القائمة
Use when the user says 'humanize', 'clean up writing', 'make it sound natural', or wants text to not sound AI-generated.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/cwinvestments/memstack --skill humanizeيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
Use when the user says 'save diary', 'log session', 'wrapping up', or at end of a productive session.
Use when the user says 'save project', 'handoff', or when context is running low and state must be preserved.
Use when the user says 'create quotation', 'generate quote', 'proposal', or needs a client-facing price document.
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | humanize |
| description | Use when the user says 'humanize', 'clean up writing', 'make it sound natural', or wants text to not sound AI-generated. |
| version | 1.0.0 |
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.