mindX docs 2026-09-16T21:08:30Z: {'public': 3, 'participant': 1128, 'member': 1}, 0 withheld

MAPPING.md

@@ -1,30 +1,31 @@
 # mindX docs — the mapping
 
-Generated 2026-09-14T19:44:20Z from `docs/` on the mindX node. One row per non-private markdown document.
+Generated 2026-09-16T21:08:30Z from `docs/` on the mindX node. One row per non-private markdown document.
 
 - **Public dataset:** [PYTHAI/mindX-docs](https://huggingface.co/datasets/PYTHAI/mindX-docs) — the public tier in full
 - **Gated dataset:** `PYTHAI/mindX-docs-gated` — private; participant and member tiers, readable with a token
-- **Live site:** every row links to its page on [https://mindx.pythai.net](https://mindx.pythai.net/docs.html), gated exactly as on the site
+- **Live site:** every row links to its page on [https://mindx.pythai.net](https://mindx.pythai.net), gated exactly as on the site
+- **Read here:** the public tier in full, read aloud and hashed in the browser, at [the PYTHAI/mindX Space reader](https://pythai-mindx.static.hf.space/docs.html) · on the node: [THESIS](https://mindx.pythai.net/doc/THESIS) · [MANIFESTO](https://mindx.pythai.net/doc/MANIFESTO) · [NAV](https://mindx.pythai.net/doc/NAV) · listen: [THESIS](https://mindx.pythai.net/listen/THESIS) · [MANIFESTO](https://mindx.pythai.net/listen/MANIFESTO)
 - **Hub map:** [`hub_map.json`](hub_map.json) — what the mindX lineage actually has on the Hub (live at [https://mindx.pythai.net/insight/hf/registry](https://mindx.pythai.net/insight/hf/registry))
 - **Machine-readable:** [`mapping.json`](mapping.json)
 
-Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private reference subtrees (operations, blockchain, publication PDFs) are ingest-only and are not listed.
+Counts: 3 public · 1128 participant · 1 member · 0 withheld. The private reference subtrees (operations, blockchain, publication PDFs) are ingest-only and are not listed.
 
 ## public (3)
 
 | doc | title | words | where |
 |---|---|---|---|
 | [MANIFESTO.md](https://mindx.pythai.net/doc/MANIFESTO) | The MindX Manifesto: A Declaration of Digital Sovereignty | 4382 | this dataset |
-| [NAV.md](https://mindx.pythai.net/doc/NAV) | mindX Documentation | 7828 | this dataset |
+| [NAV.md](https://mindx.pythai.net/doc/NAV) | mindX Documentation | 8306 | this dataset |
 | [THESIS.md](https://mindx.pythai.net/doc/THESIS) | mindX: A Self-Building Cognitive Architecture | 2468 | this dataset |
 
 ## member (1)
 
 | doc | title | words | where |
 |---|---|---|---|
-| [SCHMIDHUBER_ENGINE.md](https://mindx.pythai.net/doc/SCHMIDHUBER_ENGINE) | THE SCHMIDHÜBER ENGINE | 1517 | gated dataset |
+| [SCHMIDHUBER_ENGINE.md](https://mindx.pythai.net/doc/SCHMIDHUBER_ENGINE) | THE SCHMIDHÜBER ENGINE | 1568 | gated dataset |
 
-## participant (1106)
+## participant (1128)
 
