Individual skill
ig-viral
Go and find the reels that are actually working right now in the user's niche, rank them by how far each beat its own account, name the hook formula each one used, and turn that into a swipe file they can shoot from. Use when the user says "find viral videos", "what's working right now", "what are people posting in my niche", "reverse engineer this account", "build me a swipe file", "why is this reel doing numbers", or asks what to make next and has no evidence to answer with.
skills/ig-viral/SKILL.md
Source commit d03c56bb598be770c60b201f94237e5d1a4268a6
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
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- 5,989
- Repository last updated
- Sep 13, 2026
- License
- MIT
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- engineering Derived category
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# ig-viral
The research skill. Everything else in this pack writes; this one goes and
looks. Run it monthly, not daily. Formulas last a season.
One tool lives in this folder and it runs:
```bash
python3 swipe.py captured.tsv --out ~/.claude/instagram/swipe.md
```
## The one idea that makes this worth doing
**Raw views are not evidence.** An account with two million followers doing