lean-ctx 3.6.2

Context Runtime for AI Agents with CCP. 51 MCP tools, 10 read modes, 60+ 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
// ---------------------------------------------------------------------------
// Domain: Compression
// ---------------------------------------------------------------------------
pub mod adaptive_chunking;
pub mod codebook;
pub mod compression_safety;
pub mod compressor;
pub mod entropy;
pub mod information_bottleneck;
pub mod pop_pruning;
pub mod preservation;
pub mod process_guard;
pub mod progressive_compression;
pub mod rabin_karp;
pub mod rules_canonical;
pub mod structural_tokenizer;

/// Convenience re-export: all compression-related modules.
pub mod compression {
    pub use super::adaptive_chunking;
    pub use super::codebook;
    pub use super::compression_safety;
    pub use super::compressor;
    pub use super::entropy;
    pub use super::information_bottleneck;
    pub use super::pop_pruning;
    pub use super::preservation;
    pub use super::progressive_compression;
    pub use super::rabin_karp;
    pub use super::structural_tokenizer;
}

// ---------------------------------------------------------------------------
// Domain: Memory
// ---------------------------------------------------------------------------
pub mod episodic_memory;
pub mod memory_boundary;
pub mod memory_consolidation;
pub mod memory_guard;
pub mod memory_lifecycle;
pub mod memory_policy;
pub mod procedural_memory;
pub mod prospective_memory;

/// Convenience re-export: all memory-related modules.
pub mod memory {
    pub use super::episodic_memory;
    pub use super::memory_boundary;
    pub use super::memory_consolidation;
    pub use super::memory_lifecycle;
    pub use super::memory_policy;
    pub use super::procedural_memory;
    pub use super::prospective_memory;
}

// ---------------------------------------------------------------------------
// Domain: Graph
// ---------------------------------------------------------------------------
pub mod call_graph;
pub mod community;
pub mod gamma_cover;
pub mod graph_context;
pub mod graph_enricher;
pub mod graph_export;
pub mod graph_features;
pub mod graph_index;
pub mod graph_provider;
pub mod pagerank;
pub mod property_graph;

/// Convenience re-export: all graph-related modules.
pub mod graph {
    pub use super::call_graph;
    pub use super::community;
    pub use super::gamma_cover;
    pub use super::graph_context;
    pub use super::graph_enricher;
    pub use super::graph_export;
    pub use super::graph_features;
    pub use super::graph_index;
    pub use super::graph_provider;
    pub use super::pagerank;
    pub use super::property_graph;
}

// ---------------------------------------------------------------------------
// Domain: Context
// ---------------------------------------------------------------------------
pub mod context_artifacts;
pub mod context_compiler;
pub mod context_deficit;
pub mod context_field;
pub mod context_handles;
pub mod context_ir;
pub mod context_ledger;
pub mod context_os;
pub mod context_overlay;
pub mod context_package;
pub mod context_policies;
pub mod context_proof;
pub mod context_proof_v2;
pub mod context_radar;

/// Convenience re-export: all context-related modules.
pub mod context {
    pub use super::context_artifacts;
    pub use super::context_compiler;
    pub use super::context_deficit;
    pub use super::context_field;
    pub use super::context_handles;
    pub use super::context_ir;
    pub use super::context_ledger;
    pub use super::context_os;
    pub use super::context_overlay;
    pub use super::context_package;
    pub use super::context_policies;
    pub use super::context_proof;
    pub use super::context_proof_v2;
}

// ---------------------------------------------------------------------------
// Domain: Knowledge
// ---------------------------------------------------------------------------
pub mod claim_extractor;
pub mod knowledge;
pub mod knowledge_bootstrap;
pub mod knowledge_embedding;
pub mod knowledge_relations;

/// Convenience re-export: all knowledge-related modules.
pub mod knowledge_domain {
    pub use super::claim_extractor;
    pub use super::knowledge;
    pub use super::knowledge_bootstrap;
    pub use super::knowledge_embedding;
    pub use super::knowledge_relations;
}

// ---------------------------------------------------------------------------
// Domain: Search & Retrieval
// ---------------------------------------------------------------------------
pub mod bm25_index;
pub mod dense_backend;
pub mod embedding_index;
pub mod embeddings;
pub mod hybrid_search;
#[cfg(feature = "qdrant")]
pub mod qdrant_store;
pub mod semantic_cache;
pub mod semantic_chunks;
pub mod splade_retrieval;

/// Convenience re-export: all search-related modules.
pub mod search {
    pub use super::bm25_index;
    pub use super::dense_backend;
    pub use super::embedding_index;
    pub use super::embeddings;
    pub use super::hybrid_search;
    pub use super::semantic_cache;
    pub use super::semantic_chunks;
    pub use super::splade_retrieval;
}

