[FEATURE]: Context Compact Ratio

Instead of clearing almost complete context, let users set how much prior context to retain from the last few messages.

Or

Simply compact 50% so it has somewhat idea of what we where talking about and the compact only writes about what was lost.

This issue might be a duplicate of existing issues. Please check:

Feature Request: Configurable Context Compaction Threshold #11314: Feature Request: Configurable Context Compaction Threshold — requests user-configurable compaction threshold, closely related to setting a compact ratio
Feature: Configurable compaction threshold and model (global + per-model) #11930: Feature: Configurable compaction threshold and model (global + per-model) — requests configurable compaction threshold per model
Feature Request: Configurable context limit and auto-compaction threshold #8140: Feature Request: Configurable context limit and auto-compaction threshold — requests configurable context limit and compaction threshold

If your request is meaningfully different from these, please clarify how it differs so maintainers can evaluate it separately.

To stay organized issues are automatically closed after 60 days of no activity. If the issue is still relevant please open a new one.

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