← Back to Skills Marketplace
211
Downloads
1
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install wechat-article-summarize
Description
Read one or more WeChat public account article links from mp.weixin.qq.com, extract cleaned full text and optional image links, summarize each article in Chi...
Usage Guidance
This skill appears coherent and does what it says: it fetches pages from mp.weixin.qq.com, cleans text, calls a local/external 'summarize' CLI to produce Chinese summaries, and writes markdown to a directory you choose. Before installing or running: 1) Confirm you trust the 'summarize' CLI referenced by the scripts (inspect that binary or package — it will receive your article text and any env vars you provide). 2) Do not pass an env-file containing unrelated secrets (AWS keys, tokens) — the skill will load any variables in the provided env-file into the subprocess environment. 3) Expect the skill to make outbound HTTP requests to the WeChat article URLs (it sets a browser-like User-Agent); it extracts image URLs but does not download image files by default. 4) Run the workflow in a directory you control and review the generated files before sharing. If you want extra assurance, run the scripts locally on a test article and inspect the called subprocess (summarize) behavior and environment variables it receives.
Capability Analysis
Type: OpenClaw Skill
Name: wechat-article-summarize
Version: 0.1.1
The skill bundle is designed to fetch, clean, and summarize WeChat articles into structured Markdown files. It uses standard Python libraries to extract metadata and content from mp.weixin.qq.com, handles WeChat-specific encoding issues in scripts/fix_wechat_body.py, and orchestrates a multi-step workflow via scripts/run_wechat_mindmap_workflow.py. While it utilizes subprocess.run to call a local 'summarize' utility and allows loading environment variables for API keys, these actions are well-aligned with its stated purpose and lack any indicators of malicious intent, data exfiltration, or unauthorized system access.
Capability Assessment
Purpose & Capability
The name/description match the included scripts: reading mp.weixin.qq.com pages, extracting body/title/images, cleaning text, invoking a 'summarize' CLI to produce Chinese summaries, and writing markdown. Required capabilities (HTTP fetch, file I/O, calling an external summarizer) are consistent with the stated purpose.
Instruction Scope
SKILL.md instructions and the orchestrator script (run_wechat_mindmap_workflow.py) limit actions to fetching specified WeChat URLs, repairing HTML, invoking the summarizer, normalizing text, and writing files to a user-chosen directory. The code does not read unrelated system paths or attempt to exfiltrate data to hidden endpoints; it only extracts image URLs (but does not download them).
Install Mechanism
There is no install spec; the skill is instruction+script based and relies on local Python and an external 'summarize' CLI. No network download/install of arbitrary code is embedded in the skill files.
Credentials
The skill declares no required env vars. It supports passing an --env-file to load environment variables into the process (summarize_cn.py implements load_env_file). This is reasonable to supply an API key for the external summarizer, but users should avoid passing env files containing unrelated/privileged secrets because the workflow will import those values into child processes.
Persistence & Privilege
always is false and the skill does not attempt to modify other skills or system-wide agent settings. It writes output files only to user-specified or local working directories.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install wechat-article-summarize - After installation, invoke the skill by name or use
/wechat-article-summarize - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.1
优化公开展示内容:更新 SKILL.md 与 README,移除示例性文字,完善发布版本。
v0.1.0
初始版本:支持读取微信公众号文章、修复正文乱码、中文总结、生成单篇整理与多篇日报 markdown。
Metadata
Frequently Asked Questions
What is WeChat Article Summarize?
Read one or more WeChat public account article links from mp.weixin.qq.com, extract cleaned full text and optional image links, summarize each article in Chi... It is an AI Agent Skill for Claude Code / OpenClaw, with 211 downloads so far.
How do I install WeChat Article Summarize?
Run "/install wechat-article-summarize" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is WeChat Article Summarize free?
Yes, WeChat Article Summarize is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does WeChat Article Summarize support?
WeChat Article Summarize is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created WeChat Article Summarize?
It is built and maintained by JuneLiu (@juneliu1999); the current version is v0.1.1.
More Skills