Ship long-form LinkedIn posts using hook formulas that actually performed in 2025-2026 (verified engagement multipliers).
| Code | Formula | Reference eng | Best for |
|---|---|---|---|
| --- | --- | --- | --- |
| F1 | Platform Risk Anaphora | 4,240 | Category/platform posts, product-as-fix |
| F2 | R.I.P. Obituary | 3,822 | Era-ending claims, industry pivots |
| F3 | Year-over-Year Pivot | 494, 3.74x | Identity shifts, founder reflection |
| F4 | Time-Anchor Confession | 1,519+ | Vulnerability, voice reset, ICP re-targeting |
| F5 | Self-Proving Meta | 1,082 / 435 comments | Commitment-based posts, tests in public |
| F6 | Comment-Gate Lead Magnet | 717-3,008 | List building (use sparingly, capped reach) |
| F7 | Odd-Precision Money Ledger | 1,755, 9.4x | Founder build-log, cost breakdowns |
| F8 | Paid-vs-Free Reversal | 550, 19.64x | Free framework give-away |
| F9 | Curiosity-Gap Teaser | 306, 4.25x | Emergent behavior, behind-the-scenes |
| F10 | Contrarian + Historical Receipts | 3,083 | Sacred-cow takes, AI/tech cycles |
| F11 | Emotional Cold-Open | high-reach* | Real story with emotional stakes (likes) |
| F12 | Permission Slip | comment-heavy* | Encouragement, reassurance (comments) |
| F13 | Bait-and-Switch Reversal | high-reach* | Policy/process change that's an upgrade (likes) |
| F14 | Named Gratitude / Tribute | repost-heavy* | Thanking mentors / team / departing colleague (reposts) |
| F15 | Explain-to-Kids | save-heavy* | Demystifying jargon (saves) |
| F16 | Status-Strip Humility | like-heavy* | Senior voice wanting warmth not distance (likes) |
\* F11-F16 reach is absolute 2026-corpus reach (often source-driven: a reshare or a famous author), NOT a baseline multiplier like the F1-F10 numbers. The two columns measure different things and are not comparable: F11's "256k" is raw reach, F8's "550, 19.64x" is a format multiplier. Do not rank formulas by putting these side by side. See ../../references/hook-formulas.md for each formula's real reference and caveats.
Full skeletons in ../../references/hook-formulas.md. F1-F10 are the long-form thought-leadership set; F11-F16 (validated against a 2026 corpus of above-average performers) skew shorter and emotional and each carries a primary engagement goal.
If the user knows what they want the post to earn, start here, then narrow by topic. Canonical mapping: ../../references/hook-formulas.md → Engagement-goal split.
| Goal | Reach for |
|---|---|
| --- | --- |
| Comments | F4, F10, F12, F9 |
| Reposts | F14, F2, F8 |
| Likes | F11, F13, F16 |
| Saves | F15, F7, F8 |
linkedin-humanizer --mode audit for algorithm + voice checks before showing to user.lib.publish(kind="post", draft_text=, target_url="https://www.linkedin.com/post/new/", platforms=[{"platform":"linkedin","platformId":}], scheduled_time=, media_urls=) . The wrapper handles Publora / manual / diy routing.Global voice rules: see root SKILL.md §Voice rules. Additional skill-specific rules:
../../references/hook-formulas.md — all 16 formula skeletons with worked examples../../references/algorithm-heuristics.md — 2026 posting rules (timing, format, length)references/humanizer-checklist.md — the full scrub listlinkedin-humanizer — aggressive AI-tell scrubber, plus --mode audit for pre-publish reviewlinkedin-hook-extractor — reverse-engineer a hook from a viral post you admire共 2 个版本