mcpbeat

NulightJens Skills

2 skills published by NulightJens across 1 repository. Together they weigh 13 684 tokens — that is what loading all of them at once would cost you in context.

2 skills 13 684 tokens total

Humanizer
humanizer-stack

| Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.

6k tokens
Structural Humanizer
humanizer-stack

>- Remove the discourse-level (structural) signs of AI writing that survive surface embodied-emotion performance ("chest tightened"), vague allusions instead of named references, unbroken linear structure, and shape convergence across pieces. Grounded text at 93.2% F1, and professional stylistic rewriting moved detection only 1.6 points. Use as the SECOND pass after the humanizer skill (which handles words and phrasing) whenever writing or revising LinkedIn posts, course lessons, blog posts, "de-slop", "AI tells", "make this sound human", "structural pass", "deep humanize".

8k tokens scripts