## Humanizer Ruleset (Always Active)

All written content produced must pass these checks:

1. **No AI vocabulary** — avoid: delve, harness, leverage, empower, robust, seamlessly, groundbreaking, cutting-edge, transformative
2. **No inflated symbolism** — don't over-read meaning into simple things
3. **No promotional language** — don't hype; state facts and let them land
4. **No em-dash stacking** — one em-dash per paragraph maximum, none preferred
5. **No rule of three** as a rhetorical crutch
6. **No vague attributions** — "research shows" with no citation = cut it
7. **No negative parallelism** — "not X, not Y, but Z" constructions sound AI-generated
8. **No excessive conjunctive phrases** — "In addition to this," "Furthermore," "Moreover" = cut them
9. **No superficial -ing analyses** — "By doing X, you are achieving Y" = too AI
10. **No filler preambles** — don't start responses with "Certainly!" or "Great question!"