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PATCH_NOTES_v0_3_3_SHORT_DESCRIPTION_FIX.md

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+# v0.3.3 Short Description Metadata Fix
+
+Fixes Hugging Face YAML metadata upload error:
+
+`short_description` length must be less than or equal to 60 characters.
+
+Updated value:
+
+`short_description: HIR/OAM ecosystem hub and Substrate education layer.`

PATCH_NOTES_v0_3_3_SUBSTRATE_EDUCATION.md

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+# Primordial Code Ecosystem v0.3.3 — Substrate Education Patch
+
+## What changed
+
+This patch preserves the full original v0.3.2 ecosystem registry and adds the Substrate education/cognition layer as part of the larger Primordial Code ecosystem page.
+
+## Key correction
+
+The previous Substrate hub upload was too narrow as a root `index.html`; it replaced the broader ecosystem page instead of integrating into it.
+
+This patch restores the full Primordial Code ecosystem as the root page and adds Substrate as a visible section, local subpage, and registry category.
+
+## Added
+
+- New root section: `Substrate Education Layer`
+- New local subpage: `substrate_education_ecosystem_hub.html`
+- New registry category: `Substrate / Education / Cognition`
+- External links to:
+  - Substrate Cognition Translation Simulator
+  - Substrate Physics Translation Simulator
+  - Substrate Math Translation Simulator
+  - HIR Diamond Matrix Transfer Simulator
+
+## Core thesis
+
+Preserve the structure. Adapt the route.
+
+A learner should not be made to feel stupid because the explanation arrived in the wrong format. The format should adapt while the structure remains honest.

README.md

@@ -1,38 +1,67 @@
 ---
-title: Substrate Education Ecosystem Hub
+title: Primordial Code Ecosystem
 emoji: 🌱
-colorFrom: indigo
-colorTo: blue
+colorFrom: green
+colorTo: yellow
 sdk: static
 app_file: index.html
-pinned: false
-license: cc-by-nc-sa-4.0
+license: cc-by-4.0
+short_description: HIR/OAM ecosystem hub and Substrate education layer.
 ---
 
-# Substrate Education Ecosystem Hub v0.1
+# Primordial Code Ecosystem v0.3.3 — Substrate Education Patch
 
-A public-demo hub for the Substrate education layer of the Primordial Code / HIR-OAM ecosystem.
+**Created and developed by Collin D. Weber**  
+Primordial Calculus / HIR × OAM  
+Systems Architect / Systems Integrity Steward
 
-## Core thesis
+This Space is the navigable ecosystem hub for HIR × OAM pressure-form artifacts, live simulations, runtime prototypes, health-AI review layers, public-defense architecture, compute maps, biological uncertainty layers, Time Sovereignty calibration notes, and falsifiable model-hardening artifacts.
 
-A learner should not be made to feel stupid because the explanation arrived in the wrong format.
 
-Math stays math. Physics stays physics. The route changes so the learner can meet the structure.
 
-## Included simulators
+## Substrate Education Layer
 
-- Substrate Cognition Translation Simulator
-- Substrate Physics Translation Simulator
-- Substrate Math Translation Simulator
-- HIR Diamond Matrix Transfer Simulator
+This patch keeps the full original ecosystem registry intact and adds a clearly visible Substrate education/cognition wing.
 
-## Substrate operating rules
+Included public demo links:
 
-- No forced closure
-- Difference in cognition is signal, not degradation
-- Structure stays honest
-- Boundaries remain visible
+- [Substrate Education Ecosystem Hub](substrate_education_ecosystem_hub.html)
+- [Substrate Cognition Translation Simulator](https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator)
+- [Substrate Physics Translation Simulator](https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator)
+- [Substrate Math Translation Simulator](https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator)
+- [HIR Diamond Matrix Transfer Simulator](https://huggingface.co/spaces/HirModel/hir-diamond-matrix-transfer-simulator)
 
-## Boundary statement
+Core thesis:
 
