How much context can I save using this skill?

Users typically see a 40% to 80% reduction in token count depending on the verbosity of the original text, significantly extending your available context window.

Does the compression lose important technical details?

No, the skill follows strict rules to preserve all semantic information and technical requirements while only removing redundant filler words and conversational prose.

When is the best time to use the Context Compressor?

It is most effective when your context window is filling up, when requirements are buried in long messages, or when you need to document a complex decision compactly.

Is the output human-readable?

Yes, the resulting pseudo-code uses a function-like syntax that is highly structured and often easier for developers to scan than long paragraphs of text.

Context Compressor

Name: Context Compressor
Author: EladAriel

byEladAriel

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Productivity & Workflow

Compresses verbose natural language requirements into token-efficient, structured pseudo-code to optimize AI context window usage.

The Context Compressor skill streamlines the development workflow by transforming long-winded project descriptions and requirements into a compact, function-call syntax. By stripping away filler words and organizing information into logical objects and parameters, it achieves significant token reduction—often exceeding 50%—allowing developers to maintain high-density information within Claude's context window without losing semantic meaning or technical precision.

Key Features

01Automated conversion of prose into structured pseudo-code

02Logical grouping of related parameters into nested objects

03Semantic preservation of technical requirements and schemas

04Real-time compression statistics to track token efficiency

05Significant token savings through intelligent filler word removal

062 GitHub stars

Use Cases

01Summarizing long requirement documents to fit within model context limits

02Creating concise snapshots of technical decisions and project states

03Translating complex user stories into actionable technical specifications

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add eladariel/pseudo-code-prompting-plugin context-compressor

For use in Claude.ai and ChatGPT

Download Skill