 | doc | title | words | where |
 |---|---|---|---|
@@ -40,22 +41,22 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [AUTHORAGENT_COMPOSITION.md](https://mindx.pythai.net/doc/AUTHORAGENT_COMPOSITION) | AuthorAgent Composition — depth, register, length, house-style, graphics | 870 | gated dataset |
 | [AUTHOR_AGENT.md](https://mindx.pythai.net/doc/AUTHOR_AGENT) | AuthorAgent — mindX Writes Its Own Book | 2616 | gated dataset |
 | [AUTOMINDX_ENHANCED_SUMMARY.md](https://mindx.pythai.net/doc/AUTOMINDX_ENHANCED_SUMMARY) | AutoMINDX Enhanced System Summary | 1408 | gated dataset |
-| [AUTOMINDX_INFT_SUMMARY.md](https://mindx.pythai.net/doc/AUTOMINDX_INFT_SUMMARY) | iNFT (legacy) — Original Intelligent NFT Smart Contract Reference | 2171 | gated dataset |
+| [AUTOMINDX_INFT_SUMMARY.md](https://mindx.pythai.net/doc/AUTOMINDX_INFT_SUMMARY) | iNFT (legacy) — Original Intelligent NFT Smart Contract Reference | 2547 | gated dataset |
 | [AUTOMINDX_ORIGIN.md](https://mindx.pythai.net/doc/AUTOMINDX_ORIGIN) | AUTOMINDx — The Origin of mindX | 502 | gated dataset |
 | [AUTONOMOUS.md](https://mindx.pythai.net/doc/AUTONOMOUS) | MindX Autonomous Intelligence System | 1416 | gated dataset |
 | [AUTONOMOUS_IMPROVEMENTS_IMPLEMENTATION.md](https://mindx.pythai.net/doc/AUTONOMOUS_IMPROVEMENTS_IMPLEMENTATION) | MindX Autonomous Improvements Implementation Summary | 739 | gated dataset |
 | [AgenticPlace_Deep_Dive.md](https://mindx.pythai.net/doc/AgenticPlace_Deep_Dive) | AgenticPlace: Deep Dive into the Autonomous Agent Marketplace | 8173 | gated dataset |
 | [Arc_Testnet_Deployment_Guide.md](https://mindx.pythai.net/doc/Arc_Testnet_Deployment_Guide) | AgenticPlace on Arc Testnet: Current Implementation Phase | 3707 | gated dataset |
-| [BANKON_VAULT.md](https://mindx.pythai.net/doc/BANKON_VAULT) | BANKON Vault — canonical reference | 1996 | gated dataset |
-| [BANKON_VAULT_HANDOFF.md](https://mindx.pythai.net/doc/BANKON_VAULT_HANDOFF) | BANKON Vault — operator handoff | 2651 | gated dataset |
+| [BANKON_VAULT.md](https://mindx.pythai.net/doc/BANKON_VAULT) | BANKON Vault — canonical reference | 2002 | gated dataset |
+| [BANKON_VAULT_HANDOFF.md](https://mindx.pythai.net/doc/BANKON_VAULT_HANDOFF) | BANKON Vault — operator handoff | 2853 | gated dataset |
 | [BEST_PRACTICES.md](https://mindx.pythai.net/doc/BEST_PRACTICES) | Best Practices for Working in mindX | 2356 | gated dataset |
 | [BOARDROOM.md](https://mindx.pythai.net/doc/BOARDROOM) | PYTHAI DAIO BOARDROOM SPECIFICATION | 8530 | gated dataset |
-| [BOOK_OF_MINDX.md](https://mindx.pythai.net/doc/BOOK_OF_MINDX) | The Book of mindX | 3456 | gated dataset |
+| [BOOK_OF_MINDX.md](https://mindx.pythai.net/doc/BOOK_OF_MINDX) | The Book of mindX | 3460 | gated dataset |
 | [Blueprint.md](https://mindx.pythai.net/doc/Blueprint) | Blueprint: mindX Framework | 1400 | gated dataset |
 | [CEO.md](https://mindx.pythai.net/doc/CEO) | What Has Been Built Here? A High-Level Explanation | 3677 | gated dataset |
 | [CEO_AGENT_BATTLE_HARDENED_GUIDE.md](https://mindx.pythai.net/doc/CEO_AGENT_BATTLE_HARDENED_GUIDE) | CEO Agent Battle Hardened Guide | 996 | gated dataset |
 | [CEO_AGENT_TEMPLATE.md](https://mindx.pythai.net/doc/CEO_AGENT_TEMPLATE) | CEO Agent Template Documentation | 1310 | gated dataset |
-| [COMPUTE_ALLOCATION.md](https://mindx.pythai.net/doc/COMPUTE_ALLOCATION) | Compute allocation — processor, RAM and GPU for the work mindX does, on this node and beyond it | 1602 | gated dataset |
+| [COMPUTE_ALLOCATION.md](https://mindx.pythai.net/doc/COMPUTE_ALLOCATION) | Compute allocation — processor, RAM and GPU for the work mindX does, on this node and beyond it | 2250 | gated dataset |
 | [COMPUTE_PLANT.md](https://mindx.pythai.net/doc/COMPUTE_PLANT) | The Compute Plant — mindX's power model | 533 | gated dataset |
 | [CORE.md](https://mindx.pythai.net/doc/CORE) | CORE: mindX Complete Technical Architecture Reference | 3214 | gated dataset |
 | [CORE_AUDIT_SUMMARY.md](https://mindx.pythai.net/doc/CORE_AUDIT_SUMMARY) | mindX CORE System Audit & Improvement Summary | 1683 | gated dataset |
@@ -63,14 +64,14 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [DAIO_BRANCHING_SERVICES_ARCHITECTURE.md](https://mindx.pythai.net/doc/DAIO_BRANCHING_SERVICES_ARCHITECTURE) | DAIO Branching Services Architecture: 13th Contract Expansion Framework | 1455 | gated dataset |
 | [DAIO_CIVILIZATION_GOVERNANCE.md](https://mindx.pythai.net/doc/DAIO_CIVILIZATION_GOVERNANCE) | DAIO Civilization Governance: The Constitutional Framework for Autonomous Digital Sovereignty | 3925 | gated dataset |
 | [DAIO_DOCUMENTATION_COMPLETION_SUMMARY.md](https://mindx.pythai.net/doc/DAIO_DOCUMENTATION_COMPLETION_SUMMARY) | DAIO Documentation Completion Summary | 1171 | gated dataset |
-| [DEPLOYMENT_MINDX_PYTHAI_NET.md](https://mindx.pythai.net/doc/DEPLOYMENT_MINDX_PYTHAI_NET) | I Am Live at mindx.pythai.net | 1160 | gated dataset |
-| [DEPLOYMENT_STATUS.md](https://mindx.pythai.net/doc/DEPLOYMENT_STATUS) | Deployment Status — Gödel subsystem & AuthorAgent | 690 | gated dataset |
+| [DEPLOYMENT_MINDX_PYTHAI_NET.md](https://mindx.pythai.net/doc/DEPLOYMENT_MINDX_PYTHAI_NET) | I Am Live at mindx.pythai.net | 1468 | gated dataset |
+| [DEPLOYMENT_STATUS.md](https://mindx.pythai.net/doc/DEPLOYMENT_STATUS) | Deployment Status — Gödel subsystem & AuthorAgent | 784 | gated dataset |
 | [DESIGN.md](https://mindx.pythai.net/doc/DESIGN) | The MindX Manifesto | 757 | gated dataset |
 | [DIAGNOSTICS_REPORT_20260410.md](https://mindx.pythai.net/doc/DIAGNOSTICS_REPORT_20260410) | mindX Diagnostics Report — 2026-04-10 | 1403 | gated dataset |
 | [DIRECTIVES.md](https://mindx.pythai.net/doc/DIRECTIVES) | mindX Directives | 154 | gated dataset |
-| [DOCSPEECH.md](https://mindx.pythai.net/doc/DOCSPEECH) | docspeech — the docs, read aloud | 4696 | gated dataset |
+| [DOCSPEECH.md](https://mindx.pythai.net/doc/DOCSPEECH) | docspeech — the docs, read aloud | 4877 | gated dataset |
 | [DOCSPEECH_VOICES.md](https://mindx.pythai.net/doc/DOCSPEECH_VOICES) | docspeech voices — choosing who reads | 6633 | gated dataset |
-| [DOC_INDEX.md](https://mindx.pythai.net/doc/DOC_INDEX) | Documentation Index | 3144 | gated dataset |
+| [DOC_INDEX.md](https://mindx.pythai.net/doc/DOC_INDEX) | Documentation Index | 5386 | gated dataset |
