interpret-validators — Read, present, and answer

Invocation. This is the interpret-validators skill. In Claude Code it's also available as the alias /interpret-validators. In Codex or other agents, invoke it by name.

Python invocation. Examples below use python3 (POSIX). On Windows use py -3 (Python launcher) or the bundled interpreter at _build\target-deps\python\python.exe. The helper scripts referenced below (resolve_artifacts.py, summarize_csv.py) work under any Python 3 — no agent- or shell-specific extensions, no third-party packages.

Windows shell. Snippets target PowerShell (Claude Code's and Codex's default Windows shell). For cmd.exe, replace $Var with %VAR% and backtick line continuations with ^.