Module turn 

RLM turn loop — paper Algorithm 1 driven over a long-lived Python subprocess + stdin/stdout RPC bridge (no HTTP sidecar).

Structs

RlmRoundTrace

Per-round trace entry. Surfaced in the tool result so the user can see exactly what the sub-agent did.

RlmTurnResult

Result of an RLM turn.

Enums

RlmTermination

How an RLM turn ended.

Functions

run_rlm_turn

Run a full RLM turn. prompt is loaded into the REPL as context; it never enters the root LLM’s window.

run_rlm_turn_with_root

Variant that also passes a small root_prompt (the user-facing task) shown to the root LLM each iteration so it remembers its objective.