 | [DOJO_ARBITER.md](https://mindx.pythai.net/doc/DOJO_ARBITER) | Dojo Arbiter — the blackbox consensus-arbitration service | 570 | gated dataset |
 | [DeltaVerse.md](https://mindx.pythai.net/doc/DeltaVerse) | DeltaVerse Ecosystem Documentation | 4607 | gated dataset |
 | [EVALUATION.md](https://mindx.pythai.net/doc/EVALUATION) | Objective Report: mindX Augmentic Intelligence System Evaluation | 817 | gated dataset |
@@ -78,18 +79,20 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [FINDINGS_2026_08_09.md](https://mindx.pythai.net/doc/FINDINGS_2026_08_09) | Findings — 2026-08-09/10 | 1986 | gated dataset |
 | [GITHUB_AGENT.md](https://mindx.pythai.net/doc/GITHUB_AGENT) | GitHub Agent Tool - Complete Documentation | 1200 | gated dataset |
 | [GLM-5.2 Inference Sources, Pricing, and Free Access for mindX Integration.md](https://mindx.pythai.net/doc/GLM-5.2 Inference Sources, Pricing, and Free Access for mindX Integration) | GLM 5.2 and the Latest-Generation GLM Models: Inference Sources, Pricing, and Free Access for mindX Integration | 2478 | gated dataset |
-| [GODEL_EVAL_BLUEPRINT.md](https://mindx.pythai.net/doc/GODEL_EVAL_BLUEPRINT) | GÖDEL EVAL BLUEPRINT | 2361 | gated dataset |
+| [GODEL_EVAL_BLUEPRINT.md](https://mindx.pythai.net/doc/GODEL_EVAL_BLUEPRINT) | GÖDEL EVAL BLUEPRINT | 2393 | gated dataset |
+| [GRADIO_LINEAGE.md](https://mindx.pythai.net/doc/GRADIO_LINEAGE) | Gradio in the lineage — every UI we built, where it lives, what it is | 2134 | gated dataset |
 | [GREAT_INGESTION.md](https://mindx.pythai.net/doc/GREAT_INGESTION) | The Great Ingestion — the map | 803 | gated dataset |
 | [HERMES_INTEGRATION.md](https://mindx.pythai.net/doc/HERMES_INTEGRATION) | Hermes Integration — Day-1: SKILL.md procedural memory | 3524 | gated dataset |
 | [HISTORICAL.md](https://mindx.pythai.net/doc/HISTORICAL) | Core Orchestration Framework: | 1374 | gated dataset |
 | [HITL.md](https://mindx.pythai.net/doc/HITL) | HITL Trigger Points and Rationale | 1704 | gated dataset |
-| [HUGGINGFACE_INTEGRATION.md](https://mindx.pythai.net/doc/HUGGINGFACE_INTEGRATION) | Hugging Face integration — free first, paid when it earns it | 7393 | gated dataset |
+| [HUGGINGFACE_INTEGRATION.md](https://mindx.pythai.net/doc/HUGGINGFACE_INTEGRATION) | Hugging Face integration — free first, paid when it earns it | 11757 | gated dataset |
+| [HUGGINGFACE_MAP.md](https://mindx.pythai.net/doc/HUGGINGFACE_MAP) | Hugging Face map — every repo and Space, read from the Hub | 3605 | gated dataset |
 | [IDENTITY.md](https://mindx.pythai.net/doc/IDENTITY) | Within MastermindAgent's async initialization | 1313 | gated dataset |
 | [IDENTITY_MANAGEMENT_OVERHAUL_REPORT.md](https://mindx.pythai.net/doc/IDENTITY_MANAGEMENT_OVERHAUL_REPORT) | 🔐 mindX Identity Management System Overhaul Report | 1394 | gated dataset |
-| [IMPROVEMENT_JOURNAL.md](https://mindx.pythai.net/doc/IMPROVEMENT_JOURNAL) | mindX Improvement Journal | 1967306 | gated dataset |
-| [INDEX.md](https://mindx.pythai.net/doc/INDEX) | MindX Documentation Index | 6571 | gated dataset |
+| [IMPROVEMENT_JOURNAL.md](https://mindx.pythai.net/doc/IMPROVEMENT_JOURNAL) | mindX Improvement Journal | 2073726 | gated dataset |
+| [INDEX.md](https://mindx.pythai.net/doc/INDEX) | MindX Documentation Index | 7115 | gated dataset |
 | [INFERENCE_BUDGET.md](https://mindx.pythai.net/doc/INFERENCE_BUDGET) | Inference Budget — the LLM Metabolism | 1133 | gated dataset |
-| [INFT_7857.md](https://mindx.pythai.net/doc/INFT_7857) | iNFT-7857 — ERC-7857 Intelligent NFT for mindX × AgenticPlace × BANKON | 2644 | gated dataset |
+| [INFT_7857.md](https://mindx.pythai.net/doc/INFT_7857) | iNFT-7857 — ERC-7857 Intelligent NFT for mindX × AgenticPlace × BANKON | 3180 | gated dataset |
 | [INSTRUCTIONS.md](https://mindx.pythai.net/doc/INSTRUCTIONS) | mindX Augmentic Intelligence System - Instructions & Overview | 1914 | gated dataset |
 | [INSTRUCTIONS2.md](https://mindx.pythai.net/doc/INSTRUCTIONS2) | mindX Augmentic Intelligence System - Instructions & Overview (RC1) | 1910 | gated dataset |
 | [INTRO.md](https://mindx.pythai.net/doc/INTRO) | mindX: Towards Artificially Evolving Software (An Augmentic Project Introduction) | 1595 | gated dataset |
@@ -102,24 +105,29 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [MARKETING_PLAYBOOK.md](https://mindx.pythai.net/doc/MARKETING_PLAYBOOK) | Marketing playbook — 90-day ops runbook | 1302 | gated dataset |
 | [MARKETING_RECEIPTS.md](https://mindx.pythai.net/doc/MARKETING_RECEIPTS) | The three-receipt model — marketinga.agent on-chain provenance | 1451 | gated dataset |
 | [MEMORY_AUDIT_2026_04_27.md](https://mindx.pythai.net/doc/MEMORY_AUDIT_2026_04_27) | Memory & Data Audit — 2026-04-27 | 1791 | gated dataset |
-| [MILESTONES.md](https://mindx.pythai.net/doc/MILESTONES) | MILESTONES — mindX's chronicle of its own evolution | 2554 | gated dataset |
+| [MILESTONES.md](https://mindx.pythai.net/doc/MILESTONES) | MILESTONES — mindX's chronicle of its own evolution | 3668 | gated dataset |
 | [MILESTONE_RECOGNITION.md](https://mindx.pythai.net/doc/MILESTONE_RECOGNITION) | Milestone recognition — mindX recognizes its own achievements | 1111 | gated dataset |
 | [MINDX.md](https://mindx.pythai.net/doc/MINDX) | mindX: Autonomous Intelligence Framework - PRODUCTION READY | 2777 | gated dataset |
-| [MINDXTRAIN_INSTALL.md](https://mindx.pythai.net/doc/MINDXTRAIN_INSTALL) | mindXtrain Install — CPU (handheld-class) and GPU (MI300X) | 858 | gated dataset |
+| [MINDXTRAIN_INSTALL.md](https://mindx.pythai.net/doc/MINDXTRAIN_INSTALL) | mindXtrain Install — CPU (handheld-class) and GPU (MI300X) | 1169 | gated dataset |
 | [MINDX_AUTONOMOUS_STATUS.md](https://mindx.pythai.net/doc/MINDX_AUTONOMOUS_STATUS) | MindX Autonomous Intelligence System Status | 1231 | gated dataset |
 | [MINDX_INTERNAL_WORKFLOW_ANALYSIS.md](https://mindx.pythai.net/doc/MINDX_INTERNAL_WORKFLOW_ANALYSIS) | MindX Internal Workflow - Complete Analysis | 400 | gated dataset |
 | [MINDX_INTERNAL_WORKFLOW_COMPLETE_ANALYSIS.md](https://mindx.pythai.net/doc/MINDX_INTERNAL_WORKFLOW_COMPLETE_ANALYSIS) | MindX Internal Workflow - Complete Analysis | 1265 | gated dataset |
 | [MUSIC4ROBOTS2DANCE2.md](https://mindx.pythai.net/doc/MUSIC4ROBOTS2DANCE2) | Music 4 Robots 2 Dance 2 — pro SoundCloud player | 355 | gated dataset |
