zed/.factory
morgankrey 0912dc9973
Add humanizer skill for AI writing pattern detection (#50021)
## Summary

Add a standalone **humanizer** skill based on Wikipedia's "Signs of AI
writing" guide that detects and fixes 24 common AI-writing patterns.
Also update brand-writer to recommend running humanizer as a
pre-validation step for high-stakes content.

## Details

**New skill: `/humanizer`**
- Detects 24 AI-writing anti-patterns from Wikipedia's guide (maintained
by WikiProject AI Cleanup)
- Covers content patterns (significance inflation, vague attributions),
language patterns (copula avoidance, synonym cycling), style patterns
(em dash overuse, boldface), and communication patterns (chatbot
artifacts, sycophantic tone)
- Includes a two-pass audit workflow: draft rewrite → "What makes this
obviously AI generated?" → final revision
- Adds guidance on injecting "soul" and personality, not just removing
bad patterns

**Updated: brand-writer**
- Added Phase 4 "Humanizer Pass" recommending `/humanizer` for
high-stakes content (homepage, announcements, product pages)
- Phases renumbered (Validation is now Phase 5)

## Attribution

Based on [blader/humanizer](https://github.com/blader/humanizer) and
[Wikipedia:Signs of AI
writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing).

Release Notes:

- N/A
2026-02-24 14:58:52 -06:00
..
prompts/crash Improve agent pull request hygiene (#49469) 2026-02-18 08:46:47 -06:00
skills Add humanizer skill for AI writing pattern detection (#50021) 2026-02-24 14:58:52 -06:00