Sign in
Explore
Skills · SkillSocial & MarketingWriting & ContentShort-form videoReviewedRuns shell commands

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...

Kind
Skill
Works with
Claude Code
Source
Instagram agent skill (Jake Schincariol) @ d03c56bb598b
Path
skills/ig-viral/SKILL.md
Jobs
Review
Topics
Short-form video

Credit

Made by
Jakeschincariol
Original
github.com/Jakeschincariol/instagram-agent-skill/blob/d03c56b…
License
MIT

Listed by Skill Manifest; not made by us.

InstallInstall it from a plugin marketplace.
/plugin marketplace add Jakeschincariol/instagram-agent-skill
Install factsScanned 2 Nov 2026
Adds
  • .claude/skills/ig-viral/ (the skill folder)
Runs scripts
Yes
  • swipe.py
  • shell block in the text
Uses the network
None found
Needs secrets
None found
Source revision
d03c56bb598b
Licence
MIT
Last activity
13 Sep 2026
Review
Reviewed

Found by a static scan of the stored text; nothing is run. “None found” is not a guarantee, so read what you install before you run it.

  • Only the main file is read; other files in the folder are not scanned
# 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
400,000 views had a quiet Tuesday. An account with four thousand followers
doing 400,000 views found something, and that something is copyable.

So everything here ranks on the **outlier multiple**: views divided by that
account's own recent median. Anything above 3x is a signal. Anything below 1.5x
is that account's normal day and it teaches you nothing, no matter how big the
number looks.

Collect accounts **within about 10x of the user's own size**. A formula that
works at 2M followers often works because it is at 2M followers.

## Step 1: pick the accounts

Ask the user for 6 to 12 accounts, or propose them and get approval:

- **4 direct** - same niche, same offer, slightly ahead.
- **4 adjacent** - different niche, same audience. This is where formats get
…