Module context_kernel 

Context Control Kernel — unified orchestration over all context stores.

Modules

a2a_fixes

Standalone fixes for avoidable agent-to-agent context overhead.

accounting_fix

Honest token accounting after all delivery-time additions.

activation

Kernel activation configuration and receipt-driven feedback wiring.

activation_e2e

adaptive_bridge

Adaptive compression signals exposed through the Context Kernel.

adaptive_hook

Adapts kernel compression advice from observed context-read bounces.

airgap_e2e

attribution

Receipt-based savings attribution for Context Kernel providers.

bench

bounded

Bounded stores, queues, and circuit breakers for kernel HA.

bridge

Runtime integration helpers for the Context Control Kernel.

bridge_e2e

End-to-end conformance tests for the proxy-to-kernel bridge.

capsule_wire

Wire types for transferring reference-only context between agents.

client_e2e

End-to-end conformance tests for the client intelligence layer.

client_profile

Client capability and efficiency profiles.

client_wiring

Request-scoped wiring for client profiles, identity, and live ETPAO metrics.

config_bridge

Bridge between the main lean-ctx configuration and Context Kernel features.

conformance

context_broker

Client-adaptive selection of tools, context, and output representation.

context_dedup

Content deduplication for context delivered to language models.

coverage_class

Coverage classification and capability detection for client integrations.

ctx_read_dedup

Thin content-deduplication bridge for the ctx_read hot path.

dashboard_report

Structured dashboard reporting across Context Kernel subsystems.

dedup_wiring

Global content-deduplication wiring for context delivery hot paths.

degradation

Kernel degradation levels and fallback planning.

enforce

Kernel policy enforcement modes.

envelope_bridge

Bridges canonical provider usage into kernel evidence and aggregate statistics.

envelope_e2e

End-to-end conformance tests for the R25 evidence pipeline.

envelope_wiring

Activation wiring for the kernel evidence pipeline.

etpao

Effective tokens per accepted outcome metrics.

etpao_live

Live Effective Tokens Per Accepted Outcome (ETPAO) measurement.

evidence_hook

Thin evidence-recording hooks for tool and proxy hot paths.

evidence_wiring

Dispatch-aware evidence recording for MCP tools and proxy requests.

feedback

Outcome feedback collection for Context Kernel learning.

feedback_e2e

health

Aggregated Context Kernel health reporting.

health_api

Enhanced health dashboard for the Context Kernel.

hotpath_wiring

Unified Context Kernel integration for tool hot-paths.

identity

Identity and cost-center attribution for context-kernel requests.

identity_resolver

Header-based caller identity resolution.

integration_e2e

invalidation

Invalidation propagation across kernel plans, receipts, and candidates.

kernel_config

Central runtime configuration for Context Kernel features.

knowledge_health

Privacy-safe health and efficiency views for project knowledge stores.

learning

Receipt-driven learning for Context Kernel provider weights.

list_tools_opt

Hot-path bridge for MCP list-tools schema optimization.

live_dashboard

Aggregated live metrics for dashboard consumers.

mcp_bridge

Unified integration between MCP clients and the context kernel.

mcp_coverage

MCP-specific client coverage detection and efficiency profiles.

mcp_e2e

End-to-end conformance tests for the MCP-to-kernel bridge.

mcp_receipt

Receipt recording and honest accounting for MCP tool calls.

mcp_schema_opt

MCP tool-schema compression and budget enforcement.

multi_agent_e2e

orchestrator

Candidate orchestration, scoring, and feedback artifacts for the context kernel.

outcome_signal

Outcome quality signals inferred from observable LLM behavior.

perf_benchmark

policy

Context policy filtering for the Context Kernel.

policy_engine

Hierarchical policy decisions for Context Kernel requests.

production_e2e

End-to-end tests for production Context Kernel activation.

provider_display

Dashboard and CLI formatting for per-provider token statistics.

provider_metrics_e2e

provider_parity

Provider detection and provider-neutral usage normalization.

provider_traces

providers

Built-in candidate providers for the context control kernel.

proxy_bridge

Unified bridge between raw proxy requests and context-kernel services.

quality_e2e

Quality and integration end-to-end conformance tests.

receipt_chain

Evidence chain for context delivery lifecycles.

recovery

Kernel state serialization, snapshots, and recovery.

response_evidence

Response-token evidence recorded at tool output boundaries.

result_fusion

Fusion of child-agent results into one attributed report.

schema_wiring

Wiring between MCP tool registries and kernel schema optimization.

shadow

Shadow logging for Context Kernel plans and receipts.

smoke_test

startup

Context Kernel startup initialization and status reporting.

stream_controller

Delta tracking for append-oriented content streams.

token_envelope

Provider-neutral token usage representation.

tool_surface

Budget-aware reduction of tool schemas exposed to clients.

types

Shared types for the Context Control Kernel.

usage_normalizer

Session-level aggregation for canonical token envelopes.

wiring_e2e

End-to-end conformance tests for request identity and client wiring.