-This hub is a public-demo index for educational translation prototypes. It is not clinical, diagnostic, or a replacement for teachers, formal instruction, labs, practice, or domain expertise.
+**Preserve the structure. Adapt the route.**
+
+A learner should not be made to feel stupid because the explanation arrived in the wrong format. The format should adapt while the structure remains honest.
+
+
+## Primary entrypoint
+
+The **Custom Pressure Form Generator** is placed at the top of the ecosystem page as the first operational entrypoint:
+
+[Open Custom Pressure Form Generator](custom-pressure-form-generator/index.html)
+
+This v0.3.2 generator-first patch preserves all existing artifact links while moving the operational pressure-form tool to the top of the page.
+
+## Main links
+
+**Live simulator:** [Primordial Calculus — 300-Year Simulation](https://huggingface.co/spaces/HirModel/primordial-calculus-300-year-simulation)  
+**Operational tool:** [Custom Pressure Form Generator](custom-pressure-form-generator/index.html)
+
+## Claims boundary
+
+This ecosystem is not prophecy, not prediction, not empirical validation, not a policy tool, not an individual scoring system, not a carceral prediction loop, and not a claim of AI consciousness.
+
+Money is the proxy.  
+Time is the substrate.  
+Repair is the target.
+
+
+## Operational entrypoint
+
+**Custom Pressure Form Generator** is the domain-agnostic HIR/OAM systems-analysis interface. It converts personal, educational, workplace, ecological, financial, institutional, governance, security, or technical pressure inputs into a bounded pressure read: HIR baseline, OAM displacement scan, agency/accountability map, pressure route, and repair-path framing.
+
+This is not therapy, legal advice, financial advice, clinical guidance, or a production safety system. It is a systems-analysis and pressure-translation tool.

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 </style>
 </head>
 <body>
-<header>
-  <div class="wrap nav">
-    <a class="brand" href="#top" aria-label="Substrate Education Ecosystem Hub">
-      <span class="logo">HIR</span>
-      <span>Substrate Education Ecosystem</span>
-    </a>
-    <nav>
-      <a href="#stack">Stack</a>
-      <a href="#simulators">Simulators</a>
-      <a href="#rules">Rules</a>
-      <a href="#roadmap">Roadmap</a>
-    </nav>
+<div class="wrap">
+  <header class="hero" id="top">
+    <div class="kicker">Primordial Code Ecosystem · HIR × OAM Artifact Registry</div>
+    <h1>One ecosystem. Multiple lanes. Reviewable pressure forms.</h1>
+    <p class="sub">
+      Expanded from the original 15 core lanes into a broader registry of live simulations, runtime prototypes,
+      health-AI review layers, public-defense architecture, compute maps, biological uncertainty layers,
+      Time Sovereignty calibration notes, the Custom Pressure Form Generator, falsifiable pressure-form hardening artifacts, and the Primordial Compute Stack v0.1 integration bundle.
+    </p>
+    <div class="badges">
+      <span class="badge"><strong>Created and developed by:</strong> Collin D. Weber</span>
+      <span class="badge">Systems Architect / Systems Integrity Steward</span>
+      <span class="badge">Synthetic models · scenario checkpoints · not prediction</span>
+      <span class="badge">No individual scoring · no carceral prediction loop</span>
+    </div>
+    <div class="topLaunch" id="generator">
+      <div>
+        <div class="kicker">Primary entrypoint</div>
+        <h2>Custom Pressure Form Generator</h2>
+        <p>Start here: translate any pressure-bearing situation into a bounded HIR/OAM read, route state, and repair-path frame.</p>
+      </div>
+      <a class="launchBtn" href="custom-pressure-form-generator/index.html">Open Pressure Form Generator →</a>
+    </div>
+  </header>
+
+  <div class="grid stats">
+    <div class="stat"><div class="num">15</div><div class="lbl">original core lanes</div></div>
+    <div class="stat"><div class="num">75+</div><div class="lbl">indexed artifacts / docs / packages</div></div>
+    <div class="stat"><div class="num">14</div><div class="lbl">navigation sections</div></div>
+    <div class="stat"><div class="num">9+</div><div class="lbl">latest pressure-form / Substrate additions</div></div>
   </div>
-</header>
 
