Content Extract

What it does

When your agent uses it

• The user wants to extract/summarize/convert a webpage to markdown (especially WeChat mp.weixin.qq.com) and webfetch/browser is blocked
• Tasks that involve Messaging and chat bots
• Tasks that involve Web clipping and read-later

Example prompts

• “extract/summarize/convert a webpage to markdown”
• “/content-extract”

Requirements

• Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 331ecd3. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  Ships 1 file 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

  Links to these hosts (documentation or services it may open):

  • mineru.net
  • opendatalab.github.io

  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

Content Extract loads about 650 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 102 tokens; SKILL.md has 132 words of instructions outside code blocks.

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

~102

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

~650

With references · SKILL.md plus every file in references/, read only if the agent opens them

~1.1k

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

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 aAAaqwq/AGI-Super-Team at commit 331ecd3, republished under its MIT licence (© aAAaqwq). 132 words, ~650 tokens.

name

content-extract

description

Robust URL-to-Markdown extraction for OpenClaw workflows. Use when the user wants to "extract/summarize/convert a webpage to markdown" (especially WeChat mp.weixin.qq.com) and web_fetch/browser is blocked or messy. Uses a cheap probe via web_fetch first, then falls back to the official MinerU API (via the local mineru-extract skill) and returns a traceable result contract with source links.

author

Daniel Li

{
  "ok": true,
  "source_url": "...",
  "engine": "web_fetch" ,
  "markdown": "...",
  "artifacts": {
    "out_dir": "...",
    "markdown_path": "...",
    "zip_path": "..."
  },
  "sources": [
    "原文URL",
    "（如使用MinerU）MinerU full_zip_url",
    "（如使用MinerU）本地markdown_path"
  ],
  "notes": ["任何重要限制/失败原因/下一步建议"]
}

python3 mineru-extract/scripts/mineru_parse_documents.py \
  --file-sources "<URL>" \
  --model-version MinerU-HTML \
  --emit-markdown --max-chars 20000

© aAAaqwq, MIT. 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 3 other files (scripts, references) in skills/content-extract of aAAaqwq/AGI-Super-Team.

• SKILL.md
• references/domain-whitelist.md
• references/heuristics.md
• scripts/content_extract.py

Open the folder on GitHubat commit 331ecd3

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in aAAaqwq/AGI-Super-Team, which our catalogue first saw on October 7, 2026.

• NeverSight/learn-skills.devdata/skills-md/aaaaqwq/claude-code-skills/content-extract