Agent skill

Skill News Intelligence

by ZJU-REAL in ZJU-REAL/Easel

聚合中文行业媒体、垂类资讯和平台商业动态,按创作者赛道过滤,生成结构化情报简报与可执行选题. An agent skill from ZJU-REAL/Easel.

Apache-2.0Auto-check passed

Install Skill News Intelligence

skills CLI
$ npx skills add ZJU-REAL/Easel --skill skill-news-intelligence -a claude-code

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

GitHub CLI
$ gh skill install ZJU-REAL/Easel skill-news-intelligence --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/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/skill-news-intelligence .claude/skills/skill-news-intelligence && 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
skill-news-intelligence
GitHub stars
3.4k
Token cost
~819 tokens
SKILL.md length
228 words
Files
5 (incl. scripts)
Skills in repo
114
Repo updated
First seen
Licence
Apache-2.0

At a glance

聚合中文行业媒体、垂类资讯和平台商业动态,按创作者赛道过滤,生成结构化情报简报与可执行选题. An agent skill from ZJU-REAL/Easel.

  • Works in 4 steps: 选择信息源 → 抓取数据 → 生成简报 → …
  • SKILL.md covers 与 skill-trending-topics 的分工, 输入, 输出 and 工作流, plus 5 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Skill News Intelligence is an agent skill from ZJU-REAL/Easel. 聚合中文行业媒体、垂类资讯和平台商业动态,按创作者赛道过滤,生成结构化情报简报与可执行选题。 当用户说“行业资讯/深度情报、最近行业动态、每日简报、选题情报、财经/科技/AI 动态”时使用。 本 SKILL 做日级深度资讯;分钟级实时热搜与快速二创选题用 skill-trending-topics。

Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including scripts (for example `EASEL-META.md`, `scripts/daily_briefing.py` and `scripts/fetch_news.py`).

The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.

Example prompts

  • “行业资讯/深度情报、最近行业动态、每日简报、选题情报、财经/科技/AI 动态”
  • “/skill-news-intelligence”

Requirements

  • Python 3

Workflow steps

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

  1. 选择信息源
  2. 抓取数据
  3. 生成简报
  4. 保存产物

What it can do on your machine

Read from SKILL.md and the folder at commit 278f420. 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 3 files 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

    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

Skill News Intelligence loads about 819 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 228 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~819

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); the scripts in this folder are not scanned.

SKILL.md

The full file from ZJU-REAL/Easel at commit 278f420, republished under its Apache-2.0 licence (© ZJU-REAL). 228 words, ~819 tokens.

Download SKILL.mdSave it as .claude/skills/skill-news-intelligence/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
skill-news-intelligence
description
聚合中文行业媒体、垂类资讯和平台商业动态,按创作者赛道过滤,生成结构化情报简报与可执行选题。 当用户说“行业资讯/深度情报、最近行业动态、每日简报、选题情报、财经/科技/AI 动态”时使用。 本 SKILL 做日级深度资讯;分钟级实时热搜与快速二创选题用 skill-trending-topics。
layer
discover

资讯情报聚合

从中文行业媒体与垂类资讯源抓取深度内容,按创作者赛道过滤, 生成结构化中文情报简报,并给出可操作的选题方向。

skill-trending-topicsskill-news-intelligence(本 SKILL)
抓什么微博/抖音/知乎/头条/B站实时热搜榜中文行业媒体的深度文章 / 快讯
时效分钟级,追热点日级,看行业趋势
用途蹭热点、快速二创选题深度选题、行业观察、内容储备
输出热搜排行 + 二创角度情报简报 + 选题方向

边界规则:本 SKILL 不抓热搜榜(那是 trending-topics 的职责)。 若用户要的是"今天有什么热搜/热点",路由到 skill-trending-topics。 本 SKILL 处理"行业里最近发生了什么、有什么值得深挖的选题"。

输入

用户 prompt 中提供以下信息(全部可选):

  • 赛道/领域:自媒体运营 / 科技数码 / 商业财经 / AI / 时事话题(有 Profile 时自动提取)
  • 关键词:如 "AI"、"融资"、"新消费"(用于过滤标题)
  • 深度:快速浏览 / 深度分析(深度模式下载正文,默认快速)
  • 数量:每源 5-15 条(默认 10)

输出

markdown
# 资讯情报简报
日期: {date} | 赛道: {track} | 信息源: {sources}

## 要闻速览
#### 1. [标题](url)
- **来源**: 源名(领域标签) | **时间**: 发布时间
- **摘要**: 一句话中文摘要
- **洞察**: 💡 背景 / 影响 / 与创作者的关系

## 选题方向
基于今日资讯,推荐 3-5 个可操作的选题:
1. {选题} — 切入角度 + 建议平台/形式

工作流

Step 1 — 选择信息源

按赛道选择源组合(源 key 见下表,或 --list-sources 查看):

赛道推荐源
自媒体/内容运营woshipm,huxiu,aihot
科技数码sspai,geekpark,infoq_cn,36kr
商业财经wallstreetcn,huxiu,tmtpost,36kr
AIaihot,infoq_cn
时事/话题素材thepaper,tencent,huxiu
Step 2 — 抓取数据
bash
python3 skills/openclaw/skill-news-intelligence/scripts/fetch_news.py --source rss --limit 20 --keyword AI --no-save

