Brainstorm Stack (session integration)

One hub for every brainstorm feature wired in this chat into _AugmentedIntelligence.

Hub: _BrainstormIntegrations · Entry: integrate stack
Related: BrainstormIntegrations.md · ChatSession-Features.md

One-command surface

integrate stack              # InitBrainstormStack + integrate all + stack selftest
integrate stack-status       # One-screen status of all stack modules
integrate stack-test         # Smoke tests (ethics, legal, math, PDE, kernel, location, typing, trees)
integrate init-stack         # Idempotent init only
integrate all                # Discovery + portal + graphs + cutlass + stack init
integrate status|doctor|lua

Lua:

integrate_init_stack()
integrate_stack_status()
integrate_stack_test()
integrate_stack()            -- full IntegrateBrainstormStack
ai_kernel_status()
ai_npu_status()

Script: lua_scripts/Brainstorm-Integrations.lua (also runs stack status/test when bindings exist).

Module map

Architecture graph nodes for the stack are emitted by graphs architecture / graphs export (includes ethics, legal, kernel, npu, math fields, PDE, trees, simpletext, location, typing, game mods).

Init order (InitBrainstormStack)

Idempotent. Called by integrate all, integrate stack, and stack status/test:

1. EthicsGood · LegalShield · SimpleTextBank
2. ThoughtDecisionTrees · MathNNMathFields · WindowsLocation · Typing
3. NpuRuntime · KernelHub
4. MathDEFeatures · GameModBridge
5. MySQLAIFeatures · CorpusFeatures · SemanticVectors
6. DomainLLMBridge · BridgeCommandRecorder · CutlassAccel

Stack selftest checks

integrate stack-test (and the end of integrate stack) asserts roughly:

NPU + Kernel façades

NPU (npu)

• Probe via AI_NPU_ENABLE, AI_NPU_EP=directml|openvino|qnn, AI_REMOTE_NPU_HOST.
• MatMul always correct today via host AVX GEMM until ORT/DML/OpenVINO is linked.
• Remote host config is reserved for a future tools/remote_npu_worker.py worker.

KernelHub (kernel)

• Routes GEMM: CPU (MatrixAcceleration) · GPU/TF32 (CutlassAccel) · NPU → NpuRuntime fallback.
• kernel set precision tf32 mirrors cutlass TF32.
• kernel catalog lists live + planned ops (attention, layernorm, PDE stencils, …).

npu doctor
kernel catalog
kernel gemm cpu 128
kernel set precision tf32
cutlass check 64

Game mods (Skyrim / Fallout / Civ)

UDP adapters under GameModBridge + packages in game_mods/ (see GameModBridges.md).
Stack init calls _GameModBridge::Init(); no live game process required for status.

Safety defaults

Quick verification

integrate init-stack
integrate stack-status
integrate stack-test
integrate stack
kernel status
npu status
ethics good creed
legal status
tree selftest
nn math fields
graphs architecture

Expect stack_selftest pass=… fail=0 on a healthy build.