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📰 Industry Daily Brief

Turn any industry into a daily intelligence briefing — automated search, filtering, writing, and multi-channel delivery.

中文文档 / Chinese docs →

License: MIT Version Platform GitHub Sponsors Bilingual

🤔 The Problem

You want a daily industry briefing — curated, structured, sourced, delivered to your team every morning. But building one means:

  • Hours of manual searching across dozens of sources every day
  • No reliable filtering — noise drowns out real signals
  • Copy-paste hell — reformatting for Slack, email, WeChat, Teams...
  • No consistency — some days you skip it, the habit breaks

What if an AI agent could do all of this in 3 minutes?

💡 The Solution

This is a ready-to-use Skill for CodeBuddy / WorkBuddy that turns your AI assistant into a professional industry intelligence analyst. Just say:

"Generate today's industry daily brief"

The AI will automatically:

  1. 🔍 Search the web using a 3-phase strategy (targeted → expanded → source-traced)
  2. 🎯 Filter ruthlessly — only first-hand sources, no noise, no clickbait
  3. 📝 Write a structured briefing with sources, summaries, and impact analysis
  4. 📤 Deliver to 9 channels — Slack, Teams, email, WeChat, DingTalk, and more

🏭 Works for Any Industry

The default configuration covers Data + AI infrastructure (data platforms, lakehouse, streaming, governance, etc.) — but you can customize it for any domain:

Your Industry Just Change focus_areas + SKILL.md Prompt
FinTech / Banking Payments, digital banking, RegTech, DeFi
HealthTech / BioAI Clinical AI, drug discovery, EHR, FDA approvals
Cybersecurity Threat intel, zero-trust, CVEs, vendor updates
DevTools / Platform Eng CI/CD, observability, IaC, developer experience
E-commerce / Retail Tech Personalization, logistics tech, marketplace
Your niche here Any industry with public news sources

👉 See Customization for a step-by-step guide.

✨ Features

  • 🔍 3-phase search strategy — targeted vendor search → expanded discovery → mandatory source tracing
  • 🎯 Strict signal-to-noise filtering — first-hand sources only, no rewrites or clickbait
  • 📝 Structured output — Top Signals, Product & Tech, Views & Research, Capital & Corporate, Watchlist
  • 🎯 Quality over quantity — sections left empty rather than filled with low-relevance content ("less is more" principle)
  • 🌐 9 delivery channels — WeChat Work · DingTalk · Feishu · Slack · Discord · Telegram · Teams · Email · GitHub Pages
  • 🎨 Beautiful HTML reports — card-based layout with clickable source links (links only in HTML, summaries stay clean text)
  • 📊 Smart 3-layer summary extraction — title + top changes + section headlines + per-item sentence summaries, strictly within 4096-byte WeChat limit
  • 🔒 Duplicate push prevention — lock-file mechanism prevents re-sending the same day's brief
  • 📅 Monday weekend catch-up — 72-hour window on Mondays covers Friday–Sunday, with expanded item limits
  • ⚙️ Fully customizable — industry focus, vendor lists, output language, delivery channels
  • 🌍 Bilingual — works in Chinese or English (or any language you configure)

📦 Project Structure

data-ai-daily-brief-skill/
├── SKILL.md                    # Skill definition (core instructions)
├── README.md                   # This file (English)
├── README_zh.md                # 中文文档
├── LICENSE                     # MIT License
├── CONTRIBUTING.md             # Contribution guide
├── scripts/
│   ├── init_config.py          # Initialize default config
│   ├── send_wecom.py           # 🇨🇳 WeChat Work (3-layer summary + lock)
│   ├── send_dingtalk.py        # 🇨🇳 DingTalk
│   ├── send_feishu.py          # 🇨🇳 Feishu / Lark
│   ├── send_slack.py           # 🌍 Slack
│   ├── send_discord.py         # 🌍 Discord
│   ├── send_telegram.py        # 🌍 Telegram
│   ├── send_teams.py           # 🌍 Microsoft Teams
│   ├── send_email.py           # 📧 Email (SMTP)
│   └── deploy_github.py        # 🌐 GitHub Pages
├── .github/
│   └── FUNDING.yml             # GitHub Sponsors config
└── assets/
    └── report-template.html    # HTML report template

