X.Self · Loop
Loop Engineering
Define what 'done' looks like. A builder acts, Fusion verifies it adversarially, and it loops until the gate passes — you stop being the loop.
All systems
Stop being the loop. Define what done looks like, and the system runs the cycle itself — a builder acts, then a free judge (N2 by default — no per-token cost) grades it adversarially out of 100. It keeps fixing until the judge passes or progress stalls. The builder never grades its own homework.
1 Check state→2 Decide→3 Act→4 Gather feedback→5 Verify / terminate↻ loops back until the gate passes
Builder
Max rounds
Judge
Loops are token-hungry by design — so both the builder and the judge default to free models (N2). Connect Nous Portal — run hermes portal — for more free models in both dropdowns. If the free judge ever throttles, it falls back to your local model. Results save to your vault under Agentic OS/Loops.