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context-optimization - Optimize AI Agent Context with Compression, Masking, Caching

Extend effective context capacity through compression, masking, caching, and partitioning techniques

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Updated: 2026-02-23

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • compact message history
  • mask tool observations
  • optimize KV-cache
  • partition context
  • monitor token usage
  • generate summaries
  • store observations

Inputs

  • agent context
  • tool outputs
  • message history
  • document content
  • KV-cache data

Outputs

  • compressed context
  • masked observations
  • optimized cache
  • partitioned sub-contexts
  • token usage reports

Requirements

  • context length approaching limits
  • token utilization monitoring
  • KV-cache enabled environment
  • observation storage mechanism

Source

  • Spec: SKILL.md

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context-management
token-optimization
performance
memory-efficiency
AI-scaling
compact message history
mask tool observations
optimize KV-cache
partition context
agent context
tool outputs
message history
compressed context
masked observations
optimized cache