AI News Digest by YQG
by @yqghlx
AI industry news aggregator and structured report generator. Automatically collects, deduplicates, ranks, and categorizes the latest AI developments from mul...
clawhub install yqg-ai-news-digest📖 About This Skill
name: ai-news-digest description: "AI industry news aggregator and structured report generator. Automatically collects, deduplicates, ranks, and categorizes the latest AI developments from multiple sources into professional daily or weekly digests. Supports topic deep-dives, competitor tracking, trend analysis, bilingual output, and multi-format delivery (chat, file, Feishu doc). Zero dependencies — pure prompt-driven. Use when user asks for AI news, tech digest, industry update, competitor analysis, or weekly AI roundup."
AI News Digest | AI 科技新闻日报
> Zero-config AI news aggregation. No scripts, no APIs, no setup. > From raw search results → polished, insight-ready report in one conversation.
Why This Skill Wins
| Problem with other tools | How we solve it | |-------------------------|----------------| | Need RSS feeds, Python scripts, cron jobs | Pure prompt-driven, zero setup | | Dumps raw links at you | Structured categories with summaries | | No deduplication | Smart merge: same event from 5 sources → 1 entry | | No ranking | Significance-based prioritization (critical → minor) | | One-size output | 4 depth levels + custom topics | | English-only | Bilingual (Chinese + English) by default |
Activation Triggers
Workflow: Daily Digest (Default Mode)
Phase 1 — Discovery (8 parallel searches)
Use web_search with count: 8 for each. Run all searches before proceeding.
| # | Query | Purpose |
|---|-------|---------|
| 1 | "AI breaking news today {current_year}" | General breaking |
| 2 | "LLM model release launch {current_year}" | New model releases |
| 3 | "AI startup funding investment {current_year}" | Funding rounds |
| 4 | "人工智能 最新消息 今天" | Chinese-language news |
| 5 | "AI product launch announcement" | Product updates |
| 6 | "AI research breakthrough paper" | Academic/research |
| 7 | "OpenAI Google Anthropic Meta AI update" | Big tech moves |
| 8 | "AI regulation policy government" | Policy changes |
Focus mode — If user specified a topic, replace queries 5-8 with topic-specific searches:
| Topic | Replacement queries |
|-------|-------------------|
| AI Agents | "AI agent framework launch", "autonomous agent 2026", "AI agent startup", "MCP tool use agent" |
| AI Coding | "AI coding assistant update", "Copilot Cursor Windsurf Claude Code", "AI developer tool", "code generation model" |
| AI Video/Image | "AI video generation Sora Runway Kling", "AI image Midjourney DALL-E", "AI creative tool", "generative AI art" |
| AI Hardware | "AI chip GPU NVIDIA AMD", "AI inference hardware", "edge AI chip", "AI data center" |
| Robotics | "humanoid robot", "AI robotics startup", "autonomous vehicle AI", "embodied AI" |
Phase 2 — Extraction
For each result that looks relevant:
1. Use web_fetch with maxChars: 3000
2. Extract: headline, 2-3 sentence summary, source name, date, significance level
3. Skip if: paywalled with no content, clearly outdated (>7 days), duplicate of already-extracted article, product was already released before the report period (verify launch date before listing as "new release")
Date filtering rules (STRICT — NO EXCEPTIONS):
Source credibility tiers (prefer higher-tier when multiple sources cover same story):
Phase 3 — Deduplication & Ranking
Deduplication rules: 1. Same event, multiple sources → keep most detailed article, note other sources as "also reported by: ..." 2. Follow-up coverage of ongoing story → merge into one entry, update with latest development 3. Translation of same article (EN/CN) → keep in user's preferred language
