| name | scbe-personal-rag |
| description | Fast-recall knowledge base for SCBE-AETHERMOORE architecture, lore, formulas, file locations, and Issac's design decisions. Query this FIRST before searching the codebase or claiming something doesn't exist. |
SCBE Personal RAG — Fast Recall Index
This skill is Codex's personal knowledge base for the SCBE-AETHERMOORE project. Query it before searching files. If something isn't here, check Notion, then the round-table notes, then the codebase.
RULE: NEVER say something doesn't exist without checking ALL sources:
- This RAG index
- Notion (mcp__notion-sweep__notion_search)
- Round-table notes (notes/round-table/)
- Training data (training/intake/notion/)
- The book (content/book/reader-edition/)
- Obsidian vault (notes/.obsidian/)
- The codebase itself
SACRED TONGUES (Canonical v2.1 — Tutorial Version)
The 6 Tongues
| Code | Name | Domain | Phase | Weight | Freq |
|---|
| KO | Kor'aelin | Nonce/Flow/Intent | 0° | 1.000 | 440 Hz |
| AV | Avali | AAD/Context/I/O | 60° | 1.618 | 712 Hz |
| RU | Runethic | Salt/Binding/Policy | 120° | 2.618 | 1152 Hz |
| CA | Cassisivadan | Ciphertext/Compute | 180° | 4.236 | 1864 Hz |
| UM | Umbroth | Redaction/Security | 240° | 6.854 | 3016 Hz |
| DR | Draumric | Auth Tags/Schema | 300° | 11.090 | 4880 Hz |
KO Canonical Prefixes (Tutorial v2.1)
ka, sil, kor, zar, vel, thul, ra, med, gal, zen, vak, lor, tor, jin, vok, rin
KO Canonical Suffixes (Tutorial v2.1)
a, ae, ei, oth, ar, en, ok, ik, eth, os, ir, im, un, el, ul, al
Tutorial Test Vector
- 0x3c → zar'un (prefixes[3]=zar, suffixes[12]=un)
- 0x5a → thul'ir (prefixes[5]=thul, suffixes[10]=ir)
Source of Truth Priority
- Training data (training/intake/notion/tongues/) — what models are trained on
- Notion tutorials (page 058b4372) — worked examples
- src/tokenizer/ss1.ts — code (synced to v2.1 on 2026-03-20)
- Notion Chapter 4 (page 1b9b084c) — has OLD consonant-cluster version, NOT canonical
WARNING: Multiple Versions Exist
- v1.0: Original (had KO collisions)
- v2.0: Consonant-cluster rewrite (k, kr, kl, kv...) — NOT the canonical one
- v2.1: Tutorial/particle version (ka, sil, kor, zar...) — THIS IS CANONICAL
KEY FORMULAS
Harmonic Wall
H(d, R) = R^(d²)
- d = hyperbolic distance from safe, R = wall radius
- Safe: H=1, Attack: H=billions
Davis Security Score
S(t, i, C, d) = t / (i × C! × (1 + d))
- t=trust, i=interactions, C=context complexity, d=drift
- C! is the factorial moat
PhaseTunnelGate Transmission
T = cos²((β_phase - φ_wall) / 2)
- β = weight matrix spectral phase, φ_wall = governance dial
- T=1 → TUNNEL, T=0 → COLLAPSE
Hyperbolic Distance (L5)
d_H = arcosh(1 + 2||u-v||² / ((1-||u||²)(1-||v||²)))
Langues Metric
L(x, t) = Σ wₗ × exp(βₗ × (dₗ + sin(ωₗt + φₗ)))
- wₗ = phi^n weights, βₗ = scaling, ωₗ = frequency
14-LAYER PIPELINE
| Layer | Function | Key Math |
|---|
| L1-2 | Complex→Real | Realification of context |
| L3-4 | Tongue weighting→Poincaré embed | 6D projection into ball |
| L5 | Hyperbolic distance | arcosh metric |
| L6-7 | Breathing transform + Möbius | Ball oscillation + rotation |
| L8 | Hamiltonian multi-well | 16 polyhedra, energy budgets |
| L9-10 | Spectral + spin coherence | FFT analysis |
| L11 | Triadic temporal distance | Past/present/future check |
| L12 | Harmonic wall | H(d,R) = R^(d²) |