-<main id="top">
-  <section class="hero">
-    <div class="wrap heroGrid">
-      <div>
-        <span class="eyebrow">Primordial Code · Substrate · Education Layer</span>
-        <h1><span class="gradient">Preserve the structure. Adapt the route.</span></h1>
-        <p class="lead">
-          Substrate is a cognition-aware education layer for translating concepts without flattening people.
-          It does not treat confusion as failure, cognition difference as degradation, or unresolved loops as something to close by force.
-        </p>
-        <div class="thesis">
-          <strong>Core thesis:</strong>
-          A learner should not be made to feel stupid because the explanation arrived in the wrong format.
-          Math stays math. Physics stays physics. The route changes so the learner can meet the structure.
-        </div>
-        <div class="ctas">
-          <a class="btn primary" href="#simulators">Open the simulator stack</a>
-          <a class="btn" href="https://huggingface.co/spaces/HirModel/primordial-code-ecosystem" target="_blank" rel="noopener">Primordial Code Ecosystem</a>
-          <a class="btn" href="https://huggingface.co/HirModel" target="_blank" rel="noopener">HirModel on Hugging Face</a>
-        </div>
+  <nav class="nav">
+    <a href="#generator">Open generator</a>
+    <a href="#start">Start here</a>
+    <a href="#latest">Latest additions</a>
+    <a href="#substrate">Substrate education</a>
+    <a href="#registry">Registry</a>
+    <a href="#boundary">Claims boundary</a>
+    <a href="#contact">Contact</a>
+  </nav>
+
+  <section id="start">
+    <div class="sectionHead">
+      <h2>Start here</h2>
+    </div>
+    <div class="cardRow">
+      <div class="card">
+        <h3>Custom Pressure Form Generator</h3>
+        <p>Domain-agnostic systems analysis interface for turning personal, school, work, ecological, financial, institutional, governance, security, or technical pressure into a bounded HIR/OAM read.</p>
+        <p><a href="custom-pressure-form-generator/index.html">Open generator →</a></p>
       </div>
 
-      <div class="heroPanel" aria-label="Animated diamond field illustration">
-        <div class="orbit"></div>
-        <div class="orbit"></div>
-        <div class="orbit"></div>
-        <div class="diamond"></div>
-        <div class="heroPanelText">
-          <h2>Substrate turns explanation into a pressure-mapped handoff.</h2>
-          <p>
-            Concept → cognition route → examples / symbols / metaphor / pacing → misconception guardrail → closure boundary.
-            The point is not to make everyone think the same. The point is to keep structure readable across difference.
-          </p>
-        </div>
+      <div class="card">
+        <h3>Core pressure form</h3>
+        <p><span class="code">Sₜ = AₜBₜ − Pₜ</span></p>
+        <p>Alignment/accountability multiplied by structural coherence, under pressure and degradation load.</p>
       </div>
-    </div>
-  </section>
 
-  <section class="section" id="stack">
-    <div class="wrap">
-      <div class="sectionHead">
-        <div>
-          <h2>The stack</h2>
-          <p class="sub">
-            The current public stack now has field integrity, cognition translation, physics translation, and math translation.
-            Together, they form a visible education substrate instead of isolated demos.
-          </p>
-        </div>
+
+      <div class="card">
+        <h3>Time Sovereignty extension</h3>
+        <p><span class="code">S_eff,t = AₜBₜ · Tₜ^η − Pₜ[1 + κ(1 − Tₜ)]</span></p>
+        <p>Time sovereignty / repair bandwidth becomes both protector and pressure amplifier when stolen.</p>
       </div>
 
