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cheat-essay-trends - Fetch and score trending topics

Fetch trending topics from multiple sources, deduplicate, and save to candidates

Tags

Updated: 2026-05-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • fetch trend topics
  • normalize data
  • deduplicate items
  • score candidates
  • write candidates file
  • update history cache

Inputs

  • .cheat-state.json
  • trend sources configuration
  • candidates.md
  • predictions files
  • trends-history cache

Outputs

  • candidates.md entries
  • trends-history.jsonl records
  • fetching statistics

Requirements

  • Bash support
  • WebFetch access
  • file read/write access

Source

  • Spec: SKILL.md

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content curation
trending topics
data scraping
content sourcing
fetch trend topics
normalize data
deduplicate items
score candidates
.cheat-state.json
trend sources configuration
candidates.md
candidates.md entries
trends-history.jsonl records
fetching statistics