Wechat Article Search

What it does

When your agent uses it

• Tasks that involve Messaging and chat bots

Example prompts

• “搜微信里的文章”
• “/wechat-article-search”

Requirements

• Python 3
• Pre-approved tools (allowed-tools): Bash, Read, Write, WebSearch, WebFetch

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

1. 1从用户请求提取关键词、数量和是否需要直达微信链接。数量未指定时用 10，最大 50；
2. 2先运行脚本。${CLAUDE_SKILL_DIR} 在 nxs 与 Claude Code 中都会展开为当前 Skill
3. 3读取 stdout JSON，按结果格式回答。不要把脚本的“0 条”扩写成“网上没有”；
4. 4只有用户明确要求 mp.weixin.qq.com 直达链接，或后续任务确实需要抓取正文时，才使用
5. 5用户要求保存时才传 --output，优先写入用户指定目录；未指定目录时先给结果，不要自行

What it can do on your machine

Read from SKILL.md and the folder at commit 67f54e7. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves these tools, so the agent can use them without asking each time:

  • Bash
  • Read
  • Write
  • WebSearch
  • WebFetch

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 2 files in scripts/ (Python), which the agent can run.

  Shell commands in SKILL.md call:

  • python3

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  Hosts in commands or code, which the agent is likely to contact:

  • weixin.sogou.com

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Wechat Article Search loads about 858 tokens when it runs. Until then it costs about 47 tokens; SKILL.md has 130 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~47

When it runs · the whole SKILL.md, loaded when a task matches

~858

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

• NotePre-approves every shell command (allowed-tools: Bash)SKILL.md

  allowed-tools: Bash, Read, Write, WebSearch, WebFetch

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from nexus-research-lab/nexus at commit 67f54e7, republished under its Apache-2.0 licence (© nexus-research-lab). 130 words, ~858 tokens.

name

wechat-article-search

description

搜索微信公众号文章，并整理标题、摘要、发布时间、来源公众号和链接。用户提到微信公众号、 公众号文章、微信文章、搜一批公众号资料、按关键词找公众号内容、查某公众号相关报道， 或需要为中文研究收集微信公众平台文章时使用；即使用户只说“搜微信里的文章”也应触发。 本 Skill 负责文章发现和结果整理，不用于批量抓取正文或长期监控。

allowed-tools

Bash, Read, Write, WebSearch, WebFetch

title

微信公众号文章搜索

version

1.0.0

category_key

research-analysis

category_name

研究与分析

tags

wechat, official-account, article-search, chinese-research

recommendation

适合按关键词发现微信公众号文章，并快速整理来源、时间与可访问链接。

python3 --version
python3 -c "import requests, bs4"

python3 -m pip install -r "${CLAUDE_SKILL_DIR}/requirements.txt"

python3 "${CLAUDE_SKILL_DIR}/scripts/search.py" "关键词" --num 10

python3 "${CLAUDE_SKILL_DIR}/scripts/search.py" "关键词" --num 5 --resolve-url

python3 "${CLAUDE_SKILL_DIR}/scripts/search.py" "关键词" --num 20 --output "research/wechat-results.json"

python3 "${CLAUDE_SKILL_DIR}/scripts/search.py" "关键词" --num 20 --sort latest

site:mp.weixin.qq.com/s "关键词"

{
  "query": "AI Agent",
  "sort": "relevance",
  "total": 1,
  "fetched_at": "2026-07-28T08:00:00.000Z",
  "articles": [
    {
      "title": "文章标题",
      "url": "https://weixin.sogou.com/link?...",
      "summary": "搜索结果摘要",
      "datetime": "2026-07-27 10:30:00",
      "date_text": "2026年07月27日",
      "date_description": "2026年07月27日",
      "source": "公众号名称"
    }
  ]
}

标题 — 公众号 · 发布时间
摘要
链接

© nexus-research-lab, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 6 other files (scripts) in skills/wechat-article-search of nexus-research-lab/nexus.

• SKILL.md
• meta.json
• requirements.txt
• scripts/__init__.py
• scripts/search.py
• tests/fixtures/search-results.html
• tests/test_search.py

Open the folder on GitHubat commit 67f54e7