[wenhan_zhou]

How does the agent intelligently synthesize information across different files?

[anatoliikmt]

I found progressive discovery works very well. I have an INDEX.md file in every folder with a table describing what files are in that folder and what they do.

[wenhan_zhou]

Ah, so you are effectively offloading the file exploration mechanism to the INDEX.md in the sub-directories rather than writing a complex prompt?

[anatoliikmt]

Yes, exactly. I made the Context Layer into a skill where I describe the structure. So when I say, "reindex", the agent knows to check and update the index files. Also it knows if it modifies any file, it needs to also update the index. Works really well!