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Reverse-engineer the hook from a viral Instagram Reel

Instagram Hook Extractor

by sergebulaev · MIT license · ★ 138 on GitHub · updated Sep 17

Instagram Hook Extractor cover

Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after,…

---
name: ig-hook-extractor
description: "Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt Reel, how-I Reel), explains why it worked, names the primary goal, and returns a blank template mapped to your topic. Use to learn from a post you admire. Not for writing your own (use ig-caption-writer or ig-carousel-planner)."
---

# Instagram Hook Extractor

Paste a viral Reel or carousel URL (or the caption text). Get back: which hook
formula it uses, the exact structure, why it worked, the primary goal it chased,
and a blank template you can fill with your own voice.

## When to use

- User finds a viral Reel or carousel they want to study
- User wants to replicate a specific creator's pattern
- Before `ig-caption-writer` or `ig-carousel-planner`, to seed a draft with a
  proven shape

Overview

Paste a viral Reel or carousel URL (or the caption text). Get back: which hook formula it uses, the exact structure, why it worked, the primary goal it chased, and a blank template you can fill with your own voice.

What you get

  • Formula identified(IG1-IG10 from ../../references/hook-formulas.md) with a
  • Surfacesingle image, carousel, or Reel, and why that surface fit the idea
  • Structural breakdown
  • The hook (caption first 125 chars / carousel slide 1 / Reel first 3 seconds)
  • Body architecture (per-slide roles for a carousel; beat order for a Reel)
  • The close (what earns the save, send, or follow)
Manual install (npx, ZIP)
Claude Codenpx skills add sergebulaev/instagram-skills --skill ig-hook-extractor -g -a claude-code
Claude Code (manual)mkdir -p ~/.claude/skills && curl -sL https://codeload.github.com/sergebulaev/instagram-skills/tar.gz/2919f0a6d8b1 \ | tar -xz -C ~/.claude/skills --strip-components=4 instagram-skills-2919f0a6d8b1/.codex-marketplace/instagram-skills/skills/ig-hook-extractor
Windows (PowerShell)New-Item -ItemType Directory -Force "$HOME\.claude\skills" | Out-Null; Invoke-WebRequest "https://m.agentalley.io/zip/a111e418d84f6f58f9af/ig-hook-extractor.zip" -OutFile "$env:TEMP\ig-hook-extractor.zip"; Expand-Archive "$env:TEMP\ig-hook-extractor.zip" -DestinationPath "$HOME\.claude\skills" -Force
Claude.ai / desktopDownload the ZIP and upload it under Settings → Capabilities → Skills.
Codex, Cursor, other agentsPoint them at SKILL.md. The other files are plain text.

Connects with Agent Alley MCP · agentalley.io/mcp

Files included

  • SKILL.md4.0 KB
  • references/2 files · 7.0 KB
Read the files here
sergebulaev/2919f0a3 files
Shared references1SKILL.md reads these from elsewhere in the repo. Not in the ZIP.Get them on GitHub ↗
SKILL.md
Show the full text86 lines

Instagram Hook Extractor

Paste a viral Reel or carousel URL (or the caption text). Get back: which hook formula it uses, the exact structure, why it worked, the primary goal it chased, and a blank template you can fill with your own voice.

When to use

  • User finds a viral Reel or carousel they want to study
  • User wants to replicate a specific creator's pattern
  • Before ig-caption-writer or ig-carousel-planner, to seed a draft with a proven shape

Input

An Instagram URL (/p/, /reel/, or a profile) or pasted caption + slide text. This bundle has no built-in Instagram reader, so for a URL the skill asks the user to paste the caption (and the on-image slide text for a carousel, or a quick description of the Reel's first 3 seconds).

Output

  • Formula identified (IG1-IG10 from ../../references/hook-formulas.md) with a confidence score
  • Surface: single image, carousel, or Reel, and why that surface fit the idea
  • Structural breakdown:
    • The hook (caption first 125 chars / carousel slide 1 / Reel first 3 seconds)
    • Body architecture (per-slide roles for a carousel; beat order for a Reel)
    • The close (what earns the save, send, or follow)
    • Reaction-triggering devices (numbers, named entities, the open loop)
  • Primary goal the original chased (saves / shares / comments / follows)
  • Why it worked psychologically and algorithmically
  • Blank template with {slot} markers matched to the original, ready for the user's topic
  • Cautions: anything in the original that would fail a 2026 audit (em dashes over the cap, an AI-vocab cluster, 30 hashtags, mixed media)

Steps

  1. Parse the URL. lib.url_parser.parse_instagram_url(url) returns username, shortcode, url_type.
  2. Get the content. Ask the user to paste the caption, and for a carousel the slide text, or for a Reel the first 3 seconds (on-screen text + opening line). (If they later wire an Apify Instagram actor, read it automatically.)
  3. Detect the surface. Single image, carousel, or Reel.
  4. Classify against the 10 formulas using features:
    • Caption: an odd-precision result (IG1)? a contrarian claim (IG2)? a relatable moment (IG3)? a first-person confession (IG4)?
    • Carousel: a numbered teaching list (IG5)? a before/after (IG6)? a myth/truth structure (IG7)? a named framework (IG8)?
    • Reel: a pattern interrupt in the first seconds (IG9)? a "how I" teardown (IG10)?
  5. Score confidence. If two formulas fit, return the top 2 with fit scores.
  6. Extract structure. Label each part by its role. For a carousel, map slide 1 (the loop), the front-loaded value, and the payoff slide.
  7. Name the primary goal the original optimized for.
  8. Generate a blank template with {slot} markers matched to the original shape and the user's topic.
  9. Audit the source. Flag any AI tells so the user does not copy them.

