What it does
Recent messages are protected, and ordinary summarization takes over when filtering alone cannot make enough room.
Agent tooling
fast-compaction-dsh
Trims old DeepSeek Harness tool exchanges by keeping them whole, reducing them to excerpts or removing them.
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How you can use it
Ask a developer to install this for your coding assistant. It automatically asks AI two questions: should the assistant remember an old action, and should it keep the full result? This can keep a record of a file read without keeping pages of output. Recent messages stay protected, but AI choices may still lose useful information.
This project's judging uses an outside AI service. Conversation text is sent there to help decide what remains.