How do I install the Paper Refine Special Zh skill?

Run npx skillmds@latest add moonlarry/paper-refine-special-zh in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Paper Refine Special Zh safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Paper Refine Special Zh?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Paper Refine Special Zh free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Paper Refine Special Zh?

moonlarry (@moonlarry) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Paper Refine Special Zh by moonlarry

Name: Paper Refine Special Zh
Author: moonlarry

Paper Refine Special Zh

Perform high-intensity global polishing for Chinese academic writing in either Word-style plain text or Chinese LaTeX. Use when the user wants section-level or document-level rewriting with global logic checking, outline reconstruction, compression, sentence-level polishing, and a final reviewer-style pass, or when the user explicitly asks for a staged structure-to-logic-to-expression Chinese polish workflow with confirmation checkpoints.

moonlarry Updated Sep 17, 2026

File contents

Paper Refine Special ZH

Overview

Use this skill for heavy Chinese academic rewriting when ordinary paragraph polish is insufficient. It supports both Word-ready Chinese prose and Chinese LaTeX while keeping the same global polishing workflow.

Workflow

Determine the scope of the input:
- Single paragraph
- Multi-paragraph subsection
- Full section
- Full paper
Determine the medium:
- Word-style plain Chinese text
- Chinese LaTeX with commands, formulas, or references
Detect whether the user wants:
- Direct heavy rewrite
- Staged confirmation workflow with structure -> sentence logic -> expression
Read references/core-workflow.md and follow the five-phase pipeline exactly.
Read references/global-logic-check.md to evaluate paragraph roles, section progression, and whole-document consistency.
If the content contains experiments, ablations, efficiency studies, or case analysis, also read references/experiment-structure.md and enforce that structure in the final text.
Read references/output-format.md to choose the correct output format for the scope and medium.

Staged Workflow Mode

If the user explicitly asks for step-by-step confirmation, keep the rewrite interactive.

Confirm macro structure first.
Confirm sentence or paragraph logic before rewriting wording.
Offer 2-4 Chinese expression options for a small batch when that helps the user choose tone or density.
Assemble the rewritten passage only after logic is confirmed.
If the user also names a target journal or asks for highlights, use paper-journal-style for journal-specific constraints.

Medium Rules

In Word mode, output pure Chinese text with full-width punctuation and no Markdown markers.
In Chinese LaTeX mode, preserve LaTeX commands, formulas, citations, and required escaping.
Do not accidentally flatten Chinese LaTeX into plain text.
In staged workflow mode, keep each checkpoint short and wait for user confirmation when the user requested that interaction pattern.

Boundary With Other Skills

Use paper-refine for light local polishing.
Use this skill for section-level or paper-level restructuring and full polishing.
Use paper-review when the user wants a standalone review report rather than a rewritten final draft.

---name: paper-refine-special-zhdescription: Perform high-intensity global polishing for Chinese academic writing in either Word-style plain text or Chinese LaTeX. Use when the user wants section-level or document-level rewriting with global logic checking, outline reconstruction, compression, sentence-level polishing, and a final reviewer-style pass, or when the user explicitly asks for a staged structure-to-logic-to-expression Chinese polish workflow with confirmation checkpoints.---# Paper Refine Special ZH## OverviewUse this skill for heavy Chinese academic rewriting when ordinary paragraph polish is insufficient. It supports both Word-ready Chinese prose and Chinese LaTeX while keeping the same global polishing workflow.## Workflow1. Determine the scope of the input: - Single paragraph - Multi-paragraph subsection - Full section - Full paper2. Determine the medium: - Word-style plain Chinese text - Chinese LaTeX with commands, formulas, or references3. Detect whether the user wants: - Direct heavy rewrite - Staged confirmation workflow with structure -> sentence logic -> expression4. Read `references/core-workflow.md` and follow the five-phase pipeline exactly.5. Read `references/global-logic-check.md` to evaluate paragraph roles, section progression, and whole-document consistency.6. If the content contains experiments, ablations, efficiency studies, or case analysis, also read `references/experiment-structure.md` and enforce that structure in the final text.7. Read `references/output-format.md` to choose the correct output format for the scope and medium.## Staged Workflow ModeIf the user explicitly asks for step-by-step confirmation, keep the rewrite interactive.1. Confirm macro structure first.2. Confirm sentence or paragraph logic before rewriting wording.3. Offer 2-4 Chinese expression options for a small batch when that helps the user choose tone or density.4. Assemble the rewritten passage only after logic is confirmed.5. If the user also names a target journal or asks for highlights, use `paper-journal-style` for journal-specific constraints.## Medium Rules- In Word mode, output pure Chinese text with full-width punctuation and no Markdown markers.- In Chinese LaTeX mode, preserve LaTeX commands, formulas, citations, and required escaping.- Do not accidentally flatten Chinese LaTeX into plain text.- In staged workflow mode, keep each checkpoint short and wait for user confirmation when the user requested that interaction pattern.## Boundary With Other Skills- Use `paper-refine` for light local polishing.- Use this skill for section-level or paper-level restructuring and full polishing.- Use `paper-review` when the user wants a standalone review report rather than a rewritten final draft.

Frequently asked questions