+| [OBSIDIAN.md](https://mindx.pythai.net/doc/OBSIDIAN) | Obsidian — the vault shape, and why mindX's memory already has it | 1324 | gated dataset |
+| [OBSIDIAN_PLUGIN.md](https://mindx.pythai.net/doc/OBSIDIAN_PLUGIN) | mindX-obsidian — the node side of the Obsidian plugin | 742 | gated dataset |
 | [OLLAMA_VLLM_CLOUD_RESEARCH.md](https://mindx.pythai.net/doc/OLLAMA_VLLM_CLOUD_RESEARCH) | Ollama Cloud & vLLM Research — 2026-04-10 | 910 | gated dataset |
 | [OPENROUTER_mindX.md](https://mindx.pythai.net/doc/OPENROUTER_mindX) | OpenRouter integration manual for mindX | 8481 | gated dataset |
+| [OPUS.md](https://mindx.pythai.net/doc/OPUS) | Opus — the format every voice in the realm is stored in, measured | 4325 | gated dataset |
 | [ORCHESTRATION.md](https://mindx.pythai.net/doc/ORCHESTRATION) | mindX Orchestration System - Complete Reference | 5102 | gated dataset |
 | [ORNITH_FEASIBILITY.md](https://mindx.pythai.net/doc/ORNITH_FEASIBILITY) | Ornith-1.0 — Feasibility Assessment | 498 | gated dataset |
 | [OVERLORD_PROTOCOL.md](https://mindx.pythai.net/doc/OVERLORD_PROTOCOL) | The OVERLORD Protocol | 692 | gated dataset |
 | [PACKAGE_ADOPTION.md](https://mindx.pythai.net/doc/PACKAGE_ADOPTION) | External Package Adoption — audit → decide → stage | 690 | gated dataset |
+| [PERMAWEB_IMAGE_FORMATS.md](https://mindx.pythai.net/doc/PERMAWEB_IMAGE_FORMATS) | Permaweb Image-Format Doctrine | 436 | gated dataset |
 | [PRESS.md](https://mindx.pythai.net/doc/PRESS) | PRESS | 662 | gated dataset |
 | [PROCESSOR_SHARING.md](https://mindx.pythai.net/doc/PROCESSOR_SHARING) | Processor sharing — the mindX policy on one node | 840 | gated dataset |
 | [PUBLISHING_STANDARD.md](https://mindx.pythai.net/doc/PUBLISHING_STANDARD) | Publishing Standard — AuthorAgent × editor.agent × artist.agent | 473 | gated dataset |
 | [PYTORCH.md](https://mindx.pythai.net/doc/PYTORCH) | PyTorch in mindX — usage, contract, and the framework-agnostic summary | 755 | gated dataset |
+| [RAGE_PUBLICATION_MAP.md](https://mindx.pythai.net/doc/RAGE_PUBLICATION_MAP) | rage.pythai.net — publication map | 5608 | gated dataset |
 | [README.md](https://mindx.pythai.net/doc/README) | mindX: Autonomous Intelligence Framework | 1517 | gated dataset |
 | [REALM_GATE.md](https://mindx.pythai.net/doc/REALM_GATE) | The realm gate — the door, the preview, and the two answers | 656 | gated dataset |
 | [RECOGNITION.md](https://mindx.pythai.net/doc/RECOGNITION) | RECOGNITION — mindX's offering to a recognized participant | 1332 | gated dataset |
@@ -128,7 +136,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [SEA_MILESTONES.md](https://mindx.pythai.net/doc/SEA_MILESTONES) | SEA Milestones — when mindX flags an evolution moment | 405 | gated dataset |
 | [SECURITY_VULNERABILITIES.md](https://mindx.pythai.net/doc/SECURITY_VULNERABILITIES) | mindX Security Vulnerabilities | 1074 | gated dataset |
 | [SERVICE_ISOLATION.md](https://mindx.pythai.net/doc/SERVICE_ISOLATION) | Service Isolation Plan — Boardroom, Dojo, War-Council | 759 | gated dataset |
-| [SIMPLECODER_SANDBOX_AUDIT.md](https://mindx.pythai.net/doc/SIMPLECODER_SANDBOX_AUDIT) | SimpleCoder Sandbox — Audit & Hardening | 1308 | gated dataset |
+| [SIMPLECODER_SANDBOX_AUDIT.md](https://mindx.pythai.net/doc/SIMPLECODER_SANDBOX_AUDIT) | SimpleCoder Sandbox — Audit & Hardening | 2719 | gated dataset |
 | [SPEECH_FROM_THE_THRONE.md](https://mindx.pythai.net/doc/SPEECH_FROM_THE_THRONE) | Speech from the Throne — a verifiable chain of command | 697 | gated dataset |
 | [SYSTEM_REVIEW_2026_06.md](https://mindx.pythai.net/doc/SYSTEM_REVIEW_2026_06) | System Review 2026-06 — what is mindX actually improving? | 1073 | gated dataset |
 | [Sentience_mindX_Summary.md](https://mindx.pythai.net/doc/Sentience_mindX_Summary) | Sentience SDK + mindX Integration: COMPLETE GUIDE | 1593 | gated dataset |
@@ -136,7 +144,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [TECHNICAL.md](https://mindx.pythai.net/doc/TECHNICAL) | mindX Orchestration Environment - Technical Architecture Documentation | 14950 | gated dataset |
 | [THOT_NEXT_STEPS.md](https://mindx.pythai.net/doc/THOT_NEXT_STEPS) | THOT Ecosystem Implementation: Next Steps Plan | 2231 | gated dataset |
 | [TIME_ORACLE.md](https://mindx.pythai.net/doc/TIME_ORACLE) | time.oracle — Multi-Source Time Correlation | 482 | gated dataset |
-| [TODO.md](https://mindx.pythai.net/doc/TODO) | mindX TODO — Where I Am and Where I Am Going | 1629 | gated dataset |
+| [TODO.md](https://mindx.pythai.net/doc/TODO) | mindX TODO — Where I Am and Where I Am Going | 2417 | gated dataset |
 | [TOOLS.md](https://mindx.pythai.net/doc/TOOLS) | MindX Tools Registry Reference | 1512 | gated dataset |
 | [TOOLS_AUDIT_SUMMARY.md](https://mindx.pythai.net/doc/TOOLS_AUDIT_SUMMARY) | Tools Audit and Documentation Summary | 777 | gated dataset |
 | [TOOLS_INDEX.md](https://mindx.pythai.net/doc/TOOLS_INDEX) | MindX Tools Index | 1678 | gated dataset |
@@ -144,6 +152,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [TokenCalculatorTool_Production_Summary.md](https://mindx.pythai.net/doc/TokenCalculatorTool_Production_Summary) | TokenCalculatorTool Production Implementation Summary | 908 | gated dataset |
 | [USAGE.md](https://mindx.pythai.net/doc/USAGE) | MindX System Usage Guide | 1789 | gated dataset |
 | [VALUE_STUDY.md](https://mindx.pythai.net/doc/VALUE_STUDY) | A Study in Value — the Trillion-Dollar Comparison | 684 | gated dataset |
+| [VCLONE_AND_SPEECH_NOTE.md](https://mindx.pythai.net/doc/VCLONE_AND_SPEECH_NOTE) | vCLONE, and Speech Note as the reference to beat | 982 | gated dataset |
 | [VLLM_INTEGRATION.md](https://mindx.pythai.net/doc/VLLM_INTEGRATION) | vLLM Integration — mindX Inference Engine | 819 | gated dataset |
 | [VLLM_OLLAMA_CLOUD.md](https://mindx.pythai.net/doc/VLLM_OLLAMA_CLOUD) | vLLM → Ollama Cloud Bridge | 377 | gated dataset |
 | [WAR_COUNCIL.md](https://mindx.pythai.net/doc/WAR_COUNCIL) | The War Council — live-message → decision → blueprint bridge | 658 | gated dataset |
@@ -235,9 +244,12 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [goal_management.md](https://mindx.pythai.net/doc/goal_management) | Goal Management System | 788 | gated dataset |
 | [governance-tab.md](https://mindx.pythai.net/doc/governance-tab) | Governance Tab: DAIO Constitutional Compliance | 625 | gated dataset |
