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| 1 | +<!-- SPDX-License-Identifier: PMPL-1.0-or-later --> |
| 2 | +<!-- TOPOLOGY.md — Project architecture map and completion dashboard --> |
| 3 | +<!-- Last updated: 2026-02-19 --> |
| 4 | + |
| 5 | +# Neural Foundations — Project Topology |
| 6 | + |
| 7 | +## System Architecture |
| 8 | + |
| 9 | +``` |
| 10 | + ┌─────────────────────────────────────────┐ |
| 11 | + │ AI DEVELOPER │ |
| 12 | + │ (Research, Logic, Systems) │ |
| 13 | + └───────────────────┬─────────────────────┘ |
| 14 | + │ |
| 15 | + ▼ |
| 16 | + ┌─────────────────────────────────────────┐ |
| 17 | + │ NEURAL FOUNDATIONS HUB │ |
| 18 | + │ │ |
| 19 | + │ ┌───────────┐ ┌───────────────────┐ │ |
| 20 | + │ │ Foundation│ │ Agentic Systems │ │ |
| 21 | + │ │ Models │ │ (Multi-Agent, │ │ |
| 22 | + │ │ (LLM-Unify│ │ AI Control) │ │ |
| 23 | + │ └─────┬─────┘ └────────┬──────────┘ │ |
| 24 | + │ │ │ │ |
| 25 | + │ ┌─────▼─────┐ ┌────────▼──────────┐ │ |
| 26 | + │ │ Neuro- │ │ Shared Context │ │ |
| 27 | + │ │ symbolic │ │ Primitives │ │ |
| 28 | + │ │ (ESN, LSM)│ │ │ │ |
| 29 | + │ └─────┬─────┘ └───────────────────┘ │ |
| 30 | + └────────│────────────────────────────────┘ |
| 31 | + │ |
| 32 | + ▼ |
| 33 | + ┌─────────────────────────────────────────┐ |
| 34 | + │ SATELLITE REPOSITORIES │ |
| 35 | + │ ┌───────────┐ ┌───────────┐ ┌───────┐│ |
| 36 | + │ │ llm-unify │ │ conative- │ │ echidna││ |
| 37 | + │ └───────────┘ └───────────┘ └───────┘│ |
| 38 | + │ ┌───────────┐ ┌───────────┐ ┌───────┐│ |
| 39 | + │ │ neurophone│ │ elegant- │ │ esn/lsm││ |
| 40 | + │ └───────────┘ └───────────┘ └───────┘│ |
| 41 | + └───────────────────┬─────────────────────┘ |
| 42 | + │ |
| 43 | + ▼ |
| 44 | + ┌─────────────────────────────────────────┐ |
| 45 | + │ APPLICATION ECOSYSTEM │ |
| 46 | + │ (poly-mcps, oikos, dashboard) │ |
| 47 | + └─────────────────────────────────────────┘ |
| 48 | +
|
| 49 | + ┌─────────────────────────────────────────┐ |
| 50 | + │ REPO INFRASTRUCTURE │ |
| 51 | + │ Justfile / Rust .machine_readable/ │ |
| 52 | + │ Julia / ReScript 0-AI-MANIFEST.a2ml │ |
| 53 | + └─────────────────────────────────────────┘ |
| 54 | +``` |
| 55 | + |
| 56 | +## Completion Dashboard |
| 57 | + |
| 58 | +``` |
| 59 | +COMPONENT STATUS NOTES |
| 60 | +───────────────────────────────── ────────────────── ───────────────────────────────── |
| 61 | +CORE FOUNDATIONS |
| 62 | + Foundation Models (Hub) ██████████ 100% LLM-Unify architecture stable |
| 63 | + Agentic Systems ████████░░ 80% Control mechanisms refining |
| 64 | + Neurosymbolic Blocks ██████████ 100% ESN/LSM primitives verified |
| 65 | + Semantic Primitives ██████░░░░ 60% Knowledge extraction active |
| 66 | +
|
| 67 | +ECOSYSTEM SATELLITES |
| 68 | + echidna (Theorem Prover) ██████████ 100% 30 backends operational |
| 69 | + neurophone (Mobile AI) ████████░░ 80% SNN integration active |
| 70 | + conative-gating ██████████ 100% Inhibitory SLM stable |
| 71 | + llm-unify-core ██████████ 100% Shared types stable |
| 72 | +
|
| 73 | +REPO INFRASTRUCTURE |
| 74 | + Justfile Automation ██████████ 100% Standard build tasks |
| 75 | + .machine_readable/ ██████████ 100% STATE tracking active |
| 76 | + Language Policy (CCCP) ██████████ 100% RSR stack verified |
| 77 | +
|
| 78 | +───────────────────────────────────────────────────────────────────────────── |
| 79 | +OVERALL: █████████░ ~90% Foundational hub operational |
| 80 | +``` |
| 81 | + |
| 82 | +## Key Dependencies |
| 83 | + |
| 84 | +``` |
| 85 | +Philosophy ──────► Foundation Tech ───► Neural Hub ──────► Satellites |
| 86 | + │ │ │ │ |
| 87 | + ▼ ▼ ▼ ▼ |
| 88 | +CCCP Policy ──────► RSR Compliance ───► Scaffolding ───► Applications |
| 89 | +``` |
| 90 | + |
| 91 | +## Update Protocol |
| 92 | + |
| 93 | +This file is maintained by both humans and AI agents. When updating: |
| 94 | + |
| 95 | +1. **After completing a component**: Change its bar and percentage |
| 96 | +2. **After adding a component**: Add a new row in the appropriate section |
| 97 | +3. **After architectural changes**: Update the ASCII diagram |
| 98 | +4. **Date**: Update the `Last updated` comment at the top of this file |
| 99 | + |
| 100 | +Progress bars use: `█` (filled) and `░` (empty), 10 characters wide. |
| 101 | +Percentages: 0%, 10%, 20%, ... 100% (in 10% increments). |
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