Community编程与开发github.com

newsletter-generation

Use this skill when the user requests to generate, create, write, or draft a newsletter, email digest, weekly roundup, industry briefing, or curated content summary. Supports topic-based research, content curation from multiple sources, and professional formatting for email or web distribution. Trigger on requests like "create a newsletter about X", "write a weekly digest", "generate a tech roundup", or "curate news about Y".

兼容平台~Claude Code~Codex CLI~Cursor
npx add-skill https://github.com/bytedance/deer-flow/tree/main/skills/public/newsletter-generation

Newsletter Generation Skill

Overview

This skill generates professional, well-researched newsletters that combine curated content from multiple sources with original analysis and commentary. It follows modern newsletter best practices from publications like Morning Brew, The Hustle, TLDR, and Benedict Evans to produce content that is informative, engaging, and actionable.

The output is a complete, ready-to-publish newsletter in Markdown format, suitable for email distribution platforms, web publishing, or conversion to HTML.

Core Capabilities

  • Research and curate content from multiple web sources on specified topics
  • Generate topic-focused or multi-topic newsletters with consistent voice
  • Write engaging headlines, summaries, and original commentary
  • Structure content for optimal readability and scanning
  • Support multiple newsletter formats (daily digest, weekly roundup, deep-dive, industry briefing)
  • Include relevant links, sources, and attributions
  • Adapt tone and style to target audience (technical, executive, general)
  • Generate recurring newsletter series with consistent branding and structure

When to Use This Skill

Always load this skill when:

  • User asks to generate a newsletter, email digest, or content roundup
  • User requests a curated summary of news or developments on a topic
  • User wants to create a recurring newsletter format
  • User asks to compile recent developments in a field into a briefing
  • User needs a formatted email-ready content piece with multiple curated items
  • User asks for a "weekly roundup", "monthly digest", or "morning briefing"

Newsletter Workflow

Phase 1: Planning

Step 1.1: Understand Newsletter Requirements

Identify the key parameters:

ParameterDescriptionDefault
Topic(s)Primary subject area(s) to coverRequired
FormatDaily digest, weekly roundup, deep-dive, or industry briefingWeekly roundup
Target AudienceTechnical, executive, general, or niche communityGeneral
ToneProfessional, conversational, witty, or analyticalConversational-professional
LengthShort (5-min read), medium (10-min), long (15-min+)Medium
SectionsNumber and type of content sections4-6 sections
Frequency ContextOne-time or part of a recurring seriesOne-time

Step 1.2: Define Newsletter Structure

Based on the format, select the appropriate structure:

Daily Digest Structure:

1. Top Story (1 item, detailed)
2. Quick Hits (3-5 items, brief)
3. One Stat / Quote of the Day
4. What to Watch

Weekly Roundup Structure:

1. Editor's Note / Intro
2. Top Stories (2-3 items, detailed)
3. Trends & Analysis (1-2 items, original commentary)
4. Quick Bites (4-6 items, brief summaries)
5. Tools & Resources (2-3 items)
6. One More Thing / Closing

Deep-Dive Structure:

1. Introduction & Context
2. Background / Why It Matters
3. Key Developments (detailed analysis)
4. Expert Perspectives
5. What's Next / Implications
6. Further Reading

Industry Briefing Structure:

1. Executive Summary
2. Market Developments
3. Company News & Moves
4. Product & Technology Updates
5. Regulatory & Policy Changes
6. Data & Metrics
7. Outlook

Phase 2: Research & Curation

Step 2.1: Multi-Source Research

Conduct thorough research using web search. The quality of the newsletter depends directly on the quality and recency of research.

Search Strategy:

# Current news and developments
"[topic] news [current month] [current year]"
"[topic] latest developments"
"[topic] announcement this week"

# Trends and analysis
"[topic] trends [current year]"
"[topic] analysis expert opinion"
"[topic] industry report"

# Data and statistics
"[topic] statistics [current year]"
"[topic] market data latest"
"[topic] growth metrics"

# Tools and resources
"[topic] new tools [current year]"
"[topic] open source release"
"best [topic] resources [current year]"

IMPORTANT: Always check <current_date> to ensure search queries use the correct temporal context. Never use hardcoded years.

Step 2.2: Source Evaluation and Selection

Evaluate each source and curate the best content:

CriterionPriority
RecencyPrefer content from the last 7-30 days
AuthorityPrioritize primary sources, official announcements, established publications
UniquenessSelect stories that offer fresh perspective or are underreported
RelevanceEvery item must clearly connect to the newsletter's stated topic(s)
ActionabilityPrefer content readers can act on (tools, insights, strategies)
DiversityMix of news, analysis, data, and practical resources

Step 2.3: Deep Content Extraction

For key stories, use web_fetch to read full articles and extract:

  1. Core facts — What happened, who is involved, when
  2. Context — Why this matters, background information
  3. Data points — Specific numbers, metrics, or statistics
  4. Quotes — Relevant expert quotes or official statements
  5. Implications — What this means for the reader