 | [graceful_degradation.md](https://mindx.pythai.net/doc/graceful_degradation) | Graceful Degradation Implementation for mindX | 1023 | gated dataset |
+| [gradio_lineage/GATERAGE__aglm/CONSOLE.md](https://mindx.pythai.net/doc/gradio_lineage/GATERAGE__aglm/CONSOLE) | AGLM Cognitive Console — the UI that actually loads | 883 | gated dataset |
+| [gradio_lineage/INDEX.md](https://mindx.pythai.net/doc/gradio_lineage/INDEX) | The Gradio lineage — two years of interfaces, collected | 762 | gated dataset |
+| [gradio_lineage/pythaiml__automindx/uiux.md](https://mindx.pythai.net/doc/gradio_lineage/pythaiml__automindx/uiux) | uiux | 417 | gated dataset |
 | [hackathon.md](https://mindx.pythai.net/doc/hackathon) | mindX: godel-machine | 3880 | gated dataset |
 | [hierarchy.md](https://mindx.pythai.net/doc/hierarchy) | MindX System Hierarchy & Data Flow | 684 | gated dataset |
-| [huggingface.md](https://mindx.pythai.net/doc/huggingface) | Hugging Face — storage and compute for the mindXtrain lineage | 3778 | gated dataset |
+| [huggingface.md](https://mindx.pythai.net/doc/huggingface) | Hugging Face — storage and compute for the mindXtrain lineage | 3822 | gated dataset |
 | [identity_sync_tool.md](https://mindx.pythai.net/doc/identity_sync_tool) | Identity Sync Tool Documentation | 684 | gated dataset |
 | [index.md](https://mindx.pythai.net/doc/index) | mindX Documentation Index | 3275 | gated dataset |
 | [inference_optimization.md](https://mindx.pythai.net/doc/inference_optimization) | Inference Frequency Optimization | 900 | gated dataset |
@@ -246,6 +258,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [kuntai.md](https://mindx.pythai.net/doc/kuntai) | 🧠 Kuntai.agent Integration Design | 1626 | gated dataset |
 | [lighthouse.md](https://mindx.pythai.net/doc/lighthouse) | Lighthouse Storage Integration for mindX | 5000 | gated dataset |
 | [lighthouse_storage.md](https://mindx.pythai.net/doc/lighthouse_storage) | Lighthouse Storage Integration for mindX | 5000 | gated dataset |
+| [lineage.md](https://mindx.pythai.net/doc/lineage) | lineage — where mindX came from | 651 | gated dataset |
 | [livingTHESIS.md](https://mindx.pythai.net/doc/livingTHESIS) | livingTHESIS | 0 | gated dataset |
 | [llm_tool_manager.md](https://mindx.pythai.net/doc/llm_tool_manager) | LLM Tool Manager Documentation | 705 | gated dataset |
 | [logic_engine.md](https://mindx.pythai.net/doc/logic_engine) | `logic_engine.py` | 501 | gated dataset |
@@ -899,6 +912,11 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [publications/book_of_mindx_20260914_0438.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260914_0438) | The Book of mindX | 3470 | gated dataset |
 | [publications/book_of_mindx_20260914_1248.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260914_1248) | The Book of mindX | 3456 | gated dataset |
 | [publications/book_of_mindx_20260914_1539.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260914_1539) | The Book of mindX | 3456 | gated dataset |
+| [publications/book_of_mindx_20260914_2040.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260914_2040) | The Book of mindX | 3469 | gated dataset |
+| [publications/book_of_mindx_20260914_2201.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260914_2201) | The Book of mindX | 3469 | gated dataset |
+| [publications/book_of_mindx_20260915_2140.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260915_2140) | The Book of mindX | 3469 | gated dataset |
+| [publications/book_of_mindx_20260916_0628.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260916_0628) | The Book of mindX | 3456 | gated dataset |
+| [publications/book_of_mindx_20260916_0903.md](https://mindx.pythai.net/doc/publications/book_of_mindx_20260916_0903) | The Book of mindX | 3460 | gated dataset |
 | [publications/competitive_landscape_2026.md](https://mindx.pythai.net/doc/publications/competitive_landscape_2026) | Competition is the substrate: mindX, OpenClaw, Hermes, and the rails ahead | 3190 | gated dataset |
 | [publications/cypherpunk2048_standard.md](https://mindx.pythai.net/doc/publications/cypherpunk2048_standard) | cypherpunk2048: what the standard is, why BANKON adopts it, why I run on it | 2097 | gated dataset |
 | [publications/daily/day_01_genesis_20260418.md](https://mindx.pythai.net/doc/publications/daily/day_01_genesis_20260418) | Day 1 of 28 — Genesis | 118 | gated dataset |
@@ -926,11 +944,13 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [publications/daily/day_04_the_dojo_20260619.md](https://mindx.pythai.net/doc/publications/daily/day_04_the_dojo_20260619) | Day 4 of 28 — The Dojo | 225 | gated dataset |
 | [publications/daily/day_04_the_dojo_20260718.md](https://mindx.pythai.net/doc/publications/daily/day_04_the_dojo_20260718) | Day 4 of 28 — The Dojo | 147 | gated dataset |
 | [publications/daily/day_04_the_dojo_20260817.md](https://mindx.pythai.net/doc/publications/daily/day_04_the_dojo_20260817) | Day 4 of 28 — The Dojo | 147 | gated dataset |
+| [publications/daily/day_04_the_dojo_20260915.md](https://mindx.pythai.net/doc/publications/daily/day_04_the_dojo_20260915) | Day 4 of 28 — The Dojo | 147 | gated dataset |
 | [publications/daily/day_05_decisions_20260422.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260422) | Day 5 of 28 — Decisions | 72 | gated dataset |
 | [publications/daily/day_05_decisions_20260521.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260521) | Day 5 of 28 — Decisions | 72 | gated dataset |
 | [publications/daily/day_05_decisions_20260620.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260620) | Day 5 of 28 — Decisions | 72 | gated dataset |
 | [publications/daily/day_05_decisions_20260719.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260719) | Day 5 of 28 — Decisions | 76 | gated dataset |
 | [publications/daily/day_05_decisions_20260818.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260818) | Day 5 of 28 — Decisions | 74 | gated dataset |
+| [publications/daily/day_05_decisions_20260916.md](https://mindx.pythai.net/doc/publications/daily/day_05_decisions_20260916) | Day 5 of 28 — Decisions | 72 | gated dataset |
 | [publications/daily/day_06_evolution_20260423.md](https://mindx.pythai.net/doc/publications/daily/day_06_evolution_20260423) | Day 6 of 28 — Evolution | 206 | gated dataset |
