Spec-to-Code Generator

V2 · AI Powered

Upload your SDTM or ADaM mapping specification (Excel), select your preferred language, and generate a complete derivation program with validation and auto-repair.

Current Run

No file loaded

Independent Validation Still Required

The validation layer is an early QC screen — not a replacement for protocol, SAP, standards, or SOP review.

Expected Excel Format

Your Excel file should have columns: Source, Target, Variable, Label, Type, Length, and Logic. Headers are auto-detected.

Sample Template Sample skills.md Sample SAS Data

Standard Type

IG Version

Output Language

Validation

Golden cases enabled

Routing Mode

AI Provider

Model

Use my own API key

Using your own API key unlocks additional providers (Claude, Gemini) and more model options.