🚀 Quick Start

Option 1: As a CodeBuddy / WorkBuddy Skill

  1. Copy the Skill into your project:

    cp -r data-ai-daily-brief-skill .codebuddy/skills/data-ai-daily-brief

  2. Talk to your AI:

    • "Generate today's Data+AI daily brief"
    • "Create a daily report for 2026-03-10"
    • The Skill triggers automatically and runs the full pipeline.

  3. Configure delivery (optional):

    python .codebuddy/skills/data-ai-daily-brief/scripts/init_config.py

    Edit the generated daily-brief-config.json to add your webhook URLs.

Option 2: Import the Skill

  1. Open CodeBuddy / WorkBuddy Settings
  2. Navigate to Skills management
  3. Click "Import Skill"
  4. Select this folder

Option 3: Use Scripts Standalone

# Initialize config
python scripts/init_config.py

# === China channels ===
python scripts/send_wecom.py 2026-03-11          # WeChat Work
python scripts/send_wecom.py 2026-03-11 --force   # Force re-send
python scripts/send_dingtalk.py 2026-03-11       # DingTalk
python scripts/send_feishu.py 2026-03-11         # Feishu
python scripts/send_feishu.py --card --link-url https://...  # Feishu interactive card

# === Global channels ===
python scripts/send_slack.py 2026-03-11          # Slack
python scripts/send_discord.py 2026-03-11        # Discord
python scripts/send_telegram.py 2026-03-11       # Telegram
python scripts/send_teams.py 2026-03-11          # Microsoft Teams

# === Universal ===
python scripts/send_email.py 2026-03-11          # Email
python scripts/deploy_github.py 2026-03-11       # GitHub Pages

⚙️ Configuration

daily-brief-config.json

{
  "version": "2.0",
  "adapters": {
    "wechatwork": { "enabled": true, "webhook_url": "YOUR_WEBHOOK_URL" },
    "dingtalk":   { "enabled": true, "webhook_url": "YOUR_URL", "secret": "optional" },
    "feishu":     { "enabled": true, "webhook_url": "YOUR_URL", "secret": "optional" },
    "slack":      { "enabled": true, "webhook_url": "YOUR_URL" },
    "discord":    { "enabled": true, "webhook_url": "YOUR_URL" },
    "telegram":   { "enabled": true, "bot_token": "YOUR_TOKEN", "chat_id": "YOUR_ID" },
    "teams":      { "enabled": true, "webhook_url": "YOUR_URL" },
    "email":      { "enabled": true, "smtp_host": "smtp.example.com", "smtp_user": "..." },
    "github":     { "enabled": true, "github_user": "your_username", "github_repo": "daily-brief" }
  },
  "customization": {
    "language": "zh-CN",
    "max_items": 12,
    "max_items_monday": 18,
    "monday_window_hours": 72,
    "focus_areas": ["Big Data", "Data Platform", "Data Governance", "..."]
  }
}

Environment Variables

🇨🇳 China Channels

Variable Purpose Required
WECOM_WEBHOOK_URL WeChat Work webhook When using WeChat
DINGTALK_WEBHOOK_URL DingTalk webhook When using DingTalk
DINGTALK_SECRET DingTalk signing secret When signing enabled
FEISHU_WEBHOOK_URL Feishu webhook When using Feishu
FEISHU_SECRET Feishu signing secret When signing enabled

🌍 Global Channels

Variable Purpose Required
SLACK_WEBHOOK_URL Slack Incoming Webhook When using Slack
DISCORD_WEBHOOK_URL Discord Webhook When using Discord
TELEGRAM_BOT_TOKEN Telegram Bot Token When using Telegram
TELEGRAM_CHAT_ID Telegram Chat/Channel ID When using Telegram
TEAMS_WEBHOOK_URL Teams Incoming Webhook When using Teams

