rewrite-humanize

Rewrite academic CS and HPC drafts to remove AI-like tone while preserving citations and structure.

7|1|Updated Jan 25, 2026
One-click install
npx skills add https://github.com/daidong/PiPilot --skill rewrite-humanize
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: rewrite-humanize
Source: https://github.com/daidong/PiPilot/tree/main/lib/skills/builtin/rewrite-humanize
Command: npx skills add https://github.com/daidong/PiPilot --skill rewrite-humanize

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Rewrite and polish academic drafts to remove AI-like tone while preserving factual content.

Core Features & Use Cases

  • Preserve numbers, units, citations, and claim strength.
  • Maintain domain terminology and section structure.
  • Improve readability and flow for CS and HPC manuscripts.

Quick Start

Provide a draft text and request a natural, publication-ready rewrite that preserves all facts and citations.

Frequently Asked Questions about rewrite-humanize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I rewrite academic prose to remove AI tone without changing citations?

To rewrite academic prose and remove AI tone, provide your draft text to apply natural language refinement that preserves all factual content, citations, numbers, and domain terminology while enforcing section structure constraints.

Can I humanize a computer science manuscript while preserving technical claims?

Yes, you can humanize a computer science manuscript by applying final language refinement that maintains domain terminology, claim strength, and rigor while improving readability and flow for publication-ready drafts.

What is the best way to polish HPC papers for publication without adding new data?

The best way to polish HPC papers is to apply constraints that avoid adding new data or references, ensuring the rewrite only removes AI-like tone while preserving existing numbers, units, and section structure.

Does rewriting academic drafts affect the original units and section structure?

Rewriting academic drafts does not affect original units and section structure because the process enforces strict constraints to preserve numbers, units, claims, and the overall organization of your document.

How do I edit manuscripts to sound natural but keep the academic rigor intact?

To edit manuscripts for a natural tone while keeping academic rigor intact, apply final language refinement designed for computer science and HPC papers that removes AI-like phrasing without altering factual content.

When should I not use a humanizing rewrite for my academic draft?

You should not use a humanizing rewrite if your academic draft requires adding new data, references, or altered claims, because the process strictly preserves existing factual content and section structure without introducing new information.