参数:--source 源 key(逗号分隔,all 抓全部);--limit 每源条数; --keyword 关键词过滤(子串匹配,支持中文);--deep 下载正文;--no-save 只输出 stdout。

Step 3 — 生成简报

读取 JSON,按「输出」格式生成中文简报。规则:

  1. 语言:全部简体中文,保留知名英文专有名词
  2. 反幻觉:只使用 JSON 中的数据,不编造资讯;时间缺失标"未知时间"
  3. 赛道过滤:有 Profile/赛道时,优先与赛道相关的条目
  4. 选题方向:末尾基于资讯给出 3-5 个可操作选题(切入角度 + 建议平台/形式)
  5. smart_fill 标记:标 smart_fill 的条目是关键词不足时的宽泛补充,注明"相关度较低"
Step 4 — 保存产物

简报保存到 outputs/资讯简报/news-briefing-{date}.md。

每日简报模式

一键生成预设赛道简报:

bash
python3 skills/openclaw/skill-news-intelligence/scripts/daily_briefing.py --profile 科技账号 --no-save
Profile用途包含源
creator创作者情报日报人人都是产品经理 + 虎嗅 + 36氪 + AIHOT
tech_digital科技数码日报少数派 + 极客公园 + 36氪 + 钛媒体 + InfoQ
business商业财经日报华尔街见闻 + 虎嗅 + 钛媒体 + 36氪
aiAI 资讯日报AIHOT + InfoQ
topics话题素材日报澎湃 + 腾讯新闻 + 虎嗅

可用信息源

Key名称领域
woshipm人人都是产品经理自媒体·运营·内容
huxiu虎嗅商业·科技·消费
tmtpost钛媒体科技·商业
geekpark极客公园科技·数码·消费
sspai少数派数码·效率·生活方式
infoq_cnInfoQ 中文技术·开发
aihotAIHOTAI 资讯(中文精选,日更)
36kr36氪创投·科技·商业快讯
wallstreetcn华尔街见闻财经·宏观
tencent腾讯新闻综合时事(二创素材)
thepaper澎湃新闻时事·社会(二创素材)

Profile 感知

  • 有 Profile:读取 identity.md 的赛道,自动选源与关键词;读取 platforms.md 匹配选题建议的平台形式
  • 无 Profile:用通用模式(--source all 或问用户关注的赛道)

源特殊处理

源注意事项
AIHOT已是中文编辑稿,直接引用不再翻译;默认拉 24h
澎湃经 feedx 中转,默认拉 48h
InfoQ / 少数派RSS 可能只给标题/摘要,深度分析配 --deep
36氪 / 华尔街见闻 / 腾讯专用抓取器(非通用 RSS)

任何源抓取失败都会返回空并跳过,不阻断整体简报(fail-open)。

依赖

  • Python 3.8+
  • requests、beautifulsoup4

© ZJU-REAL, Apache-2.0. 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 4 other files (scripts) in skills/openclaw/skill-news-intelligence of ZJU-REAL/Easel.

  • SKILL.md
  • EASEL-META.md
  • scripts/daily_briefing.py
  • scripts/fetch_news.py
  • scripts/rss_parser.py

Open the folder on GitHubat commit 278f420

Compare with similar skills

Skill News Intelligence 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.

Skill News Intelligence compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill News Intelligence this skillZJU-REAL/Easel3.4k—~819Automated safety check: PassApache-2.0
Competitor News MonitorNousResearch/hermes-agent252k—~1.2kAutomated safety check: PassMIT
Newsalsk1992/CloddsBot3k—~462Automated safety check: PassMIT
Lead Intelligenceaffaan-m/ECC276k—~1.5kAutomated safety check: PassMIT
Genomic IntelligenceK-Dense-AI/scientific-agent-skills48k1 repos~6.2kAutomated safety check: NotesMIT
Threat Intelligencesickn33/agentic-awesome-skills47k1 repos~1.1kAutomated safety check: PassMIT

Similar skills

  • Competitor News Monitor

    NousResearch/hermes-agent

    Watch named companies for material news; cited digests. An agent skill from NousResearch/hermes-agent.

    252k GitHub stars~1.2k tokensUpdated yesterday
    Auto-check passed
  • News

    alsk1992/CloddsBot

    Monitor news and correlate with prediction market movements. An agent skill from alsk1992/CloddsBot.

    3k GitHub stars~462 tokensUpdated 8 days ago
    Auto-check passed
  • Lead Intelligence

    affaan-m/ECC

    AI原生的潜在客户情报与外联管道。取代Apollo、Clay和ZoomInfo,提供基于代理的信号评分、相互排名、温暖路径发现、来源驱动的语音建模以及跨电子邮件、LinkedIn和X的渠道特定外联。当用户想要查找、筛选并联系高价值联系人时使用。

    276k GitHub stars~1.5k tokensUpdated yesterday
    Backend & APIsAuto-check passed
  • Genomic Intelligence

    K-Dense-AI/scientific-agent-skills

    Predicts regulatory features, gene structure, and expression directly from DNA sequence using Genomic Intelligence's hosted transformer DNA language models — no local GPU or model weights.

