Turn a curiosity into a question that can be settled, freeze what would count as an answer before running anything, and leave a verdict auditable from git alone. Skills for Claude Code / Codex; pip install newlife.
Turn a curiosity into a question that can be settled, freeze what would count as an answer before running anything, and leave a verdict auditable from git alone. Skills for Claude Code / Codex; pip install newlife.
R-LAM is a reproducibility-constrained execution framework for Large Action Models in scientific workflow automation. It enables adaptive, agent-driven workflow execution while enforcing strict guarantees on auditability, determinism, and replayability.