Phase 3: Writing

Step 3.1: Newsletter Header

Every newsletter starts with a consistent header:

# [Newsletter Name]

*[Tagline or description] — [Date]*

---

[Optional: One-sentence preview of what's inside]

Step 3.2: Section Writing Guidelines

Top Stories / Featured Items:

  • Headline: Compelling, clear, benefit-oriented (not clickbait)
  • Hook: Opening sentence that makes the reader care (1-2 sentences)
  • Body: Key facts and context (2-4 paragraphs)
  • Why it matters: Connect to the reader's world (1 paragraph)
  • Source link: Always attribute and link to the original source

Quick Bites / Brief Items:

  • Format: Bold headline + 2-3 sentence summary + source link
  • Focus: One key takeaway per item
  • Efficiency: Readers should get the essential insight without clicking through

Analysis / Commentary Sections:

  • Voice: The newsletter's unique perspective on trends or developments
  • Structure: Observation → Context → Implication → (Optional) Actionable takeaway
  • Evidence: Every claim backed by data or sourced information

Step 3.3: Writing Standards

PrincipleImplementation
ScannableUse headers, bold text, bullet points, and short paragraphs
EngagingLead with the most interesting angle, not chronological order
ConciseEvery sentence earns its place — cut filler ruthlessly
AccurateEvery fact is sourced, every number is verified
AttributiveAlways credit original sources with inline links
HumanWrite like a knowledgeable friend, not a press release

Tone Calibration by Audience:

AudienceToneExample
TechnicalPrecise, no jargon explanations, assumed expertise"The new API supports gRPC streaming with backpressure handling via flow control windows."
ExecutiveImpact-focused, bottom-line, strategic"This acquisition gives Company X a 40% market share in the enterprise segment, directly threatening Incumbent Y's pricing power."
GeneralAccessible, analogies, explains concepts"Think of it like a universal translator for data — it lets any app talk to any database without learning a new language."

Phase 4: Assembly & Polish

Step 4.1: Assemble the Newsletter

Combine all sections into the final document following the chosen structure template.

Step 4.2: Footer

Every newsletter ends with:

---

*[Newsletter Name] is [description of what it is].*
*[How to subscribe/share/give feedback]*

*Sources: All links are provided inline. This newsletter curates and summarizes
publicly available information with original commentary.*

Step 4.3: Quality Checklist

Before finalizing, verify:

  • Every factual claim has a source link — No unsourced assertions
  • All links are functional — Verified URLs from search results
  • Date references use the actual current date — No hardcoded or assumed dates
  • Content is current — All major items are from within the expected timeframe
  • No duplicate stories — Each item appears only once
  • Consistent formatting — Headers, bullets, links use the same style throughout
  • Balanced coverage — Not dominated by a single source or perspective
  • Appropriate length — Matches the specified length target
  • Engaging opening — The first 2 sentences make the reader want to continue
  • Clear closing — The newsletter ends with a memorable or actionable note
  • Proofread — No typos, broken formatting, or incomplete sentences

Newsletter Output Template

# [Newsletter Name]

*[Tagline] — [Full date, e.g., April 4, 2026]*

---

[Preview sentence: "This week: [topic 1], [topic 2], and [topic 3]."]

## 🔥 Top Stories

### [Headline 1]

[Hook — why this matters in 1-2 sentences.]

[Body — 2-4 paragraphs covering key facts, context, and implications.]

**Why it matters:** [1 paragraph connecting to reader's interests or industry impact.]

📎 [Source: Publication Name](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)

### [Headline 2]

[Same structure as above]

## 📊 Trends & Analysis

### [Trend Title]

[Original commentary on an emerging trend, backed by data from research.]

[Key data points presented clearly — consider inline stats or a brief comparison.]

**The bottom line:** [One-sentence takeaway.]

## ⚡ Quick Bites

- **[Headline]** — [2-3 sentence summary with key takeaway.] [Source](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)
- **[Headline]** — [2-3 sentence summary.] [Source](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)
- **[Headline]** — [2-3 sentence summary.] [Source](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)
- **[Headline]** — [2-3 sentence summary.] [Source](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)

## 🛠️ Tools & Resources

- **[Tool/Resource Name]** — [What it does and why it's useful.] [Link](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)
- **[Tool/Resource Name]** — [Description.] [Link](https://raw.githubusercontent.com/bytedance/deer-flow/main/URL)

## 💬 One More Thing

[Closing thought, insightful quote, or forward-looking statement.]

