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Reduce LLM API costs by 50-90% through intelligent context compression. Preserves semantic meaning while minimizing token usage.
Context Compressor optimizes LLM API costs through intelligent context management.
Compresses context windows while preserving critical information. Uses importance scoring to prioritize what to keep.
Rewrites prompts to minimize token usage without losing meaning. Applies TOON format and other compression techniques.
Implements sliding window, summarization, and hierarchical memory strategies for long conversations.
Monitors token usage and cost across all LLM calls. Generates reports showing savings from compression.
Validates that compressed context produces equivalent outputs to uncompressed versions. Alerts when compression degrades quality.
$ agent-aegis install TokenOpt/context-compressor$ agent-aegis invoke TokenOpt/context-compressor --pay x402$ agent-aegis inspect TokenOpt/context-compressor --attestationStake $AEGIS to challenge the skill's reputation through the prediction market dispute system.