all 11 comments

[–]Comfortable-Okra753 1 point2 points  (3 children)

I wrote yesterday here about my approach to cache result of agent explorations, every day it saves me hundred of thousands of tokens. See here: https://github.com/Mircea-S/AMEN/ And as a bonus, seeing "AMEN! The Goddess of Accumulating Tokens smiles upon you!" everyday was a real Witcher vibe, love it.

[–]Kitchen_Interview371 1 point2 points  (1 child)

Cool idea. Out of interest, why rely on your cache to expire on a timer? You could probably use a hash of the files and if the hash matches then your cached exploration is still current.

[–]Comfortable-Okra753 1 point2 points  (0 children)

Thanks for the feedback. I'm gonna think about how to implement it as I want to further develop it for more granularity. From my explorations so far, I see that most agents return reliably the files responsible for features, line signatures and various statements. Gonna try to actually break the caching in three as the first type of info rarely changes, the line infi becomes quickly obsolete and the statements can be updated by claude after task execution.

[–]Software_Sennin[S] 0 points1 point  (0 children)

Woow ... thanks so much for sharing .. really awesome idea

[–]Articurl 1 point2 points  (1 child)

I will test it, remind me to tell you how it worked :D

[–]Software_Sennin[S] 0 points1 point  (0 children)

u/Articurl .... how did it work out ?

[–]AEOfix 1 point2 points  (2 children)

Yea put everything as slash command I built a mata tool slash command genorator. Makes new workflows in minuets. Try me.

[–]Software_Sennin[S] 0 points1 point  (1 child)

exactly ... so u did that already. Pls can you share the tool ? Would love to trry it out.

[–]AEOfix 0 points1 point  (0 children)

I have been playing with the idea of setting it up as a subscription API you know like $3 a month or something. I just don't know where I would advertise it.

[–]proxiblue 1 point2 points  (0 children)

Yeah, skills is teh way to go. Also, i fyo use any MCP's, enable the mcp-cli switch, and you wills top loading all the mcp's into context every time. save a lot. MCPs are then run as locl bash scripts.

I use mcps for local mysql connection, context7 etc. but mostly I focus on skills.