All skills
sergebulaev avatar

/fb-hook-extractor

@7ec9963

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).

Use this Skill: https://skilld.dev/gh/sergebulaev/facebook-skills/fb-hook-extractor

This session only. Nothing lands on disk.

referencesclassification-rules.md

≈750 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Classification Rules

How to map a Facebook Page post to one of the 10 formulas (FB1-FB10). Extract features first, then score.

Step 1: container

Signal Container
One short line, roughly under 80 chars, no "See more" fold short post -> FB1-FB7
Multiple short paragraphs, a narrative arc, a "See more" fold story post -> FB8-FB10
A post featuring a named person plus an invite to others likely FB10 Spotlight

Step 2: short-post features (FB1-FB7)

Feature in the text Formula
A flat, unhedged opinion stated as fact FB1 One-Line Opinion
Built around one concrete number (4 minutes, 200 loaves, 2.4x) FB2 The Tiny Number
A single easy, low-effort question, the whole post FB3 Ask-the-Page Question
A binary "A or B?" choice the reader picks a side on FB4 This-or-That
A relatable shared moment with no setup, names a feeling FB5 Relatable One-Liner
A real human glimpse inside the business FB6 Behind-the-Scenes
A concrete, usable tip the reader can act on today FB7 Useful Tip

Step 3: story-post features (FB8-FB10)

Feature in the post Formula
Opens at the tension, narrative beats, a turn with a quotable ending FB8 Story Post with a Turn
A launch or news led with the plain human point, not "thrilled to announce" FB9 Announcement with Stakes
Names a real customer / community / team member and invites others FB10 Community Spotlight

Step 4: confidence scoring

  • Count matched features per formula. The formula with the most distinctive matches wins.
  • If two are within one feature of each other, return both with fit percentages.
  • A spotlight (FB10) that also tells a story borrows FB8's structure; note both.

Step 5: primary goal

Infer what the original optimized for from its shape and its visible metrics:

Shape Likely goal
Sharp opinion, tip, number, story payoff, high shares shares (FB1, FB2, FB7, FB8)
Question or binary choice, high comment count comments (FB3, FB4)
Relatable or behind-the-scenes, high Love/Haha reactions reactions (FB5, FB6)
Spotlight or launch, shares + comments shares and comments (FB9, FB10)

Step 6: source audit

Flag, do not copy:

  • em dashes above about one per 100 words; en dashes between clauses; double dashes
  • an AI vocab cluster (3+ markers in one paragraph: leverage, fundamentally, significant, etc.)
  • "We are thrilled / excited / delighted to announce"
  • engagement bait ("LIKE and SHARE", "comment YES", "tag 3 friends")
  • 5+ hashtags
  • a bare external link with no framing
  • a long post whose real point is one short line buried inside

Output: the blank template

Reproduce the winning formula's skeleton from ../../../references/hook-formulas.md, swapping the original's specifics for {slot} markers matched to the user's topic. Keep the mechanic intact (the under-80 length for short posts, the open question for FB3, the turn for FB8).

Source: SKILL.md on GitHub

No alerts16d3 checks · Risk SAFE
  • Gen Agent Trust Hub16d

    The skill is safe. It provides textual instructions, classification rules, and examples for analyzing Facebook post structures and hooks without executing any code, making network requests, or invoking dangerous tools.

  • Socket16d

    No alerts

  • Snyk16d

    Risk: LOW · No issues

Signed by skilld at 7ec9963. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub yesterday.

Activeupdated 3 weeks ago

README badge

README badge for sergebulaev/facebook-skills/fb-hook-extractor