    48k GitHub starsUsed in 1 repo~6.2k tokens
    Research & ScienceAuto-check: notes
  • Threat Intelligence

    sickn33/agentic-awesome-skills

    Authorized OSINT and cyber threat intelligence: enriching IOCs, campaigns, impersonation, scams, and threat-actor profiles from public sources with defined boundaries.

    47k GitHub starsUsed in 1 repo~1.1k tokens
    SecurityAuto-check passed
  • Agent skill for collective-intelligence-coordinator - invoke with $agent-collective-intelligence-coordinator

    74k GitHub starsUsed in 2 repos~1k tokens
    Auto-check passed

More from ZJU-REAL/Easel

All 114 skills in this repo
  • Gzh Design

    ZJU-REAL/Easel

    微信公众号文章排版引擎:把 Markdown / Word(.docx) / PDF / 纯文本转成可直接粘贴进公众号编辑器的 HTML,自动章节编号、关键词标记、引言卡、目录、代码块、图片/GIF、作者签名;主题从 references/theme-index.md…

    3.4k GitHub stars~2.1k tokensUpdated today
    Auto-check passed
  • 微信公众号文章自动创作与发布工具。给定参考文章、文字或文档,自动搜索整理全网相关信息、生成图文并茂的公众号文章,并发布到微信公众号草稿箱。特别强调反 AI 检测写作。

    3.4k GitHub stars~1.8k tokensUpdated today
    Auto-check passed
  • Card Design

    ZJU-REAL/Easel

    社媒卡片视觉设计系统:提供配色、中文字体层级、满画幅布局、品类骨架和死空白/密度质检,避免模板化 PPT 与廉价 AI 感。

    3.4k GitHub stars~657 tokensUpdated today
    Auto-check passed
  • Ecom Details Image

    ZJU-REAL/Easel

    生成电商商品视觉方案:主图概念、场景图、详情页视觉方向和 AI 生图 Prompt. An agent skill from ZJU-REAL/Easel.

    3.4k GitHub stars~1.1k tokensUpdated today
    Auto-check: notes
  • Infographic

    ZJU-REAL/Easel

    将数据或文字内容转化为可视化信息图,支持静态(AntV)和动画 GIF 两种模式。当用户需要制作信息图、数据可视化、流程图、对比图、动画图表、GIF 图表、思维导图、SWOT 分析图时调用。本地渲染信息图/GIF 动画;要单张静态图片 URL 用 chart-visualization,要 CSV/JSON→整页报告用 data-report

    3.4k GitHub stars~643 tokensUpdated today
    Auto-check passed
  • Novel Writer

    ZJU-REAL/Easel

    长篇小说/网文连载创作:从世界观、人设和三级大纲写到逐章正文,并用文件化状态维护伏笔、前情和跨章一致性. An agent skill from ZJU-REAL/Easel.

    3.4k GitHub stars~1k tokensUpdated today
    Auto-check passed

Questions about Skill News Intelligence

What does Skill News Intelligence do?

聚合中文行业媒体、垂类资讯和平台商业动态,按创作者赛道过滤,生成结构化情报简报与可执行选题. An agent skill from ZJU-REAL/Easel. Skill News Intelligence is an agent skill from ZJU-REAL/Easel.

How do I install Skill News Intelligence in Claude Code?

Run `npx skills add ZJU-REAL/Easel --skill skill-news-intelligence -a claude-code`. Or copy the skill folder (skills/openclaw/skill-news-intelligence in ZJU-REAL/Easel) into .claude/skills/skill-news-intelligence in your project. Claude Code loads it when a task matches its description.

How do I install Skill News Intelligence in Codex?

Run `npx skills add ZJU-REAL/Easel --skill skill-news-intelligence -a codex`. Or copy the skill folder (skills/openclaw/skill-news-intelligence in ZJU-REAL/Easel) into .agents/skills/skill-news-intelligence in your project. Codex loads it when a task matches its description.

Can I use Skill News Intelligence 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 ZJU-REAL/Easel --skill skill-news-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-news-intelligence, .gemini/skills/skill-news-intelligence, .github/skills/skill-news-intelligence and .opencode/skills/skill-news-intelligence in your project.

What does Skill News Intelligence need to run?

Going by SKILL.md and its folder, Skill News Intelligence needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Skill News Intelligence 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 Skill News Intelligence 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Skill News Intelligence use?

Skill News Intelligence is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill News Intelligence use?

About 819 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill News Intelligence?

Skills that share tags, products or a category with Skill News Intelligence: Competitor News Monitor (NousResearch/hermes-agent, 252k stars), News (alsk1992/CloddsBot, 3k stars), Lead Intelligence (affaan-m/ECC, 276k stars) and Genomic Intelligence (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill News Intelligence?

ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,376 GitHub stars. The repository holds 114 skills in this directory. The repository was last updated on October 9, 2026.

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