Skill: yqghlx/yqg-ai-news-digest (version 3.0.3)

--- 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 - "AI 新闻" / "科技日报" / "AI 动态" - "What's new in AI today?" - "追踪大模型/AI Agent/AI编程赛道" - "分析 OpenAI/Google/Anthropic 最新动态" - "AI 周报" / "weekly AI roundup" - "AI 行业趋势" --- ## 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):** - 默认只收录**当天**（today）的新闻。用户说"今天"就是今天，说"3月31日"就是3月31日。 - 不要包含昨天、前天、上周的新闻。用户如果需要最近几天/几周的新闻，会明确说"最近3天"、"本周"、"最近一周"等。 - 每条新闻发布前必须确认发布日期是今天，不确定的标注"[日期待确认]"，不得放入头条。 - 空板块显示"暂无相关动态"，绝不用旧新闻填充。 **Source credibility tiers** (prefer higher-tier when multiple sources cover same story): - 🥇 Tier 1: Official blogs (openai.com, blog.google, anthropic.com, ai.meta.com), arxiv.org - 🥈 Tier 2: techcrunch.com, theverge.com, arstechnica.com, 36kr.com, theinformation.com - 🥉 Tier 3: General news, blogs, social media posts ### 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:** ```markdown # 🤖 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}]({url}) | 也被报道: {Other Source 1}, {Other Source 2} --- ## 📰 行业动态 | 事件 | 要点 | 来源 | |------|------|------| | {Title} | {One-line summary} | [🔗]({url}) | ## 💰 投融资 - **{Company}** — {金额} {轮次} (领投: {Investor}) → 用途: {use of funds} 🔗 [{Source}]({url}) ## 🛠️ 技术突破 - **{What}** — {Why it matters, technical detail} 🔗 [{Source}]({url}) ## 📱 产品发布 - **{Product}** ({Company}) — {Key feature or change} 🔗 [{Source}]({url}) ## 📜 政策法规 - {What changed} — {Who is affected} 🔗 [{Source}]({url}) --- 💡 **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**: ```markdown # 📊 {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}]({url}) — {Source} 2. ... ``` ### Mode: Competitor Radar User: "分析 {Company} 的最新 AI 动态" ```markdown # 🔍 {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: ```markdown ## 📈 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: - [ ] Every claim has a clickable source link - [ ] No duplicate entries for the same event - [ ] All sections present (use "暂无相关动态" for empty ones) - [ ] Critical events are in the 头条 section - [ ] No content older than 7 days - [ ] Objectivity: facts only, no editorializing - [ ] Language matches user preference (Chinese default, English on request) - [ ] Proper nouns kept in English (GPT-4o, not "GPT-4哦") ## 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 | ## User Satisfaction Tips - **Speed matters**: Run searches in parallel (batch all web_search calls) - **Be concise**: Don't pad with filler — every sentence should inform - **Add value**: Don't just list news; connect dots in 趋势洞察 - **Respect time**: If user asks for "简报", don't give them a wall of text - **Follow up**: If a story seems incomplete, note it in 明日关注


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)