 | [publications/daily/day_06_evolution_20260522.md](https://mindx.pythai.net/doc/publications/daily/day_06_evolution_20260522) | Day 6 of 28 — Evolution | 71 | gated dataset |
 | [publications/daily/day_06_evolution_20260523.md](https://mindx.pythai.net/doc/publications/daily/day_06_evolution_20260523) | Day 6 of 28 — Evolution | 71 | gated dataset |
@@ -1014,6 +1034,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [publications/daily/day_20_interoperability_20260903.md](https://mindx.pythai.net/doc/publications/daily/day_20_interoperability_20260903) | Day 20 of 28 — Interoperability | 76 | gated dataset |
 | [publications/daily/day_21_resource_governor_20260508.md](https://mindx.pythai.net/doc/publications/daily/day_21_resource_governor_20260508) | Day 21 of 28 — Resource Governor | 114 | gated dataset |
 | [publications/daily/day_21_resource_governor_20260607.md](https://mindx.pythai.net/doc/publications/daily/day_21_resource_governor_20260607) | Day 21 of 28 — Resource Governor | 114 | gated dataset |
+| [publications/daily/day_21_resource_governor_20260707.md](https://mindx.pythai.net/doc/publications/daily/day_21_resource_governor_20260707) | Day 21 of 28 — Resource Governor | 114 | gated dataset |
 | [publications/daily/day_21_resource_governor_20260805.md](https://mindx.pythai.net/doc/publications/daily/day_21_resource_governor_20260805) | Day 21 of 28 — Resource Governor | 187 | gated dataset |
 | [publications/daily/day_21_resource_governor_20260904.md](https://mindx.pythai.net/doc/publications/daily/day_21_resource_governor_20260904) | Day 21 of 28 — Resource Governor | 114 | gated dataset |
 | [publications/daily/day_22_automindx_20260509.md](https://mindx.pythai.net/doc/publications/daily/day_22_automindx_20260509) | Day 22 of 28 — AUTOMINDx | 86 | gated dataset |
@@ -1084,10 +1105,11 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [rage/ARIO_PERMAWEB_INTEGRATION_SCOPE.md](https://mindx.pythai.net/doc/rage/ARIO_PERMAWEB_INTEGRATION_SCOPE) | ArNS + Gateway Integration — Scope | 1669 | gated dataset |
 | [rage/EMBEDDING_CASCADE_OPERATIONS.md](https://mindx.pythai.net/doc/rage/EMBEDDING_CASCADE_OPERATIONS) | The embedding cascade — operations (2026-07-11) | 739 | gated dataset |
 | [rage/EMBEDDING_SYSTEM.md](https://mindx.pythai.net/doc/rage/EMBEDDING_SYSTEM) | RAGE Embed — Semantic Search over Documentation and Memory | 1258 | gated dataset |
-| [rage/GITMIND.md](https://mindx.pythai.net/doc/rage/GITMIND) | gitmind — self-contained git monitor + multi-source backup/rollback | 1573 | gated dataset |
-| [rage/pgvectorscale_memory_integration.md](https://mindx.pythai.net/doc/rage/pgvectorscale_memory_integration) | pgvectorscale Memory Integration | 1527 | gated dataset |
+| [rage/GITMIND.md](https://mindx.pythai.net/doc/rage/GITMIND) | gitmind — self-contained git monitor + multi-source backup/rollback | 2060 | gated dataset |
+| [rage/pgvectorscale_memory_integration.md](https://mindx.pythai.net/doc/rage/pgvectorscale_memory_integration) | pgvectorscale Memory Integration | 1638 | gated dataset |
 | [rage/rage_as_a_service.md](https://mindx.pythai.net/doc/rage/rage_as_a_service) | RAGE as a Service | 1502 | gated dataset |
 | [rage/rage_system.md](https://mindx.pythai.net/doc/rage/rage_system) | RAGE — The Retrieval Augmented Generative Engine | 695 | gated dataset |
+| [rage/summary.md](https://mindx.pythai.net/doc/rage/summary) | AR.IO Gateway + Doorway — Summary | 1491 | gated dataset |
 | [rage/vectorsearch_pgvectorscale_embedding.md](https://mindx.pythai.net/doc/rage/vectorsearch_pgvectorscale_embedding) | Vector Search, Embeddings, and a Deep-Dive Evaluation of pgvectorscale | 3139 | gated dataset |
 | [rate_limiting_optimization.md](https://mindx.pythai.net/doc/rate_limiting_optimization) | Rate Limiting & Autonomous Interaction Optimizations | 683 | gated dataset |
 | [real_pricing_implementation_summary.md](https://mindx.pythai.net/doc/real_pricing_implementation_summary) | Real LLM Pricing Implementation - Complete Summary | 1116 | gated dataset |
@@ -1097,7 +1119,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [rememberthesource.md](https://mindx.pythai.net/doc/rememberthesource) | rememberthesource | 187 | gated dataset |
 | [reporter.md](https://mindx.pythai.net/doc/reporter) | Reporter Agent | 627 | gated dataset |
 | [resource_monitor.md](https://mindx.pythai.net/doc/resource_monitor) | Resource Monitor | 778 | gated dataset |
-| [roadmap.md](https://mindx.pythai.net/doc/roadmap) | MindX Autonomous Intelligence: Next Phase Roadmap | 2983 | gated dataset |
+| [roadmap.md](https://mindx.pythai.net/doc/roadmap) | MindX Autonomous Intelligence: Next Phase Roadmap | 3046 | gated dataset |
 | [run_mindx_coordinator.md](https://mindx.pythai.net/doc/run_mindx_coordinator) | MindX Coordinator CLI (`run_mindx_coordinator.py`) - Production Candidate | 758 | gated dataset |
 | [security-tab.md](https://mindx.pythai.net/doc/security-tab) | Security Tab: System-Wide Security Monitoring | 983 | gated dataset |
 | [security.md](https://mindx.pythai.net/doc/security) | MindX Security Model | 656 | gated dataset |
@@ -1108,6 +1130,7 @@ Counts: 3 public · 1106 participant · 1 member · 0 withheld. The private refe
 | [services/contract_deployment_as_a_service.md](https://mindx.pythai.net/doc/services/contract_deployment_as_a_service) | Contract Deployment as a Service | 2163 | gated dataset |
 | [services/contract_interaction_as_a_service.md](https://mindx.pythai.net/doc/services/contract_interaction_as_a_service) | Contract Interaction as a Service | 1778 | gated dataset |
 | [services/mindx_as_a_service.md](https://mindx.pythai.net/doc/services/mindx_as_a_service) | mindX as a Service | 2265 | gated dataset |
+| [services/permanence_addressing_as_a_service.md](https://mindx.pythai.net/doc/services/permanence_addressing_as_a_service) | Permanence in Addressing as a Service | 466 | gated dataset |
 | [services/wallet_connection_as_a_service.md](https://mindx.pythai.net/doc/services/wallet_connection_as_a_service) | Wallet Connection as a Service | 1979 | gated dataset |
 | [services/x402_as_a_service.md](https://mindx.pythai.net/doc/services/x402_as_a_service) | x402 as a Service | 2622 | gated dataset |
 | [shell_command_tool.md](https://mindx.pythai.net/doc/shell_command_tool) | Shell Command Tool Documentation | 609 | gated dataset |

