humanist plugin

What's inside humanist

2 parts read from the plugin's own files.

Skills in humanist

1. 
   humanistitsryanlenk/humanist

   Improve an AI-assisted draft so it reads better: strip machine residue, cut filler and inflated significance, and report what is left. Use when someone wants to clean up an AI-assisted draft, edit AI output into publishable prose, remove AI slop, fix corporate or robotic voice, tighten a draft before it ships, or asks why their writing sounds generic. Trigger phrases include "clean up this AI draft", "edit this into something publishable", "remove the AI slop", "this reads like ChatGPT wrote it", "why does this sound robotic", "tighten this before it goes live", "make this draft less generic". Runs a rewrite pass, a mechanical checker that reports and never edits, and a composition read for the tells no regular expression catches. Also covers quoted sources, web-copy extraction, and calibrating the checker to the author's own published voice. It does NOT detect whether text was AI-generated, does NOT make writing pass as human, and does NOT defeat AI-detection or watermarking.

   8 files
   5stars
2. 
   ship-gateitsryanlenk/humanist

   The release gate for public prose. Runs every quality gate in a fixed order before a draft ships, and refuses to call a draft ready while any gate is unrun. Use before publishing or handing over anything a reader will see: a blog post, a web page, a newsletter, a product listing, release notes, a social post, a client deliverable. Trigger phrases include "is this ready to ship", "run the gates", "final check before publishing", "ship gate", "red team this", "check this before it goes live". Orchestrates the humanist rewrite pass, the humanist.py checker, the composition read and an adversary pass that attacks the claims, then writes a gate report. It does not edit the draft on its own authority and it does not publish anything.

   2 files
   5stars