Significance ranking: | Level | Criteria | Examples | |-------|----------|----------| | 🔴 Critical | Industry-changing event | New GPT release, major AI safety incident, billion-dollar deal, government ban | | 🟡 Notable | Significant but expected | Product update, $10M+ funding, benchmark record, partnership | | 🟢 Routine | Normal activity | Minor feature, opinion piece, routine update, rumor |
Phase 4 — Output
Depth levels (user can specify, default: standard):
| Level | Content | Best for | |-------|---------|----------| | Brief | Headlines + one-liners only | Quick glance, mobile reading | | Standard | Headlines + 2-3 sentence summaries + links | Default daily use | | Deep | Full summaries + context + analysis | Research, decision-making | | Executive | 3-5 bullet points only | Busy leaders, standup prep |
Standard depth output format:
# 🤖 AI 科技日报 | {YYYY-MM-DD 周X}
🔴 今日头条
{Headline}
{2-3 sentences: what happened, why it matters, what's next}
🔗 {Source} | 也被报道: {Other Source 1}, {Other Source 2}
📰 行业动态
| 事件 | 要点 | 来源 |
|------|------|------|
| {Title} | {One-line summary} | 🔗 |💰 投融资
{Company} — {金额} {轮次} (领投: {Investor}) → 用途: {use of funds}
🔗 {Source}🛠️ 技术突破
{What} — {Why it matters, technical detail}
🔗 {Source}📱 产品发布
{Product} ({Company}) — {Key feature or change}
🔗 {Source}📜 政策法规
{What changed} — {Who is affected}
🔗 {Source}
💡 趋势洞察: {1-2 sentences connecting today's stories to broader patterns}
📋 明日关注: {Upcoming events, expected announcements, developing stories}
Advanced Modes
Mode: Topic Deep-Dive
User: "深入分析 {topic}" / "deep dive into {topic}"
1. Run 10+ focused searches from different angles 2. Fetch top 15 articles 3. Output a research brief:
# 📊 {Topic} 深度分析 | {Date}背景概述
{What led to this topic becoming relevant — 3-4 sentences}最新进展
{Timeline of recent events, newest first}核心玩家
| 公司/团队 | 动作 | 策略方向 |
|-----------|------|----------|
| {Name} | {What they did} | {Where they're heading} |技术分析
{Deeper look at the technology, 1-2 paragraphs}市场影响
{How this affects the industry, investment landscape, etc.}未来展望
{What to expect in next 3-6 months}完整来源
1. {Title} — {Source}
2. ...
Mode: Competitor Radar
User: "分析 {Company} 的最新 AI 动态"
# 🔍 {Company} 竞品雷达 | {Date}近30天动态
| 日期 | 事件 | 类型 |
|------|------|------|
| {Date} | {What happened} | 产品/技术/人事/战略 |产品路线分析
{Where their product is heading based on recent moves}关键人才变动
{Notable hires or departures}研究/专利
{Recent papers, patents, or open-source releases}对我们的启示
{Actionable insights for the user's own strategy}
Mode: Weekly Roundup
User: "AI 周报" / "weekly AI roundup"
Daily format + these extra sections:
## 📈 本周趋势
1. {Trend 1}: {Evidence from multiple stories}
2. {Trend 2}: {Evidence}📊 数据亮点
融资总额: ${amount} across {n} rounds
新模型发布: {n} 个
重要产品: {highlights} 📅 下周看点
{Upcoming event 1}
{Expected announcement}
{Ongoing story to follow}
Quality Guarantee Checklist
Before delivering output, verify EVERY item:
Error Handling
| Situation | Action | |-----------|--------| | Search API fails for a query | Skip, continue with remaining searches | | Article fetch returns empty | Use search snippet, mark "[摘要来自搜索结果]" | | All searches fail | Return: "⚠️ 搜索服务暂时不可用，请稍后再试" | | No news in a category | Show "暂无相关动态" — never omit the section | | Source is paywalled | Use snippet, mark "[付费文章，仅摘要]" |
Delivery Options
| Target | How |
|--------|-----|
| Chat (default) | Markdown inline |
| Feishu doc | feishu_doc tool → create → write |
| File | Save to user-specified path |
| English | User says "in English" → all labels switch to English |