Facebook Page Hook Extractor
Paste a high-share Page post URL (or the text). Get back: which hook formula it
uses, the exact structure, why it worked, and a blank template you can fill with
your own voice.
When to use
- User finds a high-share Page post they want to study
- User wants to replicate a specific Page's pattern
- Before
fb-post-writer, to seed a draft with a proven shape
Input
A Facebook Page post URL (any of the many shapes: /posts/, permalink.php,
/watch/, share/p/). For a share/p/ link the page and post ids are hidden
behind an opaque token, so paste the post text. The bundle has no built-in Page
reader, so the user pastes the post text either way.
Output
- Formula identified (FB1-FB10 from
../../references/hook-formulas.md) with
a confidence score
- Container: short post vs story post, and why that container fit the idea
- Structural breakdown:
- The hook line (and for a story post, how the first line earns the "See more" tap)
- Body architecture (the beats, for a longer post)
- The close (what earns the share or the comment)
- Interaction-triggering devices (numbers, named entities, the question, the turn)
- Primary goal the original chased (shares / comments / reactions)
- Why it worked psychologically and algorithmically (meaningful interactions)
- 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, "We are thrilled to announce",
engagement bait, 5+ hashtags)
Steps
- Parse the URL.
lib.url_parser.parse_facebook_url(url) returns page,
post_id, share_token, url_type. If url_type is "share", tell the user
the ids are hidden and ask for the post text.
- Get the text. This bundle has no built-in Page reader, so ask the user to
paste the post (and any first comments, if relevant). If they later wire an
Apify Page actor, read it automatically.
- Detect the container. A short post (one line / under ~80 chars) or a
longer story post.
- Classify against the 10 formulas using features:
- Short post: a flat opinion (FB1)? one hard number (FB2)? an easy question
(FB3)? a binary this-or-that (FB4)? a relatable shared moment (FB5)? a
behind-the-scenes glimpse (FB6)? a usable tip (FB7)?
- Story post: a narrative with a turn (FB8)? a launch led human (FB9)? a named
customer/team spotlight (FB10)?
- Score confidence. If two formulas fit, return the top 2 with fit scores.
- Extract structure. Label each part by its role. For a story post, map the
first line (the "See more" tap), the beats, and the closer.
- Name the primary goal the original optimized for (shares / comments /
reactions).
- Generate a blank template with
{slot} markers matched to the original
shape and the user's topic.
- Audit the source. Flag any AI tells in the original 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 Facebook formulas
with full skeletons and goal tags.
Files
SKILL.md - this filereferences/classification-rules.md - feature extraction + scoring heuristicsreferences/examples.md - worked teardowns (short post and story post)
Related skills
fb-post-writer - use the extracted template to draft your ownfb-humanizer - audit your draft before shippingfb-content-planner - study competitors' Pages while planning
1---2name: fb-hook-extractor3description: Reverse-engineer the hook from a high-share Facebook Page post, from its URL or pasted text. Identifies which of the 10 canonical 2026 Facebook formulas it uses (one-line opinion, tiny number, ask-the-page question, this-or-that, behind-the-scenes, story post, announcement, spotlight), explains why it earned shares or comments, and returns a blank template mapped to your topic. Use to learn from a Page post you admire. Not for writing your own (use fb-post-writer).4---56# Facebook Page Hook Extractor78Paste a high-share Page post URL (or the text). Get back: which hook formula it9uses, the exact structure, why it worked, and a blank template you can fill with10your own voice.1112## When to use1314- User finds a high-share Page post they want to study15- User wants to replicate a specific Page's pattern16- Before `fb-post-writer`, to seed a draft with a proven shape1718## Input1920A Facebook Page post URL (any of the many shapes: `/posts/`, `permalink.php`,21`/watch/`, `share/p/`). For a `share/p/` link the page and post ids are hidden22behind an opaque token, so paste the post text. The bundle has no built-in Page23reader, so the user pastes the post text either way.2425## Output2627- **Formula identified** (FB1-FB10 from `../../references/hook-formulas.md`) with28 a confidence score29- **Container:** short post vs story post, and why that container fit the idea30- **Structural breakdown:**31 - The hook line (and for a story post, how the first line earns the "See more" tap)32 - Body architecture (the beats, for a longer post)33 - The close (what earns the share or the comment)34 - Interaction-triggering devices (numbers, named entities, the question, the turn)35- **Primary goal** the original chased (shares / comments / reactions)36- **Why it worked** psychologically and algorithmically (meaningful interactions)37- **Blank template** with `{slot}` markers matched to the original, ready for the38 user's topic39- **Cautions:** anything in the original that would fail a 2026 audit (em40 dashes over the cap, an AI-vocab cluster, "We are thrilled to announce",41 engagement bait, 5+ hashtags)4243## Steps44451. **Parse the URL.** `lib.url_parser.parse_facebook_url(url)` returns `page`,46 `post_id`, `share_token`, `url_type`. If `url_type` is "share", tell the user47 the ids are hidden and ask for the post text.482. **Get the text.** This bundle has no built-in Page reader, so ask the user to49 paste the post (and any first comments, if relevant). If they later wire an50 Apify Page actor, read it automatically.513. **Detect the container.** A short post (one line / under ~80 chars) or a52 longer story post.534. **Classify against the 10 formulas** using features:54 - Short post: a flat opinion (FB1)? one hard number (FB2)? an easy question55 (FB3)? a binary this-or-that (FB4)? a relatable shared moment (FB5)? a56 behind-the-scenes glimpse (FB6)? a usable tip (FB7)?57 - Story post: a narrative with a turn (FB8)? a launch led human (FB9)? a named58 customer/team spotlight (FB10)?595. **Score confidence.** If two formulas fit, return the top 2 with fit scores.606. **Extract structure.** Label each part by its role. For a story post, map the61 first line (the "See more" tap), the beats, and the closer.627. **Name the primary goal** the original optimized for (shares / comments /63 reactions).648. **Generate a blank template** with `{slot}` markers matched to the original65 shape and the user's topic.669. **Audit the source.** Flag any AI tells in the original so the user does not67 copy them.6869## Example7071See `references/examples.md` for worked teardowns.7273## Formulas reference7475See `../../references/hook-formulas.md` for the 10 canonical Facebook formulas76with full skeletons and goal tags.7778## Files7980- `SKILL.md` - this file81- `references/classification-rules.md` - feature extraction + scoring heuristics82- `references/examples.md` - worked teardowns (short post and story post)8384## Related skills8586- `fb-post-writer` - use the extracted template to draft your own87- `fb-humanizer` - audit your draft before shipping88- `fb-content-planner` - study competitors' Pages while planning
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