📧 Universal

Variable Purpose Required
SMTP_HOST SMTP server address When using email
SMTP_USER SMTP username When using email
SMTP_PASSWORD SMTP password When using email
EMAIL_TO Recipients (comma-separated) When using email
GITHUB_TOKEN GitHub Personal Access Token When using GitHub
GITHUB_USER GitHub username When using GitHub

🔌 Channel Setup Guides

🇨🇳 DingTalk
  1. Create Bot: Target group → Settings → Smart Assistant → Add Robot → Custom
  2. Security (choose one):
    • ✅ Custom keywords (recommended): Set keywords like daily, report
    • 🔐 Signing: Copy Secret → set DINGTALK_SECRET
    • 🌐 IP whitelist: Add your server IP
  3. Copy Webhook URL → set DINGTALK_WEBHOOK_URL
🇨🇳 Feishu / Lark
  1. Create Bot: Target group → Settings → Bots → Add Bot → Custom Bot
  2. Security (optional): Enable signing → set FEISHU_SECRET
  3. Copy Webhook URL → set FEISHU_WEBHOOK_URL
  4. Interactive card mode: python scripts/send_feishu.py --card --link-url https://...
  5. ⚠️ Rate limit: 5/min, 100/hour
🌍 Slack
  1. Visit https://api.slack.com/apps → Create New App
  2. Features → Incoming Webhooks → Enable
  3. "Add New Webhook to Workspace" → select channel
  4. Copy Webhook URL → set SLACK_WEBHOOK_URL
🌍 Discord
  1. Channel → Edit Channel (⚙️) → Integrations → Webhooks → New Webhook
  2. Customize name and avatar
  3. Copy Webhook URL → set DISCORD_WEBHOOK_URL
  4. ⚠️ Embed description limit: 4096 chars, 5 requests/sec
🌍 Telegram
  1. Search @BotFather → /newbot → get Bot Token
  2. Get Chat ID: Add @userinfobot to group, or use @channel_username
  3. Set TELEGRAM_BOT_TOKEN and TELEGRAM_CHAT_ID
  4. ⚠️ 30 msg/sec, 20 msg/min in groups
🌍 Microsoft Teams
  1. Channel → ··· → Workflows → "Post to a channel when a webhook request is received"
  2. Copy Webhook URL → set TEAMS_WEBHOOK_URL
  3. Legacy mode: python scripts/send_teams.py --legacy
  4. ⚠️ Adaptive Card ~28KB, ~4 req/sec

🎨 Customization

Switch to Your Industry

The default covers Data+AI, but adapting is simple — just two changes:

1. Edit daily-brief-config.json — change focus_areas:

{
  "customization": {
    "focus_areas": ["FinTech", "Digital Banking", "Payment Infrastructure", "RegTech"]
  }
}

2. Edit SKILL.md — update the prompt instructions:

  • Change the industry scope and vendor watchlist
  • Adjust source requirements for your domain
  • Modify output sections (e.g., add "Regulatory Updates" for FinTech)
  • Set your preferred output language

Example: FinTech daily brief

Replace "数据平台" → "金融科技"
Replace vendor list → Stripe, Plaid, Adyen, Ant Group, etc.
Replace open source list → Hyperledger, OpenBanking APIs, etc.

Customize the HTML Template

Edit assets/report-template.html to change colors, layout, and branding.

📋 Default Coverage (Data+AI)

The built-in configuration covers:

  • Domains: Big Data · Data Platforms · Data Infrastructure · Data Governance · Data Engineering · Lakehouse · Query Engines · Stream/Batch Processing · Vector Search · Open Source Data Ecosystem
  • Tier 1 Vendors: AWS · Google Cloud · Azure · Databricks · Snowflake · Alibaba Cloud · Tencent Cloud · Huawei Cloud · Volcengine
  • Open Source: Iceberg · Hudi · Paimon · Delta Lake · Trino · Spark · Flink · Kafka · DuckDB · StarRocks · Doris · SeaTunnel · Amoro
  • Analysts: Gartner · Forrester · IDC · a16z · Sequoia · CAICT · CCID · iResearch

