A useful distinction in short-form content tooling is whether it can help reject weak ideas or reliably predict winners. This project’s own test found its hook scorer is good at catching deliberately bad hooks (AUC 0.83), but barely separates a creator’s hits from misses (AUC 0.56). That candor sets the right expectation: use it to improve drafts, not to outsource creative judgment.
AI Agent2026
Jakeschincariol/instagram-agent-skill
Breaks Instagram content work into 13 Claude workflows for Reels, research, captions, and planning. It produces drafts for your approval; it does not post or operate your account.
Introduction
Information
- Websitegithub.com
- AuthorsJake Schincariol
- Published date2026/09/13
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