Agent skill

AI News Collector

by CraftOS-dev in CraftOS-dev/CraftBot

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。输出中文摘要列表,按热度排序,附带原文链接。

MITAuto-check passedWriting & Content

Install AI News Collector

skills CLI
$ npx skills add CraftOS-dev/CraftBot --skill ai-news-collector -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CraftOS-dev/CraftBot ai-news-collector --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CraftOS-dev/CraftBot.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ai-news-collectors .claude/skills/ai-news-collector && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ai-news-collector
GitHub stars
392
Used in
1 other repo
Token cost
~751 tokens
SKILL.md length
173 words
Files
3 (incl. references)
Skills in repo
89
Repo updated
First seen
Licence
MIT

At a glance

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。输出中文摘要列表,按热度排序,附带原文链接。

  • Works in 6 steps: 多维度分层搜索(最少 8 次,建议 10-12 次) → 交叉验证与补漏 → 搜索关键词设计原则(反模式清单) → …
  • Writing & Content work in your project
  • SKILL.md covers 核心原则, 工作流程, 推荐新闻源 and 注意事项
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

AI News Collector is an agent skill from CraftOS-dev/CraftBot. 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。输出中文摘要列表,按热度排序,附带原文链接。

Its SKILL.md is about 750 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `_meta.json` and `references/sources.md`).

It sits in Writing & Content. The repository describes itself as: One agent. Every kind of work. The licence is MIT.

When your agent uses it

  • Writing & Content work in your project

Example prompts

  • “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-news-collector”

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. 多维度分层搜索(最少 8 次,建议 10-12 次)
  2. 交叉验证与补漏
  3. 搜索关键词设计原则(反模式清单)
  4. 热度综合判断
  5. 输出格式
  6. 去重与合并

What it can do on your machine

Read from SKILL.md and the folder at commit b50970c. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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

AI News Collector loads about 751 tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 48 tokens; SKILL.md has 173 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~751
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2k

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

Auto-check passed

The automated check found no risky patterns in SKILL.md.

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); files beside SKILL.md are not scanned.

SKILL.md

The full file from CraftOS-dev/CraftBot at commit b50970c, republished under its MIT licence (© CraftOS-dev). 173 words, ~751 tokens.

Download SKILL.mdSave it as .claude/skills/ai-news-collector/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
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。输出中文摘要列表,按热度排序,附带原文链接。

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

详见 references/sources.md。

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

© CraftOS-dev, 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 2 other files (references) in skills/ai-news-collectors of CraftOS-dev/CraftBot.

  • SKILL.md
  • _meta.json
  • references/sources.md

Open the folder on GitHubat commit b50970c

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 CraftOS-dev/CraftBot, which our catalogue first saw on October 7, 2026.

Compare with similar skills

AI News Collector next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Questions about AI News Collector

What does AI News Collector do?

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。输出中文摘要列表,按热度排序,附带原文链接。. AI News Collector is an agent skill from CraftOS-dev/CraftBot.

When should I use AI News Collector?

AI News Collector fits situations like: writing & Content work in your project.

How do I install AI News Collector in Claude Code?

Run `npx skills add CraftOS-dev/CraftBot --skill ai-news-collector -a claude-code`. Or copy the skill folder (skills/ai-news-collectors in CraftOS-dev/CraftBot) into .claude/skills/ai-news-collector in your project. Claude Code loads it when a task matches its description.

How do I install AI News Collector in Codex?

Run `npx skills add CraftOS-dev/CraftBot --skill ai-news-collector -a codex`. Or copy the skill folder (skills/ai-news-collectors in CraftOS-dev/CraftBot) into .agents/skills/ai-news-collector in your project. Codex loads it when a task matches its description.

Can I use AI News Collector in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CraftOS-dev/CraftBot --skill ai-news-collector -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ai-news-collector, .gemini/skills/ai-news-collector, .github/skills/ai-news-collector and .opencode/skills/ai-news-collector in your project.

What does AI News Collector need to run?

SKILL.md names no scripts, command-line tools or credentials: AI News Collector is instructions for the agent only.

Does AI News Collector access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is AI News Collector safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does AI News Collector use?

AI News Collector is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does AI News Collector use?

About 751 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.3k tokens, read only when the agent opens those files.

What are the alternatives to AI News Collector?

Skills that share tags, products or a category with AI News Collector: Social (coreyhaines31/marketingskills, 54k stars), Humanizer (Azure-Samples/interview-coach-agent-framework, 173 stars), Avoid AI Writing (conorbronsdon/avoid-ai-writing, 4.9k stars) and JavaScript Concept Fact Checker (leonardomso/33-js-concepts, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains AI News Collector?

CraftOS-dev (a GitHub user) maintains it in CraftOS-dev/CraftBot, which has 392 GitHub stars. The repository holds 89 skills in this directory. The repository was last updated on October 9, 2026.

Source: CraftOS-dev/CraftBot on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.