juyterman1000 / entroly

What it does

• Picks first, shrinks second. it works out which files actually answer your question, *then* compresses them.
• Gives you the original back, exactly. anything left out can be restored character-for-character and checked against a fingerprint.
• Shows its work. a receipt for every decision: what was kept, what was left out and why, and what risk remains.
• Fact-checks answers. compares what the AI said against the evidence it was given, on your machine, without paying for a second AI call.
• Doesn't wreck your caching. keeps the unchanging parts of your prompt stable so your provider's discount for repeated text still applies.