Compose Digest

Compose a formatted news digest from analyzed articles and trends.

When to Use

Use this skill when you need to:

• Create daily or weekly news digests
• Format articles for publication
• Group articles by category or topic
• Highlight trending topics
• Generate human-readable summaries

Instructions

Step 1: Retrieve Articles from Memory

Use memory/search to get recent analyzed articles:

• namespace: "news/analyses"
• query: "AI news articles" (or date-specific query)
• limit: 50 (adjust for daily/weekly)

Filter by date range if specified.

Step 2: Retrieve Trends from Memory

Use memory/search to get current trends:

• namespace: "news/trends"
• query: "trending topics"
• limit: 20

Step 3: Group Articles by Category

Organize articles into sections:

• security - Security vulnerabilities and updates
• product - New releases and product updates
• research - Latest research papers and breakthroughs
• business - Company news and market developments
• policy - Regulations and policy changes
• general - Other AI news and updates

Sort articles within each category by importance_score (highest first).

Step 4: Format with LLM

Use use_llm to compose the final digest:

Digest composition prompt:

Compose a news digest from these articles and trends.

ARTICLES BY CATEGORY:
{categorized_articles}

TRENDING TOPICS:
{trends}

Format as Markdown with:
1. Header with title and date
2. Breaking news section (importance >= 9)
3. Trending topics section
4. Category sections in order: security, product, research, business, policy, general

For each article include:
- Title with importance indicator (🔴 critical, 🟠 important, 🟡 notable, ⚪ minor)
- Source name
- 2-3 sentence summary
- Link to source

Keep summaries concise. Use emojis for section headers.

Step 5: Return Formatted Digest

Return the composed digest in Markdown format.

Tool Usage Guidance

memory/search

• Search "news/analyses" for recent articles
• Search "news/trends" for trending topics
• Filter by date range as needed

use_llm

• Use for final formatting and composition
• Provide all articles and trends as context
• Request structured Markdown output

Digest Structure

# AI News Digest

**Date:** 2026-01-31
**Articles:** 25 | **Trends:** 8

---

## 🚨 Breaking News

### GPT-5 Released with AGI Capabilities

*Major model release from leading AI company*

OpenAI has released GPT-5, claiming significant advances...

[Read more](https://...)

---

## 🔥 Trending Topics

### Breaking
- **GPT-5** (15 mentions)
- **AGI** (12 mentions)

### Hot
- **Claude 4** (8 mentions)
- **Gemini Pro** (7 mentions)

---

## 🔒 Security

### 1. 🔴 Critical Vulnerability in Popular AI Framework

**Source:** Security Research Blog

Researchers have discovered a critical vulnerability...

[Read more](https://...)

---

Category Order (Priority)

1. Security - Most urgent (vulnerabilities, incidents)
2. Product - Time-sensitive (launches, releases)
3. Research - Valuable but not urgent
4. Business - Market context
5. Policy - Regulatory updates
6. General - Everything else

Importance Indicators

Length Guidelines

Error Handling

• If search returns no articles, return empty digest with explanation
• If LLM formatting fails, return raw article list
• Log but continue if individual articles have issues

Success Criteria

• Digest is well-structured and readable
• Articles grouped logically by category
• Important stories prominently featured
• Trending topics highlighted
• Length reasonable for consumption