context-compression
Context Compression Strategies
When agent sessions generate millions of tokens, compression becomes mandatory. Optimize for tokens-per-task (total tokens to complete a task), not tokens-per-request.
Compression Approaches
1. Anchored Iterative Summarization (Recommended)
- Maintain structured summaries with explicit sections
- On compression, summarize only newly-truncated content
- Merge with existing summary instead of regenerating
- Structure forces preservation of critical info
2. Opaque Compression
- Highest compression ratios (99%+)
- Sacrifices interpretability
- Cannot verify what was preserved
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