Aggregating Crypto News

Overview

Aggregate cryptocurrency news from 50+ authoritative sources via RSS feeds with real-time scanning, coin/category filtering, and relevance scoring.

Prerequisites

1. Python 3.8+ installed
2. Dependencies: pip install feedparser requests
3. Internet connectivity for RSS feed access

Instructions

1. Assess user intent - determine filters needed:

• General news: no filters, use defaults
• Coin-specific: extract symbol (BTC, ETH, etc.)
• Category-specific: extract category (defi, nft, regulatory, etc.)
• Time-specific: extract window (1h, 4h, 24h, 7d)

1. Run the aggregator with appropriate filters:

bash # Default scan (top 20, past 24h, relevance sorted) python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py

# Coin-specific scan python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --coin BTC --period 4h

# Category filter python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --category defi --top 30

# Multiple filters python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --coin ETH --category defi --period 24h --top 15

1. Export results for downstream processing:

bash python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --format json --output news.json

1. Present results to the user:

• Show source, title, age, and relevance score
• Highlight market-moving keywords if present
• Provide links for full articles
• Summarize meta information (sources checked, articles found)

Output

Table showing articles ranked by relevance score (0-100) based on market-moving keyword detection, source authority, and recency:

==============================================================================
  CRYPTO NEWS AGGREGATOR                            Updated: 2026-01-14 15:30  # 2026 - current year timestamp
==============================================================================

  TOP CRYPTO NEWS (24h)
------------------------------------------------------------------------------
  Rank  Source          Title                           Age     Score
------------------------------------------------------------------------------
    1   CoinDesk        Bitcoin Breaks $100K ATH        2h      95.0
    2   The Block       SEC Approves ETH ETF            4h      92.5
    3   Decrypt         Solana DeFi TVL Surges          6h      78.3
------------------------------------------------------------------------------

  Summary: 20 articles shown | Scanned: 50 sources | Matched: 187
==============================================================================

Error Handling

| Error | Cause | Solution | |-------|-------|----------| | Network timeout | RSS feed unreachable | Uses cached data; skips unavailable sources | | Parse error | Malformed RSS | Skips entry; continues with valid articles | | No results | Filters too strict | Suggest relaxing filters | | Invalid coin | Unknown symbol | List similar valid symbols |

See ${CLAUDE_SKILL_DIR}/references/errors.md for comprehensive error handling.

Examples

Filtering patterns for common news monitoring scenarios:

bash
# Latest crypto news (defaults)
python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py

# Bitcoin news from past 4 hours
python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --coin BTC --period 4h

# DeFi category news
python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --category defi

# High-relevance news only
python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --min-score 70 --top 10

# Multiple coins
python ${CLAUDE_SKILL_DIR}/scripts/news_aggregator.py --coins BTC,ETH,SOL

Resources

• ${CLAUDE_SKILL_DIR}/references/implementation.md - CLI options, categories, JSON format, advanced filtering
• ${CLAUDE_SKILL_DIR}/references/errors.md - Comprehensive error handling
• ${CLAUDE_SKILL_DIR}/references/examples.md - Detailed usage examples
• ${CLAUDE_SKILL_DIR}/config/sources.yaml - Full source registry
• CoinDesk RSS: https://www.coindesk.com/arc/outboundfeeds/rss/
• feedparser docs: https://feedparser.readthedocs.io/