Modules§
- a2a
- adaptive
- adaptive_
mode_ policy - adaptive_
thresholds - agents
- anomaly
- Anomaly detection using Welford’s online algorithm for running mean/variance and triggering alerts at >3x standard deviation.
- archive
- artifact_
index - artifacts
- attention_
layout_ driver - attention_
model - Heuristic attention prediction model for LLM context optimization.
- autonomy_
drivers - bandit
- benchmark
- bm25_
index - buddy
- budget_
tracker - Runtime budget tracking against role limits.
- budgets
- cache
- call_
graph - ccp_
session_ bundle - chunks_
ts - Tree-sitter AST-aware code chunking for semantic search.
- cli_
cache - client_
constraints - codebook
- compression_
safety - compressor
- config
- consolidation_
engine - context_
artifacts - context_
compiler - Context Compiler – builds minimal context packages under budget constraints.
- context_
deficit - context_
field - Context Field Theory (CFT) – unified potential function for context items.
- context_
handles - Context Handles – sparse, lazy references to context items.
- context_
ir - context_
ledger - context_
os - context_
overlay - Reversible context overlays — user/policy manipulations that modify context items without changing source files (“synaptic modulation”).
- context_
package - context_
policies - Context Policy Engine – declarative rules for context governance.
- context_
proof - contracts
- data_
dir - deep_
queries - Tree-sitter deep queries for extracting imports, call sites, and type definitions.
- degradation_
policy - dense_
backend - deps
- editor_
registry - embedding_
index - Persistent, incremental embedding index.
- embeddings
- Embedding engine for semantic code search.
- entropy
- episodic_
memory - Episodic Memory — persistent cross-session experiences with outcomes.
- error
- events
- evidence_
ledger - feedback
- filters
- gain
- gotcha_
tracker - graph_
context - Graph-driven context loading — automatically includes related files based on Property Graph proximity and token budgeting.
- graph_
enricher - Unified Graph Enricher — indexes Git history, tests, and knowledge into the PropertyGraph.
- graph_
export - graph_
index - graph_
provider - handoff_
ledger - handoff_
transfer_ bundle - heatmap
- home
- hybrid_
search - Hybrid search combining BM25 (lexical) with dense vector search.
- import_
resolver - Import-to-file resolution (AST-driven import strings → project paths).
- index_
namespace - index_
orchestrator - instruction_
compiler - integrity
- Build-origin integrity verification and rebrand resistance.
- intent_
engine - intent_
protocol - intent_
router - io_
boundary - jsonc
- knowledge
- knowledge_
bootstrap - knowledge_
embedding - Embedding-based Knowledge Retrieval for
ctx_knowledge. - knowledge_
relations - language_
capabilities - limits
- litm
- llm_
feedback - logging
- loop_
detection - mcp_
manifest - memory_
boundary - memory_
lifecycle - Memory Lifecycle Management — consolidation, decay, compaction, archival.
- memory_
policy - mode_
predictor - neural
- Neural context compression — trained models replacing heuristic filters.
- output_
verification - pathjail
- pathutil
- patterns
- pipeline
- Context Pipeline
- pop_
pruning - portable_
binary - preservation
- procedural_
memory - Procedural Memory — recurring workflow detection and template storage.
- profiles
- Context Profiles
- project_
hash - property_
graph - Property Graph Engine — SQLite-backed code knowledge graph.
- prospective_
memory - protocol
- provider_
cache - Provider caching awareness — helps LLM providers cache repeated context.
- providers
- quality
- rabin_
karp - redaction
- roles
- Role-based access control for agent governance.
- route_
extractor - safety_
needles - sandbox
- sanitize
- semantic_
cache - semantic_
chunks - Semantic Chunking with Attention Bridges.
- session
- session_
diff - Session diffing — structured comparison of two session states.
- setup_
report - signatures
- signatures_
ts - slo
- Context SLOs — configurable service level objectives for context metrics.
- slow_
log - startup_
guard - stats
- surprise
- Predictive Surprise Scoring — conditional entropy relative to LLM knowledge.
- symbol_
map - task_
briefing - task_
relevance - tdd_
schema - telemetry
- Telemetry and metrics collection following OpenTelemetry GenAI conventions.
- theme
- tokenizer_
translation_ driver - tokens
- tool_
lifecycle - Shared tool lifecycle — ensures CLI and MCP paths have identical side effects.
- updater
- verification_
observability - version_
check - workflow
- workspace_
config - wrapped