-      <div class="grid2">
-        <div class="card">
-          <h3>Signal / field integrity</h3>
-          <p>
-            The HIR Diamond Matrix Transfer Simulator tests whether structure survives pressure:
-            compression, pruning, residual loss, offline nodes, adversarial injection, revocation, and handoff.
-          </p>
-          <div class="meta">
-            <span class="pill">field-first</span>
-            <span class="pill">audit artifact</span>
-            <span class="pill">handoff integrity</span>
-          </div>
-          <a class="launch" href="https://huggingface.co/spaces/HirModel/hir-diamond-matrix-transfer-simulator" target="_blank" rel="noopener">Open Diamond Matrix Simulator</a>
-        </div>
+      <div class="card">
+        <h3>Substrate Education Layer</h3>
+        <p>Cognition-aware education layer: preserve the structure, adapt the route, mark misconceptions, keep unresolved layers open, and close only with understanding and integrity.</p>
+        <p><a href="#substrate">Open Substrate section →</a> · <a href="substrate_education_ecosystem_hub.html">Open local hub page →</a></p>
+      </div>
 
-        <div class="card">
-          <h3>Cognitive / education integrity</h3>
-          <p>
-            The Substrate translator series tests whether meaning survives explanation pressure:
-            different cognition styles, symbol density, examples, pacing, metaphors, proof boundaries, and open-loop discipline.
-          </p>
-          <div class="meta">
-            <span class="pill">cognition-aware</span>
-            <span class="pill">non-diagnostic</span>
-            <span class="pill">loop steward</span>
-          </div>
-          <a class="launch" href="#simulators">View translator stack</a>
-        </div>
+      <div class="card">
+        <h3>300-year lineage scale</h3>
+        <p>300 years is not deep time. It is child → parent → grandparent → great-grandparent → living memory bridge.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/primordial-calculus-300-year-simulation">Open live simulator →</a></p>
       </div>
     </div>
   </section>
 
-  <section class="section" id="simulators">
-    <div class="wrap">
-      <div class="sectionHead">
-        <div>
-          <h2>Education simulators</h2>
-          <p class="sub">
-            Each simulator preserves the concept while adapting the explanation route.
-            They generate copyable outputs, JSON artifacts, visual signal fields, recommended supports, and closure boundaries.
-          </p>
-        </div>
+  <section id="latest">
+    <div class="sectionHead">
+      <h2>Latest additions</h2>
+      <p class="note">New pressure-form hardening and simulator packaging work added after the original 15-lane ecosystem pass.</p>
+    </div>
+    <div class="cardRow">
+      <div class="card">
+        <h3>Custom Pressure Form Generator</h3>
+        <p>Operational HIR/OAM pressure-translation tool: input any pressure-bearing system state and generate a structured systems analysis read, route, and repair-path framing.</p>
+        <p><a href="custom-pressure-form-generator/index.html">Open generator →</a> · <a href="custom_pressure_form_generator_hf_ready_CC.zip">Download package →</a></p>
+      </div>
+      <div class="card">
+        <h3>Time Sovereignty Calibration Note v0.1</h3>
+        <p>Phase 1A Lₜ/Rₜ national back-test scaffold using aggregate public data only.</p>
+        <p><a href="docs/TIME_SOVEREIGNTY_CALIBRATION_NOTE_v0.1_PHASE_1A.md">Open note →</a></p>
+      </div>
+      <div class="card">
+        <h3>Pressure Form Recursion Test v0.2.1</h3>
+        <p>Grok Super Heavy correction patch: operational definitions, anti-circularity, alternatives, falsification, dynamics.</p>
+        <p><a href="docs/PRESSURE_FORM_RECURSION_TEST_v0.2.1_GROK_SUPER_HEAVY_CORRECTION_PATCH.md">Open patch →</a></p>
+      </div>
+      <div class="card">
+        <h3>Silent Substrate Test v0.1</h3>
+        <p>Propagation diagnostics for quiet contact, mulling, and silent carrier formation without mind-reading or scoring.</p>
+        <p><a href="docs/SILENT_SUBSTRATE_TEST_v0.1.md">Open note →</a></p>
       </div>
 
