# Token Saver Adaptive Ratio

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

- Skill: `oimiragieo/token-saver-adaptive-ratio` (Agent Skill, multi-file: 10 files)
- Install (CLI): `npx skillmds@latest add oimiragieo/token-saver-adaptive-ratio`
- Raw SKILL.md: https://api.skillmd.com/api/skills/oimiragieo/token-saver-adaptive-ratio/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: oimiragieo (https://skillmd.com/u/oimiragieo)
- Updated: 2026-09-10
- Page: https://skillmd.com/skills/oimiragieo/token-saver-adaptive-ratio

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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

```javascript
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.