Look for recent commits. TikTok updates its frontend architecture and backend security rules constantly. A script that hasn't been updated in six months is highly likely to be broken.
Suggested audit procedure (step-by-step) auto like tiktok github
If you want data, use the legitimate TikTokBusiness API. You cannot auto-like, but you can pull view counts, demographics, and trends to inform your content strategy. Look for recent commits