LLM AGENT LOOP EXECUTION ENVIRONMENT GENERATE EXECUTE ISOLATE OUTPUT EVALUATE UPDATE CHECK PROMPT PROGRAM.MD AGENT.PY (EDITABLE) FIXED ADAPTER BOUNDARY HARBOR TASK RUNNER RESULTS.TSV KEEP / DISCARD SIMPLICITY RULE FAILURE LOG / TRAJECTORY
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