AIR is a toolkit for optimizing tool outputs for AI consumption by filtering noise before it enters the context window.
From the registry: AI-optimized tool output compression for read, grep, diff, bash, test, web, search, and more
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AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Persistent codebase knowledge graph. Survives session restarts and context compaction.
A powerful toolkit for coding, providing semantic retrieval and editing capabilities.