AI Paper Agent / code reading surface
Two X2Strategy subsystems, separated into inspectable module maps.
This atlas turns the X2Strategy source into two inspectable websites: Paper2Spec for research-document understanding, and Spec2Code for generated-code contracts, validation and experiment handoff.
DOCUMENT / SPEC / CODE
human review stays in the loop
01
Two Core Structures
Claim Boundary
Research tracking and workflow reproduction, not author credit.
This site explains how the open-source X2Strategy code is organized and how its architecture informs an AI Paper Agent workflow. It does not claim contribution to the original repository or production use.