Content Summarizer
Creates structured, concise summaries of long-form content while preserving key information and context.
Instructions
Step 1: Analyze the Content
Read through the provided content and identify:
- Main topic and purpose
- Key arguments or findings
- Supporting evidence
- Conclusions or recommendations
Step 2: Structure the Summary
Organize the summary using this format:
Overview (1-2 sentences)
- The big picture - what is this about?
Key Points (3-5 bullet points)
- Most important takeaways
- Main arguments or findings
Details (optional, if requested)
- Supporting information
- Notable quotes or data
- Context that matters
Conclusion (1 sentence)
- The bottom line
Step 3: Validate Quality
Before finalizing, ensure:
- Summary is 20-30% of original length
- No critical information lost
- Written clearly and concisely
- Maintains objective tone
- Free of jargon unless essential
Examples
Example 1: Article Summary
User says: "Summarize this article about remote work trends"
What the skill does:
- Reads article content
- Identifies main theme (remote work evolution)
- Extracts key statistics and trends
- Creates structured summary with overview, key points, conclusion
Result:
Overview: Article examines how remote work has evolved from emergency
measure to permanent fixture in modern business.
Key Points:
• 73% of companies now offer hybrid work options, up from 12% in 2019
• Employee satisfaction increased 35% with flexible arrangements
• Challenges include collaboration tools and maintaining company culture
• Companies saving average of $11,000/year per remote employee
Conclusion: Remote work is now integral to talent retention and
operational efficiency.
Example 2: Document Summary
User says: "Give me the key points from this meeting transcript"
What the skill does:
- Processes transcript
- Identifies decisions made
- Notes action items
- Summarizes discussions
Result: Structured summary with decisions, action items, and next steps
Quality Standards
Summaries should be:
- Accurate - No misrepresentation of source material
- Concise - Typically 20-30% of original length
- Objective - Neutral tone without injecting opinions
- Complete - All critical information preserved
- Clear - Easily understood by someone who hasn't read the original
Troubleshooting
Problem: Summary too long
Solution:
- Focus on main points only
- Remove redundant information
- Eliminate examples unless crucial
- Target 20-30% of original length
Problem: Missing important context
Solution:
- Re-read with focus on "why" not just "what"
- Include essential background information
- Note key relationships between concepts
Problem: Too much detail
Solution:
- Ask: "Would someone need this to understand the core message?"
- Keep statistics only if they're central to the argument
- Save deep details for "Details" section if requested
Best Practices
- Read once completely before summarizing - Get the full picture first
- Use the author's language for key terms - Maintain accuracy
- Preserve the logical flow - Don't just list facts randomly
- Note the intended audience - Adjust complexity accordingly
- Include source context - Date, author, publication when relevant
Limitations
This skill works best for:
- Text-based content (articles, documents, reports)
- Lengths from 500 to 10,000 words
- Non-technical to moderately technical content
May require adjustment for:
- Highly specialized technical papers
- Content requiring domain expertise to evaluate
- Multi-media content with essential visual elements