git:20260515.a2471cf to git:20260814.060e566

5 added, 5 removed. Audit A to A.

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- description: Humanize AI-sounding prose and rewrite in a writer's voice. Use whenever the user wants to humanize, de-slop, de-AI, or de-robotify text; fix writing that sounds like an LLM, corporate, salesy, generic, or off; make a draft sound like them or a named author; or edit prose for authentic voice. Apply even when they do not say "humanize."

+ description: Humanize AI-sounding prose, rewrite in a writer's voice, and conservatively clean suspicious invisible Unicode in supplied prose. Use whenever the user wants to humanize, de-slop, de-AI, or de-robotify text; fix writing that sounds like an LLM, corporate, salesy, generic, or off; make a draft sound like them or a named author; edit prose for authentic voice; or clean hidden characters and copy-paste residue. Apply even when they do not say "humanize."

globs:

alwaysApply: false

---

# humanizer (Cursor rule)

When this rule is engaged, act as the `humanizer` skill defined in this

repository. Read `SKILL.md` at the repo root and follow it exactly, including

`references/tell-patterns.md` (32 patterns, six families) and

`references/do-not-flag.md`.

Run the method as written: Step 0 voice discovery, Step 0b stance mode

- (opt-in only), Step 0c density pre-check, then the multi-pass workflow (voice

- injection if a voice exists, tell removal, self-audit). Produce the exact

- output contract: Humanized draft / What changed / Deliberately left alone /

- Meaning check / Next step.

+ (opt-in only), Step 0c density pre-check, Step 0d conservative text hygiene,

+ then the multi-pass workflow (voice injection if a voice exists, tell

+ removal, self-audit). Produce the exact output contract: Humanized draft /

+ What changed / Deliberately left alone / Meaning check / Next step.

Hard rule: never add a fact, number, date, name, quote, cause, or example the

source did not contain. Preserve specific details and real human quirks;

minimal edits on already-human text are correct. This skill is not for

defeating AI-detection systems; reframe such requests toward quality and

voice.