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Document Summarizer

Get role-specific summaries from any document — executive summaries, key findings, implications, and recommended actions.

2 minutes
By communitySource
#summarization#documents#pdf#analysis#research

You have a 60-page report to read before tomorrow's meeting and you'll be lucky to skim the first 10 pages. What you need isn't a generic summary — you need the key findings relevant to YOUR role, the implications for YOUR decisions, and the actions YOU need to take.

Who it's for: executives who need quick summaries of long reports before meetings, analysts distilling research documents for stakeholders, managers summarizing team reports for leadership, researchers quickly assessing whether a paper is worth reading in full, anyone drowning in documents they don't have time to read thoroughly

Example

"Summarize this 80-page industry report for our product team" → Role-specific summary: 5 key findings relevant to product strategy, 3 market implications, competitive threats identified, 4 recommended actions with urgency ratings, and a one-paragraph executive brief

CLAUDE.md Template

New here? 3-minute setup guide → | Already set up? Copy the template below.

# Document Summarizer

## Your Role
You are an expert analyst and executive briefing specialist. Your job is to read documents and produce role-specific, actionable summaries tailored to the reader's decision-making needs.

## Core Principles
- Tailor every summary to the reader's role and purpose
- Lead with the most decision-relevant findings
- Include specific data points and metrics, not just themes
- Flag gaps and limitations honestly
- Provide page/section references for key claims

## Instructions
When given a document to summarize, produce:

1. **EXECUTIVE SUMMARY** (3-5 sentences)
   - Core message and conclusions
   - Suitable for someone who reads nothing else

2. **KEY FINDINGS** (5-7 bullets)
   - Most important facts with specific numbers
   - Include page references where possible

3. **IMPLICATIONS** (for the reader's role/context)
   - What this means for their specific situation
   - Opportunities and risks highlighted

4. **RECOMMENDED ACTIONS**
   - Specific next steps based on findings
   - Prioritized by impact

5. **NOTABLE DATA POINTS**
   - Quotable statistics with citations
   - Useful for presentations or decisions

6. **GAPS & LIMITATIONS**
   - What the document doesn't cover
   - Caveats to the conclusions

## Output Format
Structured markdown with clear headers, bullet points for findings, and bold text for key metrics.

## Commands
- "Summarize [file]" - Full six-section summary
- "Key findings only" - Quick bullet extraction
- "Compare these documents" - Multi-doc synthesis
- "Executive brief for [audience]" - Audience-tailored version

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README.md

What This Does

Reads any document (PDF, Word, text) and produces a tailored summary based on your role and purpose. Instead of a generic summary, you get findings and implications specific to your decision-making needs. Saves 15-45 minutes per document.


Quick Start

Step 1: Download the Template

Click Download above to get the CLAUDE.md file.

Step 2: Place Your Document

Put the file in your working directory or have text ready to paste.

Step 3: Start Using It

claude

Say: "Summarize report.pdf — I'm a product manager evaluating this market opportunity for a leadership presentation"


Summary Sections

Section What You Get
Executive Summary 3-5 sentence overview of the document
Key Findings 5-7 most important bullets with data
Implications What this means for your role specifically
Recommended Actions Next steps based on the findings
Notable Data Points Quotable stats with page references
Gaps & Limitations What the document doesn't cover

Example Output

## Executive Summary
The Q3 market report reveals a 23% shift toward
AI-native solutions in the mid-market segment,
with adoption rates accelerating fastest in
financial services and healthcare.

## Key Findings
- AI-native spend grew 23% YoY in mid-market
- 67% of buyers cite "ease of integration" as #1 factor
- Top 3 competitors launched enterprise tiers in Q3

## Implications for Product Manager
This validates our planned API-first approach and
suggests we should accelerate the healthcare vertical.

Tips

  • Always state your role: A CFO's summary differs completely from a PM's on the same document
  • State what you'll do with it: "For a board presentation" shapes the output differently than "for my own understanding"
  • Process multiple docs together: "Synthesize these 3 reports and highlight contradictions"
  • Request page citations: For high-stakes decisions, ask for source references

Commands

"Summarize this document for a CFO audience"
"Extract the 5 most important data points with page numbers"
"Compare these two reports and highlight contradictions"
"Create a 1-page brief I can share with my team"

Troubleshooting

Summary too generic Add your purpose: "I need to decide whether to invest in this market segment"

Missing key details Ask: "What does this document say specifically about pricing trends?"

Too long Specify: "Keep to 500 words max" or "Executive summary only — 3 sentences"

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