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Let it Think. Less Talk.
Engineers think at $500/hr. Technicians explain at $50/hr.
Compression/Decompression Flow via cheap models.
LIVE DEMO
Insert Your Prompt : 0 / 1500
Output capped ~1000 tokens. Compressor/Decompressor: Cheap Model (Haiku/Flash-Lite)
THINKING MODEL
How It Works
1
Compress Prompt
🧠
Send to Expensive Model
2
Compressed Output
3
Decompress
▼ Compressed Prompt (Step 1)
Waiting for prompt...
▼ Compressed Response (Step 2)
Waiting for compressed response...
⚡ TokenRaze Savings
Input tokenswaiting...
Compressed responsewaiting...
Decompressed responsewaiting...
Output tokens savedwaiting...
TOTAL SAVEDwaiting...
Token usagewaiting...
Estimated savings
waiting...
(Opus 4.6 pricing)
Your Decompressed Response (Step 3)
Waiting for decompressed response...
Compressor: Thinker: Decompressor:
Manual Flow — Using your Subscription
1
Compress your prompt below. Optional if your prompt is short and direct. For prompts over 1500 chars, use Haiku with the compress.txt system prompt from GitHub.
2
Paste the compressed prompt into your expensive model (Claude, GPT, Gemini Pro). Include the think.txt system prompt so the model compresses its output. Get it on GitHub.
3
Copy the compressed response and decompress it below.For longer outputs (over 2000 chars), use Haiku with the decompress.txt system prompt / project instructions from GitHub. FOR CODE: Add the CODE_LEAN EXTENSION extensions/code_lean.ext to the project / system prompt
4
Continue the conversation: paste your follow-up into Step 1 (or type directly if short), compress, send to expensive model, decompress. Rinse and repeat.
Step 1 — Compress
Paste your prompt.
0 / 1500
Compressed Output
Waiting...
Important: Paste the compressed prompt into Opus 4.6 / expensive model with the think.txt (plus code_dress ext for code) in the docs as its system prompt.
Step 3 — Decompress
Paste the compressed response from Opus 4.6 / expensive model.
0 / 2000 using
Decompressed Output
Waiting...
0 chars
⚠ IMPORTANT: You need to add CODE_LEAN text to the system prompt/project instructions to compress the code outpu in OPUS 4.6 / expensive model code_lean.txt
SEE DOC ↗
🚀 Chrome Extension
Coming soon. Compress & decompress directly inside Claude.
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