What triggers the context optimization behavior?

The skill is triggered by phrases such as 'openrouter context', 'reduce tokens', or when Claude identifies that context limits are being approached.

Can I use this with any model on OpenRouter?

Yes, the context optimization techniques are designed to be model-agnostic and work effectively across the various LLMs available via the OpenRouter API.

How does this skill help reduce OpenRouter costs?

It implements token efficiency strategies like intelligent truncation and summarization to ensure only essential data is sent to the model, directly lowering per-request costs.

Does this skill require an OpenRouter API key?

Yes, you must have an active OpenRouter integration and understanding of their token-based pricing to utilize this skill effectively.

OpenRouter Context Optimization

Name: OpenRouter Context Optimization
Author: Brmbobo

byBrmbobo

0•

データサイエンスとML

Optimizes context window usage and token efficiency to reduce costs and prevent limit overages when using OpenRouter.

The OpenRouter Context Optimization skill provides Claude Code with specialized strategies for managing large amounts of information within model context limits. By implementing smart truncation, automated summarization, and token-efficient data formatting, it helps developers maximize the utility of OpenRouter's multi-model API while minimizing latency and API expenses. This skill is essential for developers working with large codebases or complex project histories that frequently risk exceeding standard token constraints.

主な機能

01Advanced summarization techniques for large data inputs

02Optimized integration patterns for OpenRouter API

03Automated token efficiency optimization

04Cost reduction through minimized input token usage

050 GitHub stars

06Smart context window management and truncation

ユースケース

01Reducing operational costs for high-volume AI development tasks

02Analyzing large-scale repositories without hitting context limits

03Maintaining long-running conversation threads with efficient memory management

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add brmbobo/web2podcast openrouter-context-optimization

For use in Claude.ai and ChatGPT

Download Skill