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x-algo-scoring - X Algorithm Engagement Scoring

Calculate weighted engagement scores for X posts using 18 action predictions and determine feed ranking

Tags

Updated: 2026-03-22

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • compute weighted score
  • explain score weights
  • normalize score
  • offset negative scores
  • apply diversity multiplier
  • adjust out-of-network scores

Inputs

  • PostCandidate data
  • action probabilities
  • weight constants
  • video duration
  • network relationship
  • author position

Outputs

  • weighted score
  • normalized score
  • final score
  • ranking position

Requirements

  • Rust runtime
  • PostCandidate structure
  • PhoenixScores data
  • scoring configuration

Source

  • Spec: SKILL.md
X algorithm
engagement scoring
post ranking
weighted scoring
feed ranking
compute weighted score
explain score weights
normalize score
offset negative scores
PostCandidate data
action probabilities
weight constants
weighted score
normalized score
final score