Skip to content

v1.3.0: Adaptive History Weighting + Recency Decay

Choose a tag to compare

@bshea-1 bshea-1 released this 06 Sep 22:11
· 24 commits to main since this release

Routed v1.3.0: Adaptive History Weighting + Recency Decay + HOL Guard Compatibility

What is New in v1.3.0:

  1. Rebalanced Cold-Start Hybrid Scoring Baseline:
  • Shifted default hybrid weights to 50% Dense Semantic / 35% Okapi BM25 / 10% Exact Matching / 5% Metadata Baseline.
  • Increases discriminative lexical contrast on distinct skill names, reducing reliance on small local embedding models.
  1. Adaptive History Weighting and Exponential Half-Life Decay:
  • Evidence-Scaled Metadata Weight: Past user choices dynamically scale history weight from 5% up to 25%, proportionately taking room from dense semantics.
  • 21-Day Half-Life Decay: Past invocations apply exponential decay (half-life of 21 days), preventing inactive skills from perpetually winning ties.
  • Transparent Signal Breakdown: 'routed route --explain' now details adaptive history bonuses and decayed usage counts.
  1. Hermes Agent Support:
  • Native environment detection for Hermes agent skill directories (~/.hermes/skills, ~/.config/hermes/skills, and .hermes/skills).
  • First-class tool schema export in both OpenAI JSON format and Nous Hermes XML format via 'routed hermes schema' and 'routed hermes schema --xml'.
  • Direct command-line routing with ready-to-inject system prompts via 'routed hermes route ""'.

Download Standalone Installers:

  • Windows: RoutedSetup.exe (or run Install-Routed.ps1 in PowerShell)
  • macOS: RoutedSetup.pkg (Apple Installer) or RoutedSetup.dmg
  • Linux: RoutedSetup.deb (Debian/Ubuntu) or routed-linux-x64.tar.gz