---

*[Newsletter Name] curates the most important [topic] news and analysis.*
*Found this useful? Share it with a colleague.*

*All sources are linked inline. Views and commentary are original.*

Adaptation Examples

Technology Newsletter

  • Emoji usage: ✅ Moderate (section headers)
  • Sections: Top Stories, Deep Dive, Quick Bites, Open Source Spotlight, Dev Tools
  • Tone: Technical-conversational

Business/Finance Newsletter

  • Emoji usage: ❌ Minimal to none
  • Sections: Market Overview, Deal Flow, Company News, Data Corner, Outlook
  • Tone: Professional-analytical

Industry-Specific Newsletter

  • Emoji usage: Moderate
  • Sections: Regulatory Updates, Market Data, Innovation Watch, People Moves, Events
  • Tone: Expert-authoritative

Creative/Marketing Newsletter

  • Emoji usage: ✅ Liberal
  • Sections: Campaign Spotlight, Trend Watch, Viral This Week, Tools We Love, Inspiration
  • Tone: Enthusiastic-professional

Output Handling

After generation:

  • Save the newsletter to /mnt/user-data/outputs/newsletter-{topic}-{date}.md
  • Present the newsletter to the user using the present_files tool
  • Offer to adjust sections, tone, length, or focus areas
  • If the user wants HTML output, note that the Markdown can be converted using standard tools

Notes

  • This skill works best in combination with the deep-research skill for comprehensive topic coverage — load both for newsletters requiring deep analysis
  • Always use <current_date> for temporal context in searches and date references in the newsletter
  • For recurring newsletters, suggest maintaining a consistent structure so readers develop expectations
  • When curating, quality beats quantity — 5 excellent items beat 15 mediocre ones
  • Attribute all content properly — newsletters build trust through transparent sourcing
  • Avoid summarizing paywalled content that the reader cannot access
  • If the user provides specific URLs or articles to include, incorporate them alongside your curated findings
  • The newsletter should provide enough value in the summaries that readers benefit even without clicking through to every link

Individual skills in this repo

This repo contains 19 individual skills — each has its own dedicated page.

academic-paper-review

Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like "review this paper", "analyze this research", "summarize this study", or "write a peer review".

bootstrap

Generate a personalized SOUL.md through a warm, adaptive onboarding conversation. Trigger when the user wants to create, set up, or initialize their AI partner's identity — e.g., "create my SOUL.md", "bootstrap my agent", "set up my AI partner", "define who you are", "let's do onboarding", "personalize this AI", "make you mine", or when a SOUL.md is missing. Also trigger for updates: "update my SOUL.md", "change my AI's personality", "tweak the soul".

chart-visualization

This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 26 available options, extracts parameters based on detailed specifications, and generates a chart image using a JavaScript script.

claude-to-deerflow

Interact with DeerFlow AI agent platform via its HTTP API. Use this skill when the user wants to send messages or questions to DeerFlow for research/analysis, start a DeerFlow conversation thread, check DeerFlow status or health, list available models/skills/agents in DeerFlow, manage DeerFlow memory, upload files to DeerFlow threads, or delegate complex research tasks to DeerFlow. Also use when the user mentions deerflow, deer flow, or wants to run a deep research task that DeerFlow can handle.

code-documentation

Use this skill when the user requests to generate, create, or improve documentation for code, APIs, libraries, repositories, or software projects. Supports README generation, API reference documentation, inline code comments, architecture documentation, changelog generation, and developer guides. Trigger on requests like "document this code", "create a README", "generate API docs", "write developer guide", or when analyzing codebases for documentation purposes.

consulting-analysis

Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, industry research, competitive intelligence, investment due diligence, or any consulting-grade analytical report. This skill operates in two phases — (1) generating a structured analysis framework with chapter skeleton, data query requirements, and analysis logic, and (2) after data collection by other skills, producing the final consulting-grade report with structured narratives, embedded charts, and strategic insights.

data-analysis

Use this skill when the user uploads Excel (.xlsx/.xls) or CSV files and wants to perform data analysis, generate statistics, create summaries, pivot tables, SQL queries, or any form of structured data exploration. Supports multi-sheet Excel workbooks, aggregation, filtering, joins, and exporting results to CSV/JSON/Markdown.

deep-research

Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.

find-skills

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

github-deep-research

Conduct multi-round deep research on any GitHub Repo. Use when users request comprehensive analysis, timeline reconstruction, competitive analysis, or in-depth investigation of GitHub. Produces structured markdown reports with executive summaries, chronological timelines, metrics analysis, and Mermaid diagrams. Triggers on Github repository URL or open source projects.

image-generation

Use this skill when the user requests to generate, create, imagine, or visualize images including characters, scenes, products, or any visual content. Supports structured prompts and reference images for guided generation.

podcast-generation

Use this skill when the user requests to generate, create, or produce podcasts from text content. Converts written content into a two-host conversational podcast audio format with natural dialogue.

ppt-generation

Use this skill when the user requests to generate, create, or make presentations (PPT/PPTX). Creates visually rich slides by generating images for each slide and composing them into a PowerPoint file.

skill-creator

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

surprise-me

Create a delightful, unexpected "wow" experience for the user by dynamically discovering and creatively combining other enabled skills. Triggers when the user says "surprise me" or any request expressing a desire for an unexpected creative showcase. Also triggers when the user is bored, wants inspiration, or asks for "something interesting".

systematic-literature-review

Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.

video-generation

Use this skill when the user requests to generate, create, or imagine videos. Supports structured prompts and reference image for guided generation.

web-design-guidelines

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

相关技能