glmv-doc-based-writing

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Write a textual content based on given document(s) and requirements, using ZhiPu GLM-V multimodal model. Read and comprehend one or multiple documents (PDF/DOCX), write a content in Markdown format according to the specified requirements. Use when the user wants to draft a paper/article/essay/report/review/post/brief/proposal/plan, etc.

2installs

Sourcezai-org/glm-skills

Added on2026-04-02

NPX Install

npx skill4agent add zai-org/glm-skills glmv-doc-based-writing

SKILL.md Content

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GLM-V Document-Based Writing Skill

Comprehend the given document(s) and write a textual content (paper/article/essay/report/review/post/brief/proposal/plan) according to your requirements using the ZhiPu GLM-V multimodal model.

When to Use

Write a textual content according to specified requirements, AFTER reading provided document(s)
User mentions "基于文档的写作", "文章撰写", "文档解读", "新闻稿撰写", "简报撰写", "影评/书评撰写", "内容总结", "内容创作", "评论写作", "文档续写", "文档翻译", "方案策划", "发言稿撰写", "document-based writing", "article writing", "document reading", "press release writing", "brief writing", "film/book review writing", "content summarization", "content creation", "commentary writing", "document continuation", "document translation", "proposal planning ", "speech writing"

Supported Input Types

Type	Formats	Max Count	Source
Document (URL)	pdf, docx	50	URL
Document (Local)	pdf only	pages ≤ 50 total	Local path

Local PDF / 本地 PDF: Local PDF files are converted page-by-page into images (base64) before sending to the model.
PyMuPDF
is required (
pip install PyMuPDF
). URL files support full formats including pdf/docx/txt. 本地 PDF 会自动逐页转为图片（base64）传给模型，需要安装
PyMuPDF
（
pip install PyMuPDF
）。URL 文件支持 pdf/docx/txt 等全格式。

📋 Output Display Rules (MANDATORY)

After running the script, you must display the complete content (Markdown format) exactly as returned. Do not summarize, truncate, translate, comment, or only say "Writing Completed!".

Resource Links

Resource	Link
Get API Key	https://bigmodel.cn/usercenter/proj-mgmt/apikeys
API Docs	Chat Completions / 对话补全

Prerequisites

API Key Setup / API Key 配置（Required / 必需）

This script reads the key from the

ZHIPU_API_KEY

environment variable and shares it with other Zhipu skills. 脚本通过

ZHIPU_API_KEY

环境变量获取密钥，与其他智谱技能共用同一个 key。

Get Key / 获取 Key： Visit Zhipu Open Platform API Keys / 智谱开放平台 API Keys to create or copy your key.

Setup options / 配置方式（任选一种）：

OpenClaw config (recommended) / OpenClaw 配置（推荐）： Set in

openclaw.json

under

skills.entries.glmv-doc-based-writing.env

:

json

"glmv-doc-based-writing": { "enabled": true, "env": { "ZHIPU_API_KEY": "你的密钥" } }

Shell environment variable / Shell 环境变量： Add to
```
~/.zshrc
```
:
bash
```
export ZHIPU_API_KEY="你的密钥"
```

💡 If you already configured another Zhipu skill (for example
zhipu-tools
or
glmv-caption
), they share the same
ZHIPU_API_KEY
, so no extra setup is needed. 💡 如果你已为其他智谱 skill（如
zhipu-tools
、
glmv-caption
）配置过 key，它们共享同一个
ZHIPU_API_KEY
，无需重复配置。

How to Use

Basic Screening

bash

python scripts/doc_based_writing.py \
  --files "https://example.com/doucment1.pdf" "https://example.com/doucment2.docx" \
  --requirements "基于这篇论文撰写公众号文章，要求偏技术风格"

Save as Markdown

bash

python scripts/doc_based_writing.py \
  --files "https://example.com/doucment1.pdf" "https://example.com/doucment2.docx" \
  --requirements "总结文档主要内容和核心观点" \
  --output result.md

Save as JSON

bash

python scripts/doc_based_writing.py \
  --files "https://example.com/doucment1.pdf" "https://example.com/doucment2.docx" \
  --criteria "撰写新闻稿" \
  --output result.json --pretty

Custom System Prompt

bash

python scripts/doc_based_writing.py \
  --files "https://example.com/doucment1.pdf" \
  --criteria "为这本书撰写书评" \
  --system-prompt "你是一位拥有20年跨领域写作经验的资深写作专家，擅长撰写书评"

Output Example

The model outputs a Markdown content like this:

markdown

XXX

CLI Reference

python scripts/doc_based_writing.py --files FILE [FILE...] --requirements REQUIREMENTS [OPTIONS]

Parameter	Required	Description
`--files` , `-f`	✅	Document file URLs (pdf/docx, URL only, max 50)
`--requirements` , `-c`	✅	Writing requirements text
`--model` , `-m`	No	Model name (default: `glm-4.6v` )
`--system-prompt` , `-s`	No	Custom system prompt (default: professional HR assistant)
`--temperature` , `-t`	No	Sampling temperature 0-1 (default: 0.6)
`--max-tokens`	No	Max output tokens (default: 10000)
`--output` , `-o`	No	Save result to file ( `.md` for markdown, `.json` for JSON)
`--pretty`	No	Pretty-print JSON output

Error Handling

API key not configured: → Guide user to configure

ZHIPU_API_KEY

Authentication failed (401/403): → API key invalid/expired → reconfigure

Rate limit (429): → Quota exhausted → wait and retry

Local path provided: → Error: only URLs supported

Content filtered: →

warning

field present → content blocked by safety review

Timeout: → Documents too large or too many → reduce file count

glmv-doc-based-writing

NPX Install

Tags

SKILL.md Content

GLM-V Document-Based Writing Skill

When to Use

Supported Input Types

📋 Output Display Rules (MANDATORY)

Resource Links

Prerequisites

API Key Setup / API Key 配置（Required / 必需）

How to Use

Basic Screening

Save as Markdown

Save as JSON

Custom System Prompt

Output Example

CLI Reference

Error Handling