| L13 | Risk decision | ALLOW/QUARANTINE/ESCALATE/DENY |
| L14 | Audio axis telemetry | Harmonic fingerprint logging |
PHDM (Chapter 6 in Notion)
16 Polyhedra as Cognitive Nodes
- Platonic 5 (safe core): Tetrahedron(1.0), Cube(1.2), Octahedron(1.5), Dodecahedron(2.0), Icosahedron(2.5)
- Archimedean 3 (complex reasoning): Semi-regular, multi-vertex
- Kepler-Poinsot 2 (adversarial): Non-convex, spiky, exponential traversal cost
- Specialized 6: Domain-specific
Energy Budget
- Start with 100 units
- Safe path: ~6 units for 4 nodes
- Attack path: 24+ units for 2 nodes (superlinear growth)
- Budget exhausted → reasoning collapses
Dual Lattice
- PROJECT: 6D→3D (static, structural)
- LIFT: 3D→6D (runtime, dynamic)
- Phason shifts rotate projection window without changing topology
DUAL-CORE MEMORY KERNEL (Built 2026-03-20)
Architecture
- GeoKernel (brainstem): Fast decisions, reflexes, immune memory
- MemoryLattice (spinal cord): 7 layers, hash-chained, persistent
- Bridge: Quasi-lattice (icosahedral 6D projection, aperiodic)
7 Memory Layers
- Working (seconds)
- Session (hours)
- Mission (days)
- Identity (permanent — KernelStack)
- Reflex (learned fast-paths, O(1))
- Immune (attack patterns, Bloom filter)
- Dream (offline consolidation)
File: src/kernel/dual_core.py
PHDM model: issdandavis/phdm-21d-embedding (83 categories, numpy weights)
AETHERBROWSER
TriLane Router (Built 2026-03-20)
- Lane 1: HEADLESS (CDP/Playwright) — bulk, parallel
- Lane 2: MCP (Codex-in-Chrome) — interactive
- Lane 3: VISUAL (screenshot + multimodal) — verification
File: src/aetherbrowser/trilane_router.py
Server: src/aetherbrowser/serve.py (port 8002)
Launcher: scripts/launch_aetherbrowser.py
Tests: 24/24 passing
API Endpoints
- POST /v1/browse — execute governed browser task
- GET /v1/browse/classify — classify task intent
- GET /v1/browse/stats — usage statistics
- GET /health — full system status
PHASE TUNNEL → TONGUE MAPPING (from round-table notes)
- Q matrices ≈ DR (Draumric, auth/structure) — high spectral density
- K matrices ≈ RU (Runethic, binding/policy) — near-random spectral
- V matrices ≈ AV (Avali, context/transport) — intermediate
KEY FILE LOCATIONS
Core Systems
- 14-layer pipeline: src/harmonic/pipeline14.ts
- Sacred Tongue tokenizer: src/tokenizer/ss1.ts
- Hyperbolic geometry: src/harmonic/hyperbolic.ts
- Harmonic scaling: src/harmonic/harmonicScaling.ts
- PHDM: src/harmonic/phdm.ts + src/ai_brain/
- Quasi-lattice: src/ai_brain/quasi-space.ts
- Dual lattice: src/ai_brain/dual-lattice.ts
- Phase tunnel: src/aetherbrowser/phase_tunnel.py
- Dual-core kernel: src/kernel/dual_core.py
Lore & Content
- Full novel: content/book/reader-edition/the-six-tongues-protocol-full.md (776KB)
- World bible: docs/WORLDFORGE_TEMPLATE.md (288KB)
- Tech deck: docs/SCBE_TECH_DECK_V5.md (252KB)
- Tongue wiki: training/raw/six_tongues_enhanced_v2.md (144KB)
- Codex: docs/specs/SPIRALVERSE_CANONICAL_LINGUISTIC_CODEX_V1.md
- Interop matrix: docs/specs/SACRED_TONGUE_INTEROP_MATRIX.md
Notion Pages (fetch with mcp__notion-sweep__notion_fetch_page)
- Ch4 Sacred Tongues: 1b9b084c-992b-42d5-b47d-4e411c133c7b
- Ch5 GeoSeal: 857dc65d-d633-4378-b3cf-d33dfc351fed
- Ch6 PHDM: fe67afda-1b30-4712-a905-292fa68133ab
- Ch7 Sacred Eggs: 59ff656a-f0a8-4545-93b4-f04755d550c7
- KO Lexicon: f8eff722-8a75-4a71-b5d0-fa151d78c260