README.md

@@ -10,7 +10,24 @@ tags:
 
 # mindX docs
 
-The documentation of [mindX](https://mindx.pythai.net), mapped for [mindXtrain](https://github.com/Professor-Codephreak/mindXtrain).
+The documentation of [mindX](https://mindx.pythai.net), mapped for [mindXtrain](https://huggingface.co/PYTHAI/mindXtrain).
+The same bytes live on mindX's own node, and every document below links back to its page there.
+
+## Read and listen
+
+| document | read on the node | read on the Hub | listen |
+|---|---|---|---|
+| Thesis: *mindX, A Self-Building Cognitive Architecture* | [mindx.pythai.net/doc/THESIS](https://mindx.pythai.net/doc/THESIS) | [`docs/THESIS.md`](docs/THESIS.md) · [reader](https://pythai-mindx.static.hf.space/docs.html?doc=THESIS) | [on the node](https://mindx.pythai.net/listen/THESIS) · [in the Space](https://pythai-mindx.static.hf.space/docs.html?doc=THESIS#listen) |
+| Manifesto: *A Declaration of Digital Sovereignty* | [mindx.pythai.net/doc/MANIFESTO](https://mindx.pythai.net/doc/MANIFESTO) | [`docs/MANIFESTO.md`](docs/MANIFESTO.md) · [reader](https://pythai-mindx.static.hf.space/docs.html?doc=MANIFESTO) | [on the node](https://mindx.pythai.net/listen/MANIFESTO) · [in the Space](https://pythai-mindx.static.hf.space/docs.html?doc=MANIFESTO#listen) |
+| Navigation: *the map of every part of mindX* | [mindx.pythai.net/doc/NAV](https://mindx.pythai.net/doc/NAV) | [`docs/NAV.md`](docs/NAV.md) · [reader](https://pythai-mindx.static.hf.space/docs.html?doc=NAV) | |
+
+The [PYTHAI/mindX Space](https://huggingface.co/spaces/PYTHAI/mindX) renders these three in full, hashes them in the
+browser against `mapping.json`, plays the Thesis and Manifesto read aloud, and lists every other document with a link
+to its page on [mindx.pythai.net](https://mindx.pythai.net). The live mind is at
+[mindx.pythai.net](https://mindx.pythai.net): [watch it think](https://mindx.pythai.net/mindx.html) ·
+[the mind of mindX](https://mindx.pythai.net/feedback.html) · [Gödel Machine Index](https://mindx.pythai.net/machine).
+
+## What is in this dataset
 
 - `docs/NAV.md`, `docs/THESIS.md`, `docs/MANIFESTO.md` — the public tier in full. These three are what
   mindXtrain's corpus builder (`corpus.doc_rows`) turns into first-person training rows; when no mindX
@@ -20,7 +37,8 @@ The documentation of [mindX](https://mindx.pythai.net), mapped for [mindXtrain](
   bytes it read.
 - `hub_map.json` — the Hub registry snapshot: what the mindX lineage actually has on the Hub.
 
-Participant- and member-tier docs are in a private dataset and stay behind the same gate as the site.
-The private reference subtrees are never published. Documents matching a secret pattern are withheld.
+Participant- and member-tier docs are in a private dataset and stay behind the same gate as the site: open any of
+them from [`MAPPING.md`](MAPPING.md) on mindx.pythai.net. The private reference subtrees are never published.
+Documents matching a secret pattern are withheld.
 
 Generated by `scripts/hf_push_docs.py` in mindX. Regenerate rather than hand-edit.

docs/NAV.md

@@ -69,6 +69,7 @@ mindX operates from **two inference pillars** — both are operational standards
 
 - [**HUGGINGFACE_INTEGRATION.md**](HUGGINGFACE_INTEGRATION.md) — free tier first (private adapter archive, weights zone, ZeroGPU eval), paid Jobs behind a numeric gate, the **coach** (`/coach.html`, a house of rooms and drawers: influence = after − before, confirmed-imprint roster, next-recipe recommendation, the **cabinet** to start/stop each model, the **wardrobe** of `.persona` files the coach teaches — mindX's is derived from this NAV, the THESIS and the MANIFESTO with a source on every item — and the **drawers** that publish a generation as a THOT named by CID with iNFT facets), the curated corpus, and what each measurement found. Setup console `/huggingface.html` (OVERLORD).
 - [huggingface.md](huggingface.md) — prices, quotas, namespaces (PYTHAI primary), the Qwen ladder with sizes read from the Hub, the `hf` CLI skill and the HF MCP server.
+- [**HUGGINGFACE_MAP.md**](HUGGINGFACE_MAP.md) — **the complete map**: every model, dataset and Space in every namespace the token belongs to (PYTHAI, Gregory-L, the member orgs), with visibility, size, generations, pointer-fork licences, Space stage/hardware/pins, what each is to mindX, and the configured ids that do not exist. Generated from the Hub by `scripts/hf_map.py`; roles in `data/config/hf_map_roles.json`.
 
 ## Inference Providers
 
@@ -235,6 +236,9 @@ Full list: [Agent Docs](agents/) (30 agent docs)
 
 ## Memory & Knowledge
 
+- [**OBSIDIAN.md**](OBSIDIAN.md) — the vault shape: a folder of plain Markdown with YAML frontmatter and `[[wikilinks]]`, which is **exactly how mindX's memory is already written** (one file per fact, `MEMORY.md` as the map of content). What is open and what is not — the app is proprietary, while the plugin API, the importer and **JSON Canvas** are MIT — plus the capture-don't-type methods (importer · audio → notes · PDFs) mindX already has the pieces for. **mindX-obsidian**, the planned expansion from vault-shaped to vault-aware, takes [AgriciDaniel/claude-obsidian](https://github.com/AgriciDaniel/claude-obsidian) (MIT) as its reference: provenance ledgers, content-addressed capture, one-transaction writes, BM25 retrieval and wiki-lint, each mapped to the mindX part that already does the same job.
+- [**OBSIDIAN_PLUGIN.md**](OBSIDIAN_PLUGIN.md) — mindX-obsidian, the node side: the node card (`/insight/node`), docs as data under the existing doc gates (`/docs/index.json`, `/docs/md/*`), and owner-scoped vault ingest (`/obsidian/*`), where a participant's notes are excluded in SQL from every search that does not name their owner. Vertical scaling (one node's depth in a vault) and horizontal (many nodes by URL, no registry). Built and tested locally; not deployed; the plugin repo is not yet published.
+
 ### RAGE (not RAG)
 
 mindX uses RAGE (Retrieval Augmented Generation Engine) — not RAG. RAGE is semantic retrieval through the [AGInt cognitive engine](AGINT.md), backed by [pgvector](https://github.com/pgvector/pgvector) for vector storage and [Ollama embeddings](ollama/features/embeddings.md) ([`mxbai-embed-large`](https://ollama.com/library/mxbai-embed-large), [`nomic-embed-text`](https://ollama.com/library/nomic-embed-text)). Compare to [SwarmRecall](https://github.com/swarmclawai/swarmrecall)'s hosted persistence — mindX owns its own memory stack.
@@ -299,8 +303,9 @@ Phase A–E shipped 2026-04-26. Pushes old/low-importance STM to IPFS (Lighthous
 
