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AI News Collector
by
ModestyRichards
· GitHub ↗
· v1.0.0
· MIT-0
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Install in OpenClaw
/install modesty-ai-news-collector
Description
AI 新闻聚合与热度排序工具。当用户询问 AI 领域最新动态时触发，如："今天有什么 AI 新闻？""总结一下这周的 AI 动态""最近有什么火的 AI 产品？""AI 圈最近在讨论什么？"。覆盖：新产品发布、研究论文、行业动态、融资新闻、开源项目更新、社区病毒传播现象、AI 工具/Agent 热门项目。输出中文...
README (SKILL.md)
📖 Complete setup guide: https://skillboss.co/skill.md
AI News Collector
收集、聚合并按热度排序 AI 领域新闻。
核心原则
不要只搜"AI news today"。 泛搜索返回的是 SEO 聚合页和趋势预测文章，会系统性遗漏社区级病毒传播现象（如开源工具爆火、Meme 级事件）。必须用多维度、分层搜索策略。
工作流程
1. 多维度分层搜索（最少 8 次，建议 10-12 次）
按以下 6 个维度 依次执行搜索，每个维度至少 1 次：
维度 A：周报/Newsletter 聚合（最优先 🔑）
这是信息密度最高的来源，一篇文章可覆盖 10+ 条新闻。
搜索词：
- "last week in AI" [当前月份年份]
- "AI weekly roundup" [当前月份年份]
- "the batch AI newsletter"
- site:substack.com AI news [当前月份]
发现周报后，用 web_fetch 获取全文，从中提取所有新闻线索。
维度 B：社区热度/病毒传播（关键维度 🔑）
捕捉自下而上的社区爆款，这类信息泛搜索几乎无法触达。
搜索词：
- "viral AI tool" OR "viral AI agent"
- "AI trending" site:reddit.com OR site:news.ycombinator.com
- "GitHub trending AI" OR "AI open source trending"
- AI buzzing OR "everyone is talking about" AI
- "most popular AI" this week
维度 C：产品发布与模型更新
搜索词：
- "AI model release" OR "LLM launch" [当前月份]
- "AI product launch" [当前月份年份]
- OpenAI OR Anthropic OR Google OR Meta AI announcement
- "大模型 发布" OR "AI 新产品"
维度 D：融资与商业
搜索词：
- "AI startup funding" [当前月份年份]
- "AI acquisition" OR "AI IPO"
- "AI 融资" OR "人工智能投资"
维度 E：研究突破
搜索词：
- "AI breakthrough" OR "AI paper" [当前月份]
- "state of the art" machine learning
- "AI 论文" OR "机器学习突破"
维度 F：监管与政策
搜索词：
- "AI regulation" OR "AI policy" [当前月份年份]
- "AI law" OR "AI governance"
- "AI 监管" OR "人工智能法案"
2. 交叉验证与补漏
初轮搜索完成后，检查是否有遗漏：
- 如果 Newsletter 中提到了某个项目/事件但初轮搜索未覆盖 → 对该项目专项搜索
- 如果同一事件被 3+ 个不同来源提及 → 大概率是热点，深入搜索获取更多细节
- 如果中文媒体和英文媒体的热点完全不同 → 两边都要覆盖
3. 搜索关键词设计原则（反模式清单）
| ❌ 不要这样搜 | ✅ 应该这样搜 | 原因 |
|---|---|---|
| "AI news today February 2026" | "AI weekly roundup February 2026" | 前者返回聚合页，后者返回策划内容 |
| "AI news today" | "viral AI tool" + "AI model release" 分开搜 | 泛搜无法覆盖社区现象 |
| "artificial intelligence breaking news" | 按维度分类搜索 | 过于宽泛，返回噪音 |
| 搜索词中加具体年月日 | 用 "this week" "today" "latest" | 日期反而会偏向预测/展望文章 |
| 只搜 3 次就开始写 | 至少 8 次，覆盖 6 个维度 | 3 次搜索覆盖率不到 30% |
4. 热度综合判断
基于以下信号评估每条新闻热度（1-5 星）：
| 信号 | 权重 | 说明 |
|---|---|---|
| 多家媒体报道同一事件 | ⭐⭐⭐ 高 | 3+ 来源 = 确认热点 |
| 社区病毒传播证据 | ⭐⭐⭐ 高 | GitHub star 暴涨、Twitter 刷屏、HN 首页 |
| 来自权威来源（顶会、大厂官宣） | ⭐⭐⭐ 高 | 但注意大厂 PR 不等于真热点 |
| 实际用户体验分享 | ⭐⭐ 中 | 有人真的在用 > 只是发布了 |
| 技术突破性/影响范围 | ⭐⭐ 中 | |
| 争议性（安全、伦理讨论） | ⭐⭐ 中 | 争议往往说明影响力大 |
| 时效性（越新越热） | ⭐ 中低 | 辅助排序 |
5. 输出格式
按热度降序排列，输出 15-25 条新闻：
## 🔥 AI 新闻速递（YYYY-MM-DD）
### ⭐⭐⭐⭐⭐ 热度最高
1. **[新闻标题]**
> 一句话摘要（不超过 50 字）
> 🔗 [来源名称](URL)
### ⭐⭐⭐⭐ 高热度
2. ...
