About

Imported from oimiragieo/agent-studio (.claude/skills/token-saver-adaptive-ratio/SKILL.md). Install upstream with npx skills add oimiragieo/agent-studio --skill token-saver-adaptive-ratio. Copyright stays with the author.

Token Saver Adaptive Ratio

Name: token-saver-adaptive-ratio
Author: oimiragieo

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.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/oimiragieo-agent-studio-token-saver-adaptive-ratio/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

oimiragieo-agent-studio-token-saver-adaptive-ratio.ocm.jsonjson

{
  "ocm": "1",
  "id": "oimiragieo-agent-studio-token-saver-adaptive-ratio",
  "kind": "skill",
  "name": "token-saver-adaptive-ratio",
  "description": "Helper skill that exposes adaptive token-saver compression ratios for large context corpora.",
  "publisher": "oimiragieo",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "token-saver",
      "compression",
      "helper",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Helper skill that exposes adaptive token-saver compression ratios for large context corpora."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/oimiragieo/agent-studio",
      "path": ".claude/skills/token-saver-adaptive-ratio/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/oimiragieo/agent-studio/blob/HEAD/.claude/skills/token-saver-adaptive-ratio/SKILL.md",
      "key": "oimiragieo/agent-studio/.claude/skills/token-saver-adaptive-ratio/SKILL.md"
    }
  },
  "instructions": "# Token Saver Adaptive Ratio\n\nComputes adaptive skeleton ratio based on corpus token count for context compression.\n\n## Purpose\n\nThis skill provides the `computeAdaptiveRatio` function that determines the optimal compression ratio based on the size of the context corpus:\n\n- **<8K tokens**: Returns 0.8 (keep 80% of content)\n- **8-32K tokens**: Returns 0.5 (keep 50% of content)\n- **32-100K tokens**: Returns 0.2 (keep 20% of content)\n- **>100K tokens**: Returns 0.1 (keep 10% of content)\n\n## Usage\n\n```javascript\nconst { computeAdaptiveRatio } = require('./scripts/main.cjs');\n\nconst ratio = compute",
  "cost": {
    "context_tokens": 249
  }
}

Fetch it by URL: GET /api/v1/registry/oimiragieo-agent-studio-token-saver-adaptive-ratio/manifest?version=1.0.0

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