Example

See references/examples.md for worked teardowns.

Formulas reference

See ../../references/hook-formulas.md for the 10 canonical Instagram formulas with full skeletons and goal tags.

Files

  • SKILL.md - this file
  • references/classification-rules.md - feature extraction + scoring heuristics
  • references/examples.md - worked teardowns (caption, carousel, Reel)
  • ig-caption-writer - use the extracted caption template to draft your own
  • ig-carousel-planner - use the extracted carousel template
  • ig-humanizer --mode audit - audit your draft before shipping
1---
2name: ig-hook-extractor
3description: "Reverse-engineer the hook from a viral Instagram Reel or carousel, given a URL or a pasted caption. Identifies which of the 10 canonical 2026 formulas it uses (number-first, contrarian, relatable, confession, listicle, before/after, myth-buster, framework, pattern-interrupt Reel, how-I Reel), explains why it worked, names the primary goal, and returns a blank template mapped to your topic. Use to learn from a post you admire. Not for writing your own (use ig-caption-writer or ig-carousel-planner)."
4---
5 
6# Instagram Hook Extractor
7 
8Paste a viral Reel or carousel URL (or the caption text). Get back: which hook
9formula it uses, the exact structure, why it worked, the primary goal it chased,
10and a blank template you can fill with your own voice.
11 
12## When to use
13 
14- User finds a viral Reel or carousel they want to study
15- User wants to replicate a specific creator's pattern
16- Before `ig-caption-writer` or `ig-carousel-planner`, to seed a draft with a
17 proven shape
18 
19## Input
20 
21An Instagram URL (`/p/`, `/reel/`, or a profile) or pasted caption + slide text.
22This bundle has no built-in Instagram reader, so for a URL the skill asks the
23user to paste the caption (and the on-image slide text for a carousel, or a quick
24description of the Reel's first 3 seconds).
25 
26## Output
27 
28- **Formula identified** (IG1-IG10 from `../../references/hook-formulas.md`) with a
29 confidence score
30- **Surface:** single image, carousel, or Reel, and why that surface fit the idea
31- **Structural breakdown:**
32 - The hook (caption first 125 chars / carousel slide 1 / Reel first 3 seconds)
33 - Body architecture (per-slide roles for a carousel; beat order for a Reel)
34 - The close (what earns the save, send, or follow)
35 - Reaction-triggering devices (numbers, named entities, the open loop)
36- **Primary goal** the original chased (saves / shares / comments / follows)
37- **Why it worked** psychologically and algorithmically
38- **Blank template** with `{slot}` markers matched to the original, ready for the
39 user's topic
40- **Cautions:** anything in the original that would fail a 2026 audit (em
41 dashes over the cap, an AI-vocab cluster, 30 hashtags, mixed media)
42 
43## Steps
44 
451. **Parse the URL.** `lib.url_parser.parse_instagram_url(url)` returns
46 `username`, `shortcode`, `url_type`.
472. **Get the content.** Ask the user to paste the caption, and for a carousel the
48 slide text, or for a Reel the first 3 seconds (on-screen text + opening line).
49 (If they later wire an Apify Instagram actor, read it automatically.)
503. **Detect the surface.** Single image, carousel, or Reel.
514. **Classify against the 10 formulas** using features:
52 - Caption: an odd-precision result (IG1)? a contrarian claim (IG2)? a
53 relatable moment (IG3)? a first-person confession (IG4)?
54 - Carousel: a numbered teaching list (IG5)? a before/after (IG6)? a
55 myth/truth structure (IG7)? a named framework (IG8)?
56 - Reel: a pattern interrupt in the first seconds (IG9)? a "how I" teardown
57 (IG10)?
585. **Score confidence.** If two formulas fit, return the top 2 with fit scores.
596. **Extract structure.** Label each part by its role. For a carousel, map slide
60 1 (the loop), the front-loaded value, and the payoff slide.
617. **Name the primary goal** the original optimized for.
628. **Generate a blank template** with `{slot}` markers matched to the original
63 shape and the user's topic.
649. **Audit the source.** Flag any AI tells so the user does not copy them.
65 
66## Example
67 
68See `references/examples.md` for worked teardowns.
69 
70## Formulas reference
71 
72See `../../references/hook-formulas.md` for the 10 canonical Instagram formulas
73with full skeletons and goal tags.
74 
75## Files
76 
77- `SKILL.md` - this file
78- `references/classification-rules.md` - feature extraction + scoring heuristics
79- `references/examples.md` - worked teardowns (caption, carousel, Reel)
80 
81## Related skills
82 
83- `ig-caption-writer` - use the extracted caption template to draft your own
84- `ig-carousel-planner` - use the extracted carousel template
85- `ig-humanizer --mode audit` - audit your draft before shipping
86 
View all files on GitHub →

Details

Updated
Sep 17, 2026
License
MIT
Stars on the repo
★ 138
Checked
Source
sergebulaev/instagram-skills ↗
Creator
sergebulaev · 77 listings
View creator

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