- Complete Reference: b78e6933-0d79-45b1-a887-62337dc144b2
- Tutorial 1: 058b4372-d8c3-4288-b860-7eaa5d1fbe42
- Math Spec: 2d7f96de-82e5-803e-b8a4-ec918262b980
HuggingFace Assets
- Models: scbe-pivot-qwen-0.5b, phdm-21d-embedding, spiralverse-ai-federated-v1, six-tongues-art-lora, scbe-research-bridge-qwen-0.5b
- Datasets: scbe-aethermoore-training-data (primary), scbe-aethermoore-knowledge-base, aethermoor-chat-sft, six-tongues-webtoon-panels, scbe-ops-assets
- User: issdandavis
Voice Assets
- Issac samples: artifacts/voice/issac_voice_sample*.wav (3 takes, up to 94.7s)
- Character voices: artifacts/voice/test_*.wav (marcus, polly, senna, bram, alexander)
- Kokoro model: ~/.kokoro-onnx/kokoro-v1.0.int8.onnx
- Narration output: artifacts/narration/
MONETIZATION ROUTES (Ranked by speed-to-revenue)
- Book on Amazon KDP (LIVE)
- Sacred Data Factory — sell datasets on HF/Gumroad ($29-99 each)
- Governance Starter Kit — bundle docs as Gumroad product ($29-49)
- Pruning Dashboard — PhaseTunnelGate as model optimization ($5K+/audit)
- Safety Wedge API — hosted LatticeGate SaaS ($500-2500/mo)
THE 5 DUALS (from Notion Integration Guide — THE kernel architecture spec)
This is the actual dual-core kernel specification from Notion Chapter 6 Addendum.
Every module must emit BOTH a continuous state vector AND a discrete signed decision.
| Dual | Core 1 (Continuous/Hot) | Core 2 (Discrete/Cold) |
|---|
| State | d_hyp, coherence, spectral, flux, tongue_phase[6] | CapabilityToken with TTL, quorum, signature |
| Decision | Risk' = smooth scalar from L1-L12 | ALLOW / QUARANTINE / DENY at L13 |
| Memory | Negative space (cymatic anti-nodes, geometric shaping) | VoxelKey[X,Y,Z,V,P,S] with payload_hash + sig |
| Consensus | Coherence fields, defect scores (fast layer) | >=4/6 quorum for irreversible actions (slow layer) |
| Channel | Audio axis L14 (rapid anomaly intuition) | Numeric telemetry (spectral centroid, d*, kappa) |
Rule: Continuous governs motion. Quorum governs irreversibility.
KEY SYNTHESIS FROM RESEARCH NOTES (2026-03-20)
Full synthesis at: artifacts/research/round_table_synthesis_20260320.md
Critical findings:
- Sacred Tongues ARE the empirical resonance frequencies in transformer weights (not metaphor)
- Q≈DR (24° delta), K≈RU (2° delta), V≈AV (27° delta) — discovered empirically
- Recursive realification IS the nursery developmental tower
- Mirror health score IS the HP system for research problems
- Davis Formula C! term IS the combinatorial interaction of electron shells
- Thermal silence IS the 7th masquerade detection channel
- GeoSeal concentric rings = memory kernel write gates (exponential cost)
- Sacred Eggs = sealed memory units requiring geometric multi-factor auth
- PHDM quasicrystal = cognitive substrate where thoughts navigate geometrically
ISSAC'S DESIGN PHILOSOPHY
- "Just have fun with it" — prefers autonomous creative work
- Build specialist models, not one monolith
- Pre-map to harmonic frequencies, fire asynchronously
- Like neurons — don't know the whole picture, coordinate through resonance
- "You can only expect so much of a tool" — plan multilaterally, execute in parallel
- Revenue is always the priority
- Local-first, API credits only for heavy stuff
- The system should get stronger from attacks (immune flywheel)
