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 aAAaqwq/AGI-Super-Team --skill article-material-collectgit clone --depth 1 https://github.com/aAAaqwq/AGI-Super-TeamWrote 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/aaaaqwq/agi-super-team/article-material-collect)<a href="https://agentmods.dev/skills/aaaaqwq/agi-super-team/article-material-collect"><img src="https://agentmods.dev/badge/skills/aaaaqwq/agi-super-team/article-material-collect/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/aaaaqwq/agi-super-team/article-material-collect"><img src="https://agentmods.dev/badge/skills/aaaaqwq/agi-super-team/article-material-collect.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 | $0.00000 | $0.03527 |
| Opus 5 | $0.00000 | $0.01764 |
| Sonnet 5 | $0.00000 | $0.00705 |
| Haiku 4.5 | $0.00000 | $0.00353 |
Grade A, and why
article-material-collect 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 5d 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.
How it starts
The opening of the file, as written. The whole thing — 296 lines — stays where its author put it; the contents beside it link to each section on GitHub.
文章素材收集 v2.1
MediaClaw 素材收集编排 Skill — OpenClaw Browser + Playwright 双模式
v1.0 → v2.1 修复历程
| 版本 | 修复内容 |
|---|---|
| v1.0 | 问题版：Playwright 优先 → 截图搜索页 |
| v2.0 | 修复：OpenClaw Browser 强制优先 → 截图实际文章页 |
| v2.1 | 当前版：强化质量门槛、平台登录要求、修复 Reddit/X 截无效图问题 |
定位
上层编排 Skill，通过 Brave Search 发现 → 智能选择浏览器截图 完成结构化素材采集。
智能选择原则：公开页面用 Playwright（更快更稳），需要登录的页面用 OpenClaw Browser。
默认配置
| 配置项 | 默认值 | 说明 |
|---|---|---|
| 公开页面浏览器 | Playwright headless | Reddit、DEV、GitHub、Medium |
| 需登录页面浏览器 | OpenClaw Browser (openclaw profile) | X/Twitter、知乎（部分） |
| 截图质量门槛 | ≥50KB | （v2.1 从 20KB 提高到 50KB） |
| 信息源 | DEV, GitHub, Reddit, X, Medium, 知乎 | 可扩展 |
| 保存位置 | MediaClaw/output/articles/{date}/{topic}/素材/ |
调用方可覆盖 |
| 搜索工具 | Brave Search API | node ~/.openclaw/skills/brave-search/search.js |
平台登录要求（v2.1 新增）
| 平台 | 需要登录 | 推荐浏览器 | 素材价值 |
|---|---|---|---|
| DEV Community | ❌ 否 | Playwright | ⭐⭐⭐⭐⭐ 推荐替代 X/Reddit |
| GitHub | ❌ 否 | Playwright | ⭐⭐⭐⭐⭐ 代码/项目测评必备 |
| ❌ 否 | Playwright | ⭐⭐⭐⭐ 社区观点，需实际帖子 URL | |
| Medium | ❌ 否 | Playwright | ⭐⭐⭐⭐ 技术博客 |
| X/Twitter | ✅ 是 | OpenClaw Browser（需登录） | ⭐⭐⭐ 大V观点，未登录则跳过 |
| 知乎 | ✅ 部分 | OpenClaw Browser | ⭐⭐⭐ 中文内容，未登录则跳过 |
| ❌ 否 | Playwright | ⭐ 热度参考，不截图搜索结果 |
Workflow（v2.1）
Phase 1: 确认收集参数
必须明确以下3项才能开始采集：
1. 主题/关键词 → 用来搜索的query（可以是中英文多个）
2. 文章关联 → 对应哪篇文章（日期+slug），决定保存路径
3. 信息源 → 从哪些平台收集（建议：DEV + GitHub + Reddit + Medium，跳过 X/知乎除非已登录）
输出确认：
素材收集确认（v2.1）：
- 主题：{query}
- 关联文章：{date}/{slug}
- 保存位置：{output_dir}/素材/
- 信息源：{platforms}
- 浏览器策略：公开页面 → Playwright / 需登录 → OpenClaw Browser
Phase 2: 搜索发现（获取实际内容页 URL）
用 Brave Search API 发现实际内容页 URL（不是搜索结果页）：
node ~/.openclaw/skills/brave-search/search.js "Claude Code vs Codex comparison 2026" -n 10 --content
关键原则：从搜索结果中提取实际文章/帖子 URL，按以下优先级：
| 优先级 | 平台类型 | URL 特征 | 说明 |
|---|---|---|---|
| ⭐⭐⭐⭐⭐ | DEV Community 文章 | dev.to/{user}/{slug} |
公开内容，质量高，优先采集 |
| ⭐⭐⭐⭐⭐ | GitHub 项目页面 | github.com/{user}/{repo} |
工具/项目测评必备 |
| ⭐⭐⭐⭐ | Reddit 帖子 | reddit.com/r/{sub}/comments/{id}/ |
从搜索结果提取实际帖子 URL |
| ⭐⭐⭐⭐ | 技术博客（NxCode等） | 独立域名文章页 | 有数据、有观点、可截图 |
| ⭐⭐⭐ | Medium / 知乎 / CSDN | 文章页 URL | 中文内容，需文章页 URL |
| ⭐⭐ | X 大V 推文 | x.com/{user}/status/{id} |
需登录，未登录则跳过 |
| ⭐ | Google 搜索结果页 | google.com/search?q= |
仅作热度证明，不截文章 |
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.
- 5d ago First seen · 296 lines · 0 tokens per session scan A 3bb2eb931aac
article-material-collect is a skill published in the GitHub repository aAAaqwq/AGI-Super-Team (91 stars, last pushed today), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,527 tokens. 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 2026-09-05.
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