// ---------------------------------------------------------------------------
// Domain: Session & Handoff
// ---------------------------------------------------------------------------
pub mod ccp_session_bundle;
pub mod handoff_ledger;
pub mod handoff_transfer_bundle;
pub mod session;
pub mod session_diff;

/// Convenience re-export: all session-related modules.
pub mod session_domain {
    pub use super::ccp_session_bundle;
    pub use super::handoff_ledger;
    pub use super::handoff_transfer_bundle;
    pub use super::session;
    pub use super::session_diff;
}

// ---------------------------------------------------------------------------
// Domain: Attention & Placement
// ---------------------------------------------------------------------------
pub mod attention_layout_driver;
pub mod attention_model;
pub mod attention_placement;
pub mod litm;

/// Convenience re-export: all attention-related modules.
pub mod attention {
    pub use super::attention_layout_driver;
    pub use super::attention_model;
    pub use super::attention_placement;
    pub use super::litm;
}

// ---------------------------------------------------------------------------
// Domain: Neural / ML
// ---------------------------------------------------------------------------
pub mod neural;

// ---------------------------------------------------------------------------
// Domain: Patterns & Shell
// ---------------------------------------------------------------------------
pub mod patterns;

// ---------------------------------------------------------------------------
// Domain: Agents & A2A
// ---------------------------------------------------------------------------
pub mod a2a;
pub mod a2a_transport;
pub mod agents;
pub mod autonomy_drivers;

// ---------------------------------------------------------------------------
// Domain: Adaptive & Scoring
// ---------------------------------------------------------------------------
pub mod adaptive;
pub mod adaptive_mode_policy;
pub mod adaptive_thresholds;
pub mod bandit;
pub mod mode_predictor;
pub mod task_relevance;

// ---------------------------------------------------------------------------
// Domain: Diagnostics & Quality
// ---------------------------------------------------------------------------
pub mod anomaly;
pub mod benchmark;
pub mod cognitive_load;
pub mod contracts;
pub mod cyclomatic;
pub mod degradation_policy;
pub mod loop_detection;
pub mod output_verification;
pub mod quality;
pub mod safety_needles;
pub mod setup_report;
pub mod slo;
pub mod slow_log;
pub mod smells;
pub mod surprise;
pub mod verification_observability;

// ---------------------------------------------------------------------------
// Domain: Config & Infrastructure
// ---------------------------------------------------------------------------
pub mod binary_detect;
pub mod bounce_tracker;
pub mod budget_tracker;
pub mod budgets;
pub mod cache;
pub mod cli_cache;
pub mod client_capabilities;
pub mod client_constraints;
pub mod config;
pub mod consolidation_engine;
pub mod data_dir;
pub mod error;
pub mod events;
pub mod evidence_ledger;
pub mod feedback;
pub mod filters;
pub mod gain;
pub mod gotcha_tracker;
pub mod hasher;
pub mod heatmap;
pub mod home;
pub mod import_resolver;
pub mod index_namespace;
pub mod index_orchestrator;
pub mod instruction_compiler;
pub mod integrity;
pub mod intent_engine;
pub mod intent_protocol;
pub mod intent_router;
pub mod io_boundary;
pub mod jsonc;
pub mod language_capabilities;
pub mod limits;
pub mod llm_feedback;
pub mod logging;
pub mod mcp_manifest;
pub mod mdl_selector;
pub mod pathutil;
pub mod pipeline;
pub mod portable_binary;
pub mod profiles;
pub mod project_hash;
pub mod protocol;
pub mod provider_cache;
pub mod providers;
pub mod redaction;
pub mod roles;
pub mod route_extractor;
pub mod sandbox;
pub mod sanitize;
pub mod startup_guard;
pub mod stats;
pub mod structural_diff;
pub mod symbol_map;
pub mod task_briefing;
pub mod tdd_schema;
pub mod telemetry;
pub mod terse;
pub mod theme;
pub mod tokenizer_translation_driver;
pub mod tokens;
pub mod tool_lifecycle;
pub mod updater;
pub mod version_check;
pub mod workflow;
pub mod workspace_config;
pub mod wrapped;

// ---------------------------------------------------------------------------
// Feature-gated modules
// ---------------------------------------------------------------------------
pub mod archive;
pub mod archive_fts;
pub mod artifact_index;
pub mod artifacts;
pub mod buddy;
#[cfg(feature = "tree-sitter")]
pub mod chunks_ts;
pub mod deep_queries;
pub mod deps;
pub mod editor_registry;
pub mod pathjail;
pub mod signatures;
#[cfg(feature = "tree-sitter")]
pub mod signatures_ts;