Paper-vs-code consistency audit. After research:scientist implements a method from a paper, verify the implementation matches paper claims across five dimensions — formula matching [F], hyperparameter parity [H], eval protocol [E], notation consistency [N], and citation chain [C]. Reads paper (PDF path / arXiv URL / pasted text), maps claims to codebase, emits verification table with match status and severity.
$npx -y skills add borda/ai-rig --skill verifyInstalls into the current project.
Run `npx skills use "https://github.com/borda/ai-rig" --skill "borda/ai-rig/verify"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/borda/ai-rig" that are relevant to the current task. Run `npx skills add "https://github.com/borda/ai-rig"` and select the relevant skills, then follow their instructions.