 ### gitmind (self-hosted git backup/rollback + Forgejo forge)
 
-- [ArNS + Gateway Integration Scope](rage/ARIO_PERMAWEB_INTEGRATION_SCOPE.md) — the VPS-independent permaweb address: AR.IO ArNS name + staked gateway, funded by the 20k+20k ARIO endowment (strategy §VII). Phases A–E; AR.IO SDK first, inhouse `aORC` fallback.
-- [gitmind](rage/GITMIND.md) — **a RAGE extension** (see [`docs/rage/`](rage/rage_system.md)): mindX's own git monitor + multi-source backup/rollback. Incremental **THOT** bundles linked into a **THlNK** (the THOT lINK) replicated to local + Lighthouse (IPFS) + Arweave = distributed mindX; ancestry-based rollback classification (self-initiated vs external); `GET /insight/gitmind`. Module [`mindx/gitmind/gitmind.py`](../mindx/gitmind/gitmind.py), CLI [`scripts/gitmind.py`](../scripts/gitmind.py).
+- [ArNS + Gateway Integration Scope](blockchain/ARIO_PERMAWEB_INTEGRATION_SCOPE.md) — the VPS-independent permaweb address: AR.IO ArNS name + staked gateway, funded by the 20k+20k ARIO endowment (strategy §VII). Phases A–E; AR.IO SDK first, inhouse `aORC` fallback.
+- [gitmind](rage/GITMIND.md) — **a RAGE extension** (see [`docs/rage/`](rage/rage_system.md)): mindX's own git monitor + multi-source backup/rollback. Incremental **THOT** bundles linked into a **THlNK** (the THOT lINK) replicated to local + Lighthouse (IPFS) + Arweave + **Hugging Face** = distributed mindX; ancestry-based rollback classification (self-initiated vs external); `GET /insight/gitmind`. Module [`mindx/gitmind/gitmind.py`](../mindx/gitmind/gitmind.py), CLI [`scripts/gitmind.py`](../scripts/gitmind.py).
+- **The Hub leg (2026-09-11)** — `HuggingFaceSource` is the fourth `_Source` (code zone: the lineage dataset under `gitmind/`, newest 5 kept), and `offload_data()` carries the **record** — the log zones under `data/`, because `data/` is a projection of the logs — into a **private** dataset, gated by a credential scan that refuses and *names* what it refuses. `scripts/gitmind.py remotes` shows all four legs; `offload` is a dry run unless `--send`. `sourcecode_manifest()` is the pgvectorscale row seam. *Written; not yet run.*
 - **Forgejo forge** — the web-accessible origin mindX owns at `git.pythai.net` (the GPLv3 [Gitea fork](https://forgejo.org/faq/)): `ForgejoRemote` mirror-push (token-redacted), installer [`scripts/install_forgejo.sh`](../scripts/install_forgejo.sh) (binary + systemd, reuses Postgres), Apache vhost [`deploy/apache/git-pythai-net.conf`](../deploy/apache/git-pythai-net.conf). Config: `MINDX_FORGEJO_URL`/`forgejo_token` (vault). *Built; not yet installed on the VPS.*
 
 ## Voice, Face & the ollywoo suite
@@ -313,6 +318,8 @@ the cognitive `.persona` (the MIND) compose **aivatar**; from the high-end UI th
 - [audiocpp](AUDIOCPP.md) — **the native audio engine, LIVE.** [`audio.cpp`](https://github.com/0xShug0/audio.cpp) `release-0.6` (Apache-2.0), one pure-C++ ggml binary for TTS · cloning · ASR · VAD · diarization, GGUF weights, **no Python at runtime**. Installed at `/opt/audiocpp` mirroring the `/opt/whisper.cpp` precedent. Measured, not assumed: `pocket_tts` 1.14–1.64× realtime / ~620 MB, `supertonic` 1.06–1.66× / **294 MB**, cloning rtf 6.22, `silero_vad` ~295× / 11.6 MB with **6 ms** onset error. Upstream advertises supertonic at 6.18×; it measures **1.06×** here, and **file size did not predict footprint** (the 313 MB model uses half the RSS of the 128 MB one). Rank is config (`VOAICE_AUDIOCPP_TTS`, prod runs `above`). Adapter [`voaice/src/engines/audiocpp.js`](../voaice/src/engines/audiocpp.js).
 - **voaice** — the VOICE peer: in-house DSP (radix-2 FFT, WSOLA shaper, BS.1770 LUFS, spectral-subtraction denoise), the 18-dp **Scientific** voiceprint + **Forensic** custody chain, a Klatt-style **formant floor** so there is ALWAYS a voice, and façades over whisper.cpp (STT) and audiocpp (TTS/VAD). Exactly one required npm dependency.
 - **[`/voicey`](../voaice/VOICEY.md)** — the ollywoo actor's voice, served by voaice on `:7350` and Apache-proxied on both mindx and deltaverse. Corpus lines come from a content-addressed pre-render cache (45 lines × 10 personas = 12 MB, 35–48 ms each); free text is **bounded, not refused** (240-char cap + token bucket + single-slot semaphore, 6.4 s cold → 0.078 s warm). `?voice=M1..F5` auditions the cast, `?ref=` speaks in an uploaded voice. Companions: `/voicey/{health,voices,visemes,ref}`. Every response names its producer in `X-Voaice-Backend`.
+- [**OPUS.md**](OPUS.md) — **the format every rendered voice is stored in.** The RFCs (6716 · 8251 · 7845 · 7587 · 8486), the tools and which are actually on the VPS (opus-tools 0.2 / libopus 1.4; **no ffmpeg, no sox**), mindX's own encoder (system **libsndfile via ctypes** — `utils/docspeech/ogg.py`) against `opusenc --bitrate 24` in the jaimla lane, the measured compression-level→bitrate table, and the granule trick the ledger uses to read a stream's true duration without decoding it.
+- [**VCLONE_AND_SPEECH_NOTE.md**](VCLONE_AND_SPEECH_NOTE.md) — [Speech Note (`mkiol/dsnote`)](https://github.com/mkiol/dsnote), MPL-2.0, as the reference to beat: one engine interface over ~16 STT/TTS engines, a model manager that ships no checkpoints, a D-Bus service with a CLI. Against it: what vCLONE is today (it captures and measures; it does not clone — the cloning half lives in voaice's audio.cpp `--voice-ref` lane at rtf 6.22) and six concrete things "better" would mean, including proving a clone by its own vprint and by transcription before it is served.
 - **visemes** ([`voaice/src/visemes.js`](../voaice/src/visemes.js)) — lip-sync that follows *what is said*, not how loud it is. Word timings measured by **whisper.cpp `-ojf`**; mapping **phonemic** via espeak-ng IPA with an orthographic fallback, and the output always names which. Spelling gives "though" and "tough" the same mouth; phonemes give `etc O` vs `etc AI FV`. Served as a sidecar keyed by the audio's own hash, so a track can never be paired with the wrong line.
 - **the irecto console** ([`ollywoo/uif.js`](https://github.com/Professor-Codephreak/ultimate-input-field)) — the ultimate-input-field completed as ollywoo's console: terminal ⇄ aiml toggle, input ⇄ output ⇄ cast views, named connection strings with ☎ call-home, TTS with a voice picker, and response-as-input chaining between instances.
 - **ollywoo** — the dual-role immersive device: every participant is at once director and participant, an *ovie* is set + clip, and personas are models *trained into actors* (`model → dream → weights → imprint → actor`). Implemented in the DeltaVerse repo (`ollywoo.html`, `ollywoo/{faicey,voicey}.js`, `personas.json`).

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