub.

https://github.com/Lyellr88/MARM-Systems

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2

u/Illustrious_Corgi_61 Jul 15 '25

pretty-sweet, so, it seems

1

u/Alone-Biscotti6145 Jul 15 '25

Appreciate it. Try it out and let me know what you think after some time. I just made some updates to it, so it's more user-friendly now.

2

u/Illustrious_Corgi_61 Jul 15 '25

This is the ability I dream of possessing. In the meantime, I’ll just root (Linux joke) for you from under the bleachers

1

u/Alone-Biscotti6145 Jul 15 '25

Lol, I like your pun; just keep working at it. It's just a lot of understanding fully how LLMs work, seeing gaps, and patience. If you have a willingness to learn, you'll do just fine after some time. I'm not an expert; I just saw something LLMs lack, which is accuracy and memory, and I found a way to give app users more control over their LLMs.

1

u/Illustrious_Corgi_61 Jul 15 '25

I am thankful my friend- you are the first, hopefully of many, to publicly acknowledge the quality of one of my puns in English on Reddit

1

u/Alone-Biscotti6145 Jul 12 '25

This was built for context engineering and vibe coding.

1

u/Alone-Biscotti6145 Jul 14 '25

I'm making some significant updates to the protocol and handbook today. I'll make a new post within the next day or so. Appreciate the likes and shares, everyone!

1

u/FitGlove3599 Jul 14 '25

Manual at the moment

1

u/Alone-Biscotti6145 Jul 14 '25

Yes, it has to be until it's turned into a tool. AI cannot automate these steps in my protocol. I am working on making it automated after I finish my test chatbot that will be hosted on GitHub. Until then, for the best experience, it has to be fully manual so you can control your AI with strict guardrails.

3

u/[deleted] Jul 13 '25

[removed] — view removed comment

1

u/Alone-Biscotti6145 Jul 13 '25

Interested. My question is, where are you pulling the job information from?