lean-ctx 3.9.18

Context Runtime for AI Agents with CCP. 71 MCP tools, 10 read modes, 95+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24+ AI tools. Reduces LLM token consumption by up to 99%.
Documentation 
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//! Behavioral Verbosity Learning (F10) — adaptive compression recommendations.
//!
//! Learns optimal compression levels from agent behavioral signals.

mod recommender;
mod runtime;
mod signals;
mod transcript;

pub use recommender::VerbosityProfile;
pub(crate) use recommender::recommend_level;
pub(crate) use runtime::auto_apply_happened;
pub(crate) use runtime::recommended_compression;
pub(crate) use runtime::record_tool_call;
#[cfg(test)]
pub(crate) use signals::BehaviorSignal;
pub(crate) use signals::extract_signals;
pub(crate) use transcript::TranscriptEntry;
#[cfg(test)]
pub(crate) use transcript::analyze_transcript;