How to Use Claude for Content Curation and News Filtering
I was drowning in news. Every morning, I’d open 15 browser tabs—BBC, Al Jazeera, Reuters, NYT, South China Morning Post, Der Spiegel—trying to get a “balanced” view of the world. Two hours later, I’d feel overwhelmed, not informed. The same story repeated across outlets with slight variations. Important stories were buried. And I kept seeing the same Western-centric perspectives over and over.
There had to be a better way.
The Problem with Modern News Consumption
┌─────────────────────────────────────────────────────────────────┐│ YOUR MORNING NEWS ROUTINE │├─────────────────────────────────────────────────────────────────┤│ ││ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ ││ │ BBC │ │ NYT │ │ Reuters │ │ CNN │ ││ └────┬─────┘ └────┬─────┘ └────┬─────┘ └────┬─────┘ ││ │ │ │ │ ││ └──────────────┴──────────────┴──────────────┘ ││ │ ││ ▼ ││ ┌─────────────────┐ ││ │ SAME STORY │ ││ │ x4 variations │ ││ │ │ ││ │ 2 hours wasted │ ││ │ Still confused │ ││ └─────────────────┘ ││ ││ PROBLEMS: ││ ├── Repetition (same story, 4 outlets) ││ ├── Missing perspectives (all Western sources) ││ ├── Buried stories (sensational headlines win) ││ └── Echo chamber (algorithmic feeds reinforce bias) ││ │└─────────────────────────────────────────────────────────────────┘The real issue isn’t the volume of information—it’s the quality of filtering. We need tools that can:
- Identify under-reported stories that matter but aren’t getting attention
- Compare coverage across diverse geographic and political perspectives
- Filter out repetition without missing important details
- Detect bias and surface counter-narratives
This is exactly where Claude shines.
My First Attempt: The Naive Approach
I started with a simple prompt:
Summarize today's news about [TOPIC].This failed spectacularly. Claude gave me generic summaries that could have come from anywhere. I wasn’t leveraging its analytical capabilities—I was treating it like a search engine it’s not designed to be.
Key insight: Claude doesn’t “browse” news. It analyzes what you give it. The magic happens when you feed it multiple sources and ask it to find patterns, gaps, and connections.
The Solution: Structured News Curation with Claude
Here’s the framework that actually works:
┌─────────────────────────────────────────────────────────────────┐│ CLAUDE NEWS CURATION FRAMEWORK │├─────────────────────────────────────────────────────────────────┤│ ││ INPUT LAYER: Diverse Source Collection ││ ┌──────────────────────────────────────────────────────────┐ ││ │ Western: BBC, NYT, Reuters, WSJ, The Guardian │ ││ │ Non-Western: Al Jazeera, SCMP, NHK, DW, RT │ ││ │ Regional: Local outlets for specific topics │ ││ └──────────────────────────────────────────────────────────┘ ││ │ ││ ▼ ││ PROCESSING LAYER: Claude Analysis ││ ┌──────────────────────────────────────────────────────────┐ ││ │ • Identify coverage gaps │ ││ │ • Compare framing across outlets │ ││ │ • Extract under-reported angles │ ││ │ • Synthesize diverse perspectives │ ││ └──────────────────────────────────────────────────────────┘ ││ │ ││ ▼ ││ OUTPUT LAYER: Curated Intelligence ││ ┌──────────────────────────────────────────────────────────┐ ││ │ • Priority stories (under-reported but important) │ ││ │ • Perspective comparison table │ ││ │ • Bias detection report │ ││ │ • Actionable daily briefing │ ││ └──────────────────────────────────────────────────────────┘ ││ │└─────────────────────────────────────────────────────────────────┘The Prompt That Changed Everything
After iterating through dozens of versions, here’s my news curation prompt generator:
You are my media analyst. I will provide you with articles from multiplenews sources about the same topic or from the same day.
YOUR TASK:1. COVERAGE GAP ANALYSIS - Which stories appear in fewer than 30% of sources? - What topics are getting disproportionate attention vs. impact? - Which perspectives are missing entirely?
2. FRAMING COMPARISON - How do Western vs. non-Western outlets frame the same story? - What language differences reveal bias? - Which outlets provide more context vs. sensationalism?
3. PRIORITY SCORING Rate each story 1-10 on: - Long-term impact - Under-reported status - Perspective diversity - Factual grounding
4. SYNTHESIS Provide a 3-sentence summary that incorporates the most important facts AND the most significant perspective gaps.
