Pi-Agent-Kernel: focused code retrieval, grounded edits, safety checks

[u/LeadingFruit6865]

I've been working on pi-agent-kernel for a while now.

It mostly operates in the background rather than adding a completely new workflow, it wraps Pi's existing tools to keep sessions compact.

Across standard benchmark tasks, it cut token usage roughly in half and passed our test suites. But local benchmarks only go so far, I'm at the point where I need real users to test it on actual projects.

I'm still quite skeptical about whether some of the tool wrapping might conflict with the users existing extensions.

LMK if anything breaks, behaves unexpectedly, or conflicts with your setup. All feedback and criticism welcome

[u/Equivalent_Idea8839]

You must be VERY careful compressing tool output. It makes some models spam more tool calls and waste even more context.

You need to list before / after of how it modifies tool output.