AWorld is an agent harness, meaning a framework that coordinates an AI agent’s tools, memory, context, and execution so expert knowledge can be turned into reusable skills and autonomous agents. It is for building domain-specific agent applications and workflows, with the catalogue entries representing skills, agents, and commands that operate within the AWorld ecosystem.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add inclusionAI/AWorld --skill x-scrapergit clone --depth 1 https://github.com/inclusionAI/AWorldWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/inclusionai/aworld/x-scraper)<a href="https://agentmods.dev/skills/inclusionai/aworld/x-scraper"><img src="https://agentmods.dev/badge/skills/inclusionai/aworld/x-scraper/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/inclusionai/aworld/x-scraper"><img src="https://agentmods.dev/badge/skills/inclusionai/aworld/x-scraper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00071 | $0.00872 |
| Opus 5 | $0.00036 | $0.00436 |
| Sonnet 5 | $0.00014 | $0.00174 |
| Haiku 4.5 | $0.00007 | $0.00087 |
Grade A, and why
x-scraper scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
X 抓取 (x-scraper)
概述
通过已连接 CDP 的浏览器（agent-browser）抓取 X (Twitter) 内容，包含两个脚本：
- scrape_x_user.sh — 抓取指定用户时间线，可选关键词过滤
- scrape_x_home.sh — 抓取当前登录用户的首页推荐流（For you / Following）
输出格式统一支持 Markdown / RSS / JSON。
工具路径
- 用户抓取：
./scrape_x_user.sh - 首页推荐：
./scrape_x_home.sh - 依赖：
agent-browser（CDP 已连接且已登录 X）、python3
1. 用户帖子抓取 (scrape_x_user.sh)
按用户名抓取最新帖子，可选关键词搜索过滤。
用法
././scrape_x_user.sh [-u <username>] [-k <keyword>] [-p <cdp_port>] [-n <max_scrolls>] [-o <output_file>] [-f <format>]
参数
| 参数 | 说明 | 默认 |
|---|---|---|
-u |
X 用户名（不带 @） | Alibaba_Qwen |
-k |
搜索关键词（可选，不指定则抓取用户全部最新帖子） | - |
-p |
CDP 端口 | 9222 |
-n |
最大滚动次数 | 10 |
-o |
输出文件路径 | stdout |
-f |
格式：md | rss | json |
md |
示例
././scrape_x_user.sh
././scrape_x_user.sh -k qwen3
././scrape_x_user.sh -u chenchengpro -k claw -f rss -o feed.xml
././scrape_x_user.sh -u chenchengpro -f json -n 20 -o data.json
2. 首页推荐流抓取 (scrape_x_home.sh)
抓取当前登录用户的 X 首页推荐内容，支持 For you / Following 两个 Tab 切换。
用法
././scrape_x_home.sh [-t <tab>] [-p <cdp_port>] [-n <max_scrolls>] [-o <output_file>] [-f <format>]
参数
| 参数 | 说明 | 默认 |
|---|---|---|
-t |
推荐 Tab：foryou | following |
foryou |
-p |
CDP 端口 | 9222 |
-n |
最大滚动次数 | 5 |
-o |
输出文件路径 | stdout |
-f |
格式：md | rss | json |
md |
输出字段
每条帖子包含：author（作者名 + handle）、time（ISO 时间戳）、text（正文）、link（帖子链接）、hasMedia（是否含图片/视频）、retweet（转推/置顶上下文）
示例
././scrape_x_home.sh # 抓取 For you 推荐流
././scrape_x_home.sh -t following -n 10 # 抓取 Following 时间线
././scrape_x_home.sh -f json -o feed.json # JSON 输出到文件
././scrape_x_home.sh -n 3 -f rss -o home.xml # 少量抓取，RSS 输出
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 89 lines · 71 tokens per session scan A c5b55139b898
x-scraper is a skill published in the GitHub repository inclusionAI/AWorld (1,229 stars, last pushed yesterday), licensed MIT. It adds 71 tokens to every session and 872 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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