From memstack
Rewrites text to sound human by eliminating AI patterns like 'delve', 'leverage', hedging, long intros, and excessive qualifiers. For blog, social, or client content.
npx claudepluginhub cwinvestments/memstack --plugin memstackThis skill uses the workspace's default tool permissions.
*Remove AI tells and rewrite content to sound like a human wrote it.*
Removes AI-generated writing patterns from text and injects personality to sound natural and human-written. Use after drafting docs, emails, or copy.
Rewrites text to remove 24 AI writing patterns like inflated language, em dashes, filler phrases, and formulaic structure, making it sound natural and human-written.
Removes AI-generated writing patterns from text to make it sound natural and human-written. Fixes 24 patterns like significance inflation, promotional language, and vague attributions. Use when text sounds like ChatGPT.
Share bugs, ideas, or general feedback.
Remove AI tells and rewrite content to sound like a human wrote it.
When this skill activates, output:
✍️ Humanize — Rewriting for natural voice...
Then execute the protocol below.
| Context | Status | Priority |
|---|---|---|
| User says "humanize", "make it sound human/natural" | ACTIVE — rewrite content | P1 |
| User says "clean up this writing", "remove AI tone" | ACTIVE — rewrite content | P1 |
| User says "rewrite for blog/social/client" | ACTIVE — rewrite with audience in mind | P2 |
| User is writing code or technical docs (API refs, JSDoc) | DORMANT — technical writing is fine as-is | — |
| User is writing commit messages or changelogs | DORMANT — these have their own format | — |
Scan the content for these common AI writing tells:
Words to eliminate or replace:
| AI Pattern | Replace With |
|---|---|
| "delve", "delve into" | "explore", "look at", "dig into" |
| "leverage" | "use", "take advantage of" |
| "utilize" | "use" |
| "facilitate" | "help", "make easier" |
| "comprehensive" | (often removable, or "thorough", "complete") |
| "robust" | "solid", "strong", "reliable" |
| "streamline" | "simplify", "speed up" |
| "moreover", "furthermore" | (cut entirely or use "also", "and") |
| "it's important to note" | (cut — just state the thing) |
| "in conclusion" | (cut — the reader knows it's the end) |
| "in today's [X] landscape" | (cut entirely) |
| "game-changer" | (be specific about the benefit) |
| "navigate" (non-literal) | "deal with", "handle", "work through" |
| "paradigm" | (use a concrete noun instead) |
| "synergy" | "overlap", "combination", "fit" |
Structural patterns to fix:
Apply these principles:
Do NOT change:
Show the rewritten version. If the changes are substantial, briefly note what was changed:
User: "Humanize this paragraph"
In today's rapidly evolving digital landscape, it's important to note that leveraging comprehensive AI solutions can facilitate robust workflow optimization. Moreover, these game-changing tools enable organizations to navigate complex challenges and streamline their operations.
✍️ Humanize — Rewriting for natural voice...
AI tools speed up your workflow. They handle the repetitive stuff so your
team can focus on work that actually matters.
Changes: Cut filler intro, replaced "leverage/facilitate/robust/streamline"
with plain language, removed empty transitions, reduced from 41 words to 22.