The post is not the deliverable; the specific thing only this person can say is. The scripts handle format choice, mechanical faults, and de-duplication. The interesting part — what actually happened and what it cost — comes from the user, and cannot be generated.
1. Check the brief exists. If there is no positioning brief, offer linkedin-strategy
first as a question. Posts without pillars are noise. Never chain silently.
2. Pick the format from the material, not from fashion.
python3 scripts/format_picker.py --goal authority --material data --material tutorial \
--minutes 120 --output human
Exit 0 recommends / 2 asks when the top two are within a point (tie-break on which one they would enjoy making — the one they repeat beats the one that scores higher once) / 3 no fit, go get material. It refuses video with no camera and no footage, and a poll with no real decision behind it.
3. Draft. Interview for specifics before writing a line: the number, the mistake, the sentence someone said. Then write to the fold — the first ~140 characters are the whole post for most readers, and a sentence must complete inside them.
4. Lint before it ships.
python3 scripts/post_linter.py --input draft.md --has-image --output human
Exit 0 SHIP / 2 REVISE (or any blocking finding) / 3 REWRITE. Blocking findings have named consequences: over the 3,000-character cap; engagement bait, named as demoted content in the Professional Community Policies; Unicode pseudo-bold, which screen readers announce as mathematical symbols and search does not index as words. Two passes is normal; the stop condition is exit 0 or a stated decision to accept a warning.
5. Repurposing. Split a source and keep the ledger — it prevents the specific recurring failure of the same idea going out three times over eight months. Commit it alongside the source; it is project state, not a cache. Every unit is source material, not a post: add the sentence only the author can write — what it cost, or what they would do differently.
python3 scripts/repurpose_splitter.py --input talk.md --ledger .linkedin-ledger.json --output human
python3 scripts/repurpose_splitter.py --input talk.md --ledger .linkedin-ledger.json --record 2 --posted-on 2026-08-25
| Script | Role |
|---|---|
scripts/post_linter.py |
0-100 across mechanics / hook / integrity / accessibility; blocking findings for the cap, bait, and pseudo-bold. |
scripts/format_picker.py |
Ranks nine native formats against goal, material, and minutes; refuses camera-less video and decision-less polls. |
scripts/repurpose_splitter.py |
Splits a source into standalone units, scores them, and skips anything already in the reuse ledger. |
references/hook_and_fold_mechanics.md — the first 140 characters, and the openers to delete on sight (7 sources)
references/post_formats_canon.md — what each native format is good at, and the carousel trap (7 sources)
references/repurposing_discipline.md — standalone units, the reuse ledger, source types and their risks (7 sources)
references/accessibility_and_inclusion.md — pseudo-bold, alt text, captions, and why they are blocking (7 sources)
assets/post_templates.md — five worked post shapes with the hook already doing its job
assets/example_post.md — a post that passes the linter, annotated
linkedin-strategy — decides what the posts are about. This writes them.linkedin-engagement — comments and DMs. A comment is a different craft with a
different budget; it lives there.marketing-skill/copywriting / content-humanizer — general copy and de-AI passes.
Reach for those for tone; this one owns LinkedIn's mechanics and its accessibility floor.Version: 1.0.0