📝 Changelog

Version Date Summary
5.0.0 2026-06-23 Major rework — English-first + industry-agnostic. SKILL.md body fully rewritten in English; framework (workflow / confidence tiers / section definitions / format contract / hard rules) separated from a clearly-marked [Default Profile: Data+AI] block so the engine reads as truly domain-switchable. Display name changed to Industry Daily Brief. Value-first description. Backfilled all format/quality rules accumulated since 4.3.5: source links must be Markdown [text](url) (bare URLs broke HTML links); WeChat-summary cap relaxed 30–80 → ≤120 chars; Step 4.5 expanded with source-link format, --- item-separator, WeChat-summary ≤120, and Top-3 char-count (15–30) assertions; numbering-reset and field-order assertions; stale-news guard; Stability-first promoted to Hard Rule #1; non-ASCII filename detection via find not ls.
4.3.3 2026-05-29 Major architectural refactor: 3-layer separation (Editorial Principles / Section Definitions / Workflow) + 2 appendices (MD Format Contract A.1-A.5 / Failure Handling B.1-B.3); new Step 4.5 mandatory format pre-flight — generate-then-assert N1 (item count) / N2 (WeChat summary count) / N3 (section count) with strict equality (N1>0, N1==N2, N3==5) and content gates (English section titles, no bold/numbers in 3-points, verdict ≤120 chars); generation-stage failure → mandatory regenerate (no patch-style fixing in review stage); Rule Maintenance Protocol introduced as Section 0 (locate→optimize→record, no patch piling); unified 6-dimension mapping (cost/perf/architecture/governance/eng-efficiency/market-landscape); replace failed site-search with keyword search for CN policy sources; fix cross-month date arithmetic; 0 content deletion — all v4.2 rules preserved as in-place reorganization
4.2 2026-04-14 Complete rewrite aligned with PROMPT.md v4.2: 6-step workflow with mandatory Review gate (Step 5); confidence tiers (A/B/C) with source-type labeling; hard rules section (6 rules — timeliness, source-only, dedup, Monday 72h, less-is-more, no-link-in-summary); failure handling (6 scenarios); deterministic vs LLM step labeling; actual delivery channels (wecom/github_pages/email) replacing 9 virtual channels; corrected section structure (C.Views & Research / D.Capital & Corporate); config filename fix (config.json not daily-brief-config.json)
3.1 2026-03-25 WeChat Work summary fix: D/E section regex \s+ → \s* for empty-body sections; link-length optimization
3.0 2026-03-20 Major restructure: merge C.People & Views + D.Analyst Insights → C.Views & Research; add D.Capital & Corporate (funding/earnings/IPO/M&A with inline type tags); add 3-level information confidence (Level A/B/C); mandatory cross-section dedup self-check; new Step 5 Review & Fix (6 checks before publish); "Top 3 Points" now 15-30 char trend judgments (no product names/numbers); verdict ≤120 chars, no event detail repetition; add dedicated funding/M&A search queries; item count 10-14 (Monday 14-20)
2.1 2026-03-17 No-truncation summary rewrite: complete-sentence-only extraction (never hard-truncate); _smart_shorten with progressive degradation (sentence-level → title-only → remove line) replacing _truncate_line_to_bytes; eliminates all ... ellipsis artifacts
2.0 2026-03-16 3-phase search strategy with mandatory source tracing; 3-layer priority summary extraction; Monday 72-hour weekend catch-up window; duplicate push prevention; strict timeliness red-line rules; source labeling standards
1.0 2026-03-09 Initial release with 9 delivery channels, structured 5-section output, bilingual docs

❤️ Support This Project

If this project helps you, consider becoming a sponsor. Your support keeps it maintained and improved.

🤝 Contributing

Contributions are welcome! See CONTRIBUTING.md for guidelines.

📄 License

MIT License — free to use, modify, and distribute.

Built with ❤️ by the community, for anyone who needs structured industry intelligence.

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AI-powered industry intelligence daily brief generator - a CodeBuddy/WorkBuddy Skill

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