Overview
Compresses long prompts with local rules plus an optional intelligent pass — same intent, fewer tokens, lower API cost for ChatGPT, Claude, Gemini and others.
Problem
Verbose prompts waste a large share of input tokens, increasing cost, latency and context pressure.
Solution
Strip waste while keeping meaning so builders and students pay for signal, not noise.
Key features
- Local rules + optional intelligent compression
- Works with major LLM providers
- Reduces token waste without diluting intent