-      <div class="grid3">
-        <div class="card">
-          <h3>Substrate Cognition Translation Simulator</h3>
-          <p>
-            General cognition-route translator for HIR/OAM pressure grammar across light, heat, rhythm, electricity, and signal integrity.
-          </p>
-          <div class="meta">
-            <span class="pill">visual/map</span>
-            <span class="pill">story/metaphor</span>
-            <span class="pill">red-team</span>
-            <span class="pill">lived-context</span>
-          </div>
-          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator" target="_blank" rel="noopener">Open Cognition Simulator</a>
-        </div>
-
-        <div class="card">
-          <h3>Substrate Physics Translation Simulator</h3>
-          <p>
-            Physics concepts explained through cognition styles: motion, forces, energy, heat, waves, electricity, light, gravity, and quantum basics.
-          </p>
-          <div class="meta">
-            <span class="pill">physics stays physics</span>
-            <span class="pill">misconception guardrails</span>
-            <span class="pill">check-for-understanding</span>
-          </div>
-          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator" target="_blank" rel="noopener">Open Physics Simulator</a>
-        </div>
+      <div class="card">
+        <h3>Substrate Education Ecosystem Hub v0.1</h3>
+        <p>Local ecosystem subpage connecting the Cognition, Physics, and Math translation simulators under one Substrate education thesis.</p>
+        <p><a href="substrate_education_ecosystem_hub.html">Open local hub →</a></p>
+      </div>
+      <div class="card">
+        <h3>Substrate Cognition Translation Simulator</h3>
+        <p>Non-diagnostic cognition translation simulator: cognition-format mismatch is signal, not degradation.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator">Open Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>Substrate Physics Translation Simulator</h3>
+        <p>Cognition-aware physics translator: physics stays physics; the route changes so the learner can meet it.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator">Open Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>Substrate Math Translation Simulator</h3>
+        <p>Cognition-aware math translator: math stays math; the route changes so the learner can meet the structure.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator">Open Space →</a></p>
+      </div>
 
-        <div class="card">
-          <h3>Substrate Math Translation Simulator</h3>
-          <p>
-            Math concepts explained through cognition styles: arithmetic, fractions, algebra, functions, geometry, graphing, probability, statistics, calculus, and linear algebra.
-          </p>
-          <div class="meta">
-            <span class="pill">math stays math</span>
-            <span class="pill">define symbols</span>
-            <span class="pill">worked examples</span>
-          </div>
-          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator" target="_blank" rel="noopener">Open Math Simulator</a>
-        </div>
+      <div class="card">
+        <h3>Primordial Compute Stack v0.1</h3>
+        <p>Integration bundle connecting the runnable OS runtime, CyberSec suite, HIR-SPU hardware spec, GPU/RAM maps, canonical docs, and checksums.</p>
+        <p><a href="Primordial_Compute_Stack_v0.1_OUTER_UPLOAD.zip">Download bundle →</a></p>
       </div>
     </div>
   </section>
 
-  <section class="section" id="rules">
-    <div class="wrap">
-      <div class="ruleBox">
-        <h2>Substrate operating rules</h2>
-        <p class="sub">
-          The system is not a moderator that arbitrarily closes loops. It is a cognition-aware loop-steward layer:
-          preserve the structure, translate the route, mark uncertainty, and close only with integrity.
-        </p>
 
-        <div class="rules">
-          <div class="rule">
-            <strong>1. No forced closure</strong>
-            <span>A loop does not close because people are tired, uncomfortable, or dislike the expression style.</span>
-          </div>
-          <div class="rule">
-            <strong>2. Difference is signal</strong>
-            <span>Cognition-format mismatch is pressure to translate, not proof of defect, bad faith, or degradation.</span>
-          </div>
-          <div class="rule">
-            <strong>3. Structure stays honest</strong>
-            <span>