Token Saver Adaptive Ratio

Helper skill that exposes adaptive token-saver compression ratios for large context corpora.

oimiragieo Updated 0 repo stars

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Token Saver Adaptive Ratio

Computes adaptive skeleton ratio based on corpus token count for context compression.

Purpose

This skill provides the computeAdaptiveRatio function that determines the optimal compression ratio based on the size of the context corpus:

  • <8K tokens: Returns 0.8 (keep 80% of content)
  • 8-32K tokens: Returns 0.5 (keep 50% of content)
  • 32-100K tokens: Returns 0.2 (keep 20% of content)
  • >100K tokens: Returns 0.1 (keep 10% of content)

Usage

const { computeAdaptiveRatio } = require('./scripts/main.cjs');

const ratio = computeAdaptiveRatio(50000); // Returns 0.2

When to Use

  • Before running context compression to determine the target compression ratio
  • When estimating token budget for large file reads
  • As part of the token-saver-context-compression workflow

Implementation

Re-exports the computeAdaptiveRatio function from token-saver-context-compression for module resolution and testing purposes.

oimiragieo/agent-studio/tree/main/.claude/skills/token-saver-adaptive-ratio commit b1c99d3438

Frequently asked questions

npx skillmds@latest add oimiragieo/token-saver-adaptive-ratio