skill-news-intelligence

skill-news-intelligence is a skill for Claude Code, Codex from ZJU-REAL/Easel. It costs 104 tokens per session (1,729 once invoked), scanned A, original, Apache-2.0.

A daily industry-news research workflow that gathers in-depth articles and updates from Chinese technology, business, creator, and AI publications. It filters the results by a creator’s field and turns them into a brief with possible content topics.

In plain words
What is it for?
It helps track industry developments, prepare daily briefings, find stories worth investigating, and develop content ideas from recent news.
Why use it?
It reduces the time spent searching many industry sources and separates deeper news from minute-by-minute trending lists. It also connects each item to why it may matter to a creator.

Skill for Claude CodeCodex

Which agent this was written for is unclear — built for openclaw. Also seen: built for openclaw.

Good fit It helps track industry developments, prepare daily briefings, find stories worth investigating, and develop content ideas from recent news.

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Install with agentmods
npx agentmods add skills/zju-real/easel/skill-news-intelligence
Install

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.

Any agent
npx skills add ZJU-REAL/Easel --skill skill-news-intelligence
Clone the repo
git clone --depth 1 https://github.com/ZJU-REAL/Easel

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for skill-news-intelligence

README.md
[![agentmods](https://agentmods.dev/badge/skills/zju-real/easel/skill-news-intelligence/github.svg)](https://agentmods.dev/skills/zju-real/easel/skill-news-intelligence)
Your own site
<a href="https://agentmods.dev/skills/zju-real/easel/skill-news-intelligence"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-news-intelligence/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.

agentmods 80×15 button for skill-news-intelligence

Your own site · 80×15
<a href="https://agentmods.dev/skills/zju-real/easel/skill-news-intelligence"><img src="https://agentmods.dev/badge/skills/zju-real/easel/skill-news-intelligence.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 104 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,729 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00104 $0.01729
Opus 5 $0.00052 $0.00864
Sonnet 5 $0.00021 $0.00346
Haiku 4.5 $0.00010 $0.00173

Measured 8d ago against content hash b013d89ecd3a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

skill-news-intelligence 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 8d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/daily_briefing.py, scripts/fetch_news.py, scripts/rss_parser.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

skills/openclaw/skill-news-intelligence/SKILL.md · 143 lines

How it starts

The opening of the file, as written. The whole thing — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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-topics skill-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

# 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
AI aihot,infoq_cn
时事/话题素材 thepaper,tencent,huxiu

Step 2 — 抓取数据

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:

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
ai AI 资讯日报 AIHOT + InfoQ
topics 话题素材日报 澎湃 + 腾讯新闻 + 虎嗅

Read the full file on GitHub · 143 lines

Files

What ships with it

4 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.

Changes

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.

  1. 8d ago First seen · 143 lines · 104 tokens per session scan A b013d89ecd3a

Subscribe to this mod's changes

skill-news-intelligence is a skill published in the GitHub repository ZJU-REAL/Easel (841 stars, last pushed yesterday), licensed Apache-2.0. It adds 104 tokens to every session and 1,729 once invoked, about $0.0005 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 2026-09-03.