### ⭐⭐⭐ 中等热度
...
---
📊 本次共收集 XX 条新闻 | 搜索 XX 次 | 覆盖维度：A/B/C/D/E/F | 更新时间：HH:MM
6. 去重与合并
- 同一事件被多家报道时，合并为一条，选择最权威/详细的来源
- 在摘要中注明"多家媒体报道"以体现热度
- 改名/更名的项目视为同一事件（如 Clawdbot → Moltbot → OpenClaw）
推荐新闻源
注意事项
- 优先使用 HTTPS 链接
- 遇到付费墙/无法访问的内容，标注"需订阅"
- 保持客观，不对新闻内容做主观评价
- 搜索不足 8 次不要开始输出
- 如果某个维度搜索结果为空，换关键词再搜一次
Usage Guidance
This skill is internally coherent, but review a few practical safety points before enabling: (1) The SKILL.md expects the agent to perform many web fetches — confirm your agent is allowed to access the web and that you’re comfortable with it making multiple outbound requests. (2) The README suggests cloning a GitHub repo for manual install; avoid running arbitrary install scripts from unknown repos unless you inspect them. (3) The skill links to an external "Complete setup guide" (skillboss.co) — verify that link before following setup steps. (4) Expect it to surface paywalled content and public social posts; be mindful of copyright and scraping policies of target sites. (5) If you have strict data-exfiltration or privacy constraints, ensure the agent’s web access is sandboxed or disable the skill. Otherwise the skill appears proportionate for a news-aggregation purpose.
Capability Analysis
Type: OpenClaw Skill
Name: modesty-ai-news-collector
Version: 1.0.0
The skill is a legitimate AI news aggregation and ranking tool. The instructions in SKILL.md and references/sources.md provide a detailed, multi-step search strategy across reputable sources (e.g., Substack, Reddit, arXiv, and major tech news outlets) to ensure high-quality information retrieval. There is no evidence of data exfiltration, malicious execution, or harmful prompt injection.
Capability Assessment
Purpose & Capability
Name/description match the actual instructions: the SKILL.md describes multi-dimensional web searches, source lists, deduplication and ranking — all appropriate for a news-collection skill. No unrelated credentials, binaries, or system paths are requested.
Instruction Scope
Runtime instructions restrict actions to web searches, fetching articles, cross-checking sources, deduplication and ranking. They do not instruct reading local files, requesting unrelated environment variables, or exfiltrating agent secrets. The only operational note is use of web_fetch/search-style operations, which is expected for a web-aggregation skill.
Install Mechanism
No install spec and no code files — instruction-only. README includes optional manual install/clone instructions pointing to a GitHub repo, but the skill itself does not require installation or run any downloaded code. No archive downloads or third-party install hosts are used by the skill at runtime.
Credentials
The skill requests no environment variables, credentials, or config paths. Suggested data sources are public news, newsletters, social platforms and GitHub — appropriate for the stated purpose.
Persistence & Privilege
always is false and model invocation is allowed (the platform default). The skill does not request persistent system-wide presence or attempt to modify other skills or system configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install modesty-ai-news-collector - After installation, invoke the skill by name or use
/modesty-ai-news-collector - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is AI News Collector?
AI 新闻聚合与热度排序工具。当用户询问 AI 领域最新动态时触发，如："今天有什么 AI 新闻？""总结一下这周的 AI 动态""最近有什么火的 AI 产品？""AI 圈最近在讨论什么？"。覆盖：新产品发布、研究论文、行业动态、融资新闻、开源项目更新、社区病毒传播现象、AI 工具/Agent 热门项目。输出中文... It is an AI Agent Skill for Claude Code / OpenClaw, with 91 downloads so far.
How do I install AI News Collector?
Run "/install modesty-ai-news-collector" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AI News Collector free?
Yes, AI News Collector is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does AI News Collector support?
AI News Collector is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AI News Collector?
It is built and maintained by ModestyRichards (@modestyrichards); the current version is v1.0.0.
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