When is the best time to trigger this skill?

Use it during intensive coding sessions, when working within tight token limits, or when you prefer concise, no-nonsense technical documentation.

How many tokens can I save with Response Compression?

Users typically save between 150-350 tokens per response by removing conversational fluff, unnecessary framing, and redundant summaries.

Will I lose critical information or safety warnings?

No. The skill is configured to always preserve safety warnings, technical precision (like error messages), and necessary context for destructive operations.

Does this skill make the AI response rude?

No. The goal is information density, not coldness. It prioritizes technical context and useful information over rapport-building filler and encouraging padding.

Response Compression

Name: Response Compression
Author: Ven0m0

byVen0m0

0•

Productivity & Workflow

Optimizes AI responses by eliminating linguistic bloat, filler words, and unnecessary framing to maximize token efficiency and speed.

The Response Compression skill transforms Claude's communication into a high-density, direct format by stripping away conversational filler, decorative emojis, and hedging language. It is designed for developers and power users who need to reduce latency and lower token costs while maintaining technical precision. By enforcing strict termination rules and directness guidelines, this skill ensures that every generated token adds value, saving an estimated 150-350 tokens per interaction without sacrificing safety or clarity.

Key Features

01Removes unnecessary framing, transitions, and repetitive closing summaries.

02Strips decorative emojis and conversational filler words like 'simply' or 'basically'.

03Enforces strict termination rules to stop the response immediately after delivering value.

040 GitHub stars

05Eliminates hedging language and marketing hype to provide factual, direct statements.

06Preserves critical status indicators, error messages, and safety warnings.

Use Cases

01Speeding up development cycles by receiving direct answers without conversational fluff.

02Reducing token consumption in high-volume automated development workflows.

03Optimizing long-running context windows by keeping interaction history lean.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ven0m0/claude-config response-compression

For use in Claude.ai and ChatGPT

Download Skill