SOURCES PROVIDED:[Paste your collected articles here]
OUTPUT FORMAT:├── Priority Stories (score 7+)├── Coverage Gap Report├── Framing Comparison Table└── Synthesis SummaryPractical Example: Comparing Coverage
Let me show you how this works in practice. I collected articles about a hypothetical infrastructure bill from different outlets:
┌──────────────┬─────────────────┬─────────────────┬──────────────┐│ OUTLET │ FRAMING │ EMPHASIS │ CONTEXT │├──────────────┼─────────────────┼─────────────────┼──────────────┤│ NYT │ "Infrastructure │ Cost concerns, │ Partisan ││ │ bill faces │ deficit impact │ divide focus ││ │ opposition" │ │ │├──────────────┼─────────────────┼─────────────────┼──────────────┤│ SCMP │ "Infrastructure │ Regional │ Global trade ││ │ investments │ connectivity │ implications ││ │ reshape trade" │ benefits │ │├──────────────┼─────────────────┼─────────────────┼──────────────┤│ Al Jazeera │ "Infrastructure │ Developing │ Equity ││ │ gap threatens │ nation impacts │ concerns ││ │ Global South" │ │ │├──────────────┼─────────────────┼─────────────────┼──────────────┤│ Reuters │ "Bill passes │ Market reaction │ Neutral, ││ │ committee" │ specifics │ fact-focused │├──────────────┼─────────────────┼─────────────────┼──────────────┤│ DER SPIEGEL │ "Infrastructure │ Environmental │ EU ││ │ as climate │ standards │ comparison ││ │ opportunity" │ │ │└──────────────┴─────────────────┴─────────────────┴──────────────┘
CLAUDE'S INSIGHT:"Western outlets frame this through domestic partisan politics.Non-Western outlets emphasize global trade and development impacts.The under-reported angle: how this affects infrastructure financingfor developing nations—a perspective absent from US-centric coverage."The RSS Integration Template
To make this sustainable, I built an RSS-based workflow:
┌─────────────────────────────────────────────────────────────────┐│ AUTOMATED COLLECTION │├─────────────────────────────────────────────────────────────────┤│ ││ RSS FEEDS (organized by perspective): ││ ││ WESTERN_MAINSTREAM: ││ ├── feeds.bbci.co.uk/news/rss.xml ││ ├── rss.nytimes.com/services/xml/rss/nyt/HomePage.xml ││ └── www.reuters.com/rssFeed/worldNews ││ ││ NON_WESTERN_GLOBAL: ││ ├── www.aljazeera.com/xml/rss/all.xml ││ ├── www.scmp.com/rss/91/feed ││ └── www3.nhk.or.jp/rss/news/cat0.xml ││ ││ REGIONAL_SPECIALISTS: ││ ├── [Topic-specific feeds] ││ └── [Regional language outlets] ││ ││ DAILY WORKFLOW: ││ 1. RSS reader collects 50-100 articles ││ 2. Filter by topic keywords ││ 3. Export to markdown/text format ││ 4. Feed to Claude with curation prompt ││ 5. Review Claude's priority list ││ 6. Deep-dive on under-reported stories ││ │└─────────────────────────────────────────────────────────────────┘Daily Briefing Generator
Here’s my morning prompt for a quick briefing:
Generate my daily news briefing from these sources.
REQUIREMENTS:1. TOP 3 UNDER-REPORTED STORIES - Stories getting <30% coverage but high impact - Include non-Western perspectives - Why this matters long-term
2. FRAMING WATCH - Same story, different outlets - Key language differences - What's being emphasized vs. omitted
3. PERSPECTIVE GAP - Which region's viewpoint is missing? - What angle would [region] take? - Counter-narratives to consider
4. QUICK SCAN - 5 bullet points of major stories - Confidence level on each (High/Medium/Low based on source quality)
SOURCES:[Paste collected articles]Common Mistakes I Made (So You Don’t Have To)
┌─────────────────────────────────────────────────────────────────┐│ MISTAKE │ FIX │├─────────────────────────────────────────────────────────────────┤│ │ ││ ❌ Asking Claude to "find news about X" │ ✅ Provide ││ (Claude doesn't browse in real-time) │ sources to ││ │ analyze ││ │ │├─────────────────────────────────────────────────────────────────┤│ │ ││ ❌ Using only Western sources │ ✅ Include ││ (Echo chamber reinforcement) │ Al Jazeera, ││ │ SCMP, NHK, ││ │ regional ││ │ outlets ││ │ │├─────────────────────────────────────────────────────────────────┤│ │ ││ ❌ Vague prompts like "summarize this" │ ✅ Specify ││ (Generic, unhelpful output) │ exactly ││ │ what to ││ │ analyze ││ │ │├─────────────────────────────────────────────────────────────────┤│ │ ││ ❌ Skipping verification │ ✅ Cross-check ││ (Claude can hallucinate details) │ important ││ │ claims with ││ │ original ││ │ sources ││ │ │├─────────────────────────────────────────────────────────────────┤│ │ ││ ❌ No feedback loop │ ✅ Track what ││ (Same gaps repeat) │ Claude ││ │ misses and ││ │ adjust ││ │ prompts ││ │ │└─────────────────────────────────────────────────────────────────┘Why This Matters
The information diet we consume shapes our worldview. Most people’s news consumption is:
- Algorithmically filtered (social media feeds optimize for engagement, not truth)
- Geographically limited (Western outlets dominate English-language news)
- Repetitive (same wire service content repackaged across outlets)
- Sensationalism-biased (outrage gets clicks, nuance gets buried)
Claude won’t replace critical thinking, but it can amplify your ability to:
- See around corners: Under-reported stories often become tomorrow’s headlines
- Understand perspectives: Different regions frame the same events differently
- Save time: 2 hours of manual reading → 30 minutes with Claude-assisted curation
- Break echo chambers: Systematically surface viewpoints you’d otherwise miss
The Reddit Insight That Started This
A Reddit user u/MissedTheMemo29 shared that they use Claude to “curate my news and see under-reported stories as well as non-western sources.” That simple comment crystallized something I’d been groping toward—Claude isn’t just a summarizer. It’s a media analyst that can help you see the information landscape from above, not just wade through it.
The key shift: Stop asking Claude to find news. Start asking Claude to analyze what you’ve found.
Final Thoughts
Content curation with Claude requires upfront work—collecting diverse sources, crafting specific prompts, and verifying output. But the payoff is substantial: you transform from a passive consumer of algorithmic feeds into an active curator of your information environment.
The prompts in this article are starting points. The real power comes from iterating based on your interests, adjusting for your blind spots, and building a system that surfaces what matters to you.
Start small: pick one topic, gather 5-7 sources from different regions, and try the coverage comparison prompt. You’ll immediately see patterns you were missing.
Final Words + More Resources
My intention with this article was to help others share my knowledge and experience. If you want to contact me, you can contact by email: Email me
Here are also the most important links from this article along with some further resources that will help you in this scope:
Oh, and if you found these resources useful, don’t forget to support me by starring the repo on GitHub!
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