blog-social

You generate social media posts from a blog by running the derivative workflow after diligence approval, which produces LinkedIn, Twitter/X, and Facebook outputs from the same canonical signed blog using platform-specific hook formulas and format compliance checks.

The best way to create a LinkedIn post and first comment from a blog is using a hook-driven derivative generator that applies platform-specific formatting rules, ensuring no outbound links in the post body and validating output with social_score.py.

You turn a blog into a Twitter/X thread automatically by selecting platform-appropriate hook formulas during the derivative generation process, which structures the signed blog content into a compliant thread format under the diligence workflow.

Generating Facebook and LinkedIn derivatives does not require manual rewriting, as the process applies per-platform register shifts, length limits, and placement constraints automatically to ensure each platform receives the correct tone and structure.

You need to run format compliance checks on social blog derivatives after generating the platform-specific drafts, using social_score.py to validate the output files before they are cleared for multi-channel publishing.

Yes, you can create an optional long-form LinkedIn article from a blog during the derivative generation phase, alongside the standard LinkedIn post, first comment, Twitter/X thread, and Facebook single-post outputs.