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earnings-prediction - Predict stock earnings using point-in-time data

Predicts stock direction and magnitude at report release using point-in-time data only

Tags

Updated: 2026-03-21

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • get filing metadata
  • read filing content
  • query historical data
  • get consensus estimates
  • calculate surprise
  • make prediction
  • append to CSV
  • build thinking index

Inputs

  • 8-K filing accession number

Outputs

  • prediction record in CSV
  • thinking index file

Requirements

  • filter agent access
  • Neo4j access
  • Perplexity access
  • claude-opus-4-5 model

Source

  • Spec: SKILL.md

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earnings
prediction
point-in-time
stock
8-K
get filing metadata
read filing content
query historical data
get consensus estimates
8-K filing accession number
prediction record in CSV
thinking index file