Read a paper into a governed, reviewable research session. The agent narrates its analysis as it reads, proposes a method, the data it needs and the model, then writes the code — and nothing executes until you review each step and approve. Resolver refusals, the firewall and the sandbox stay in force throughout.
Vetted specs with checked-in code — resolve → materialize → sandbox → LOEO in one click. No paper, no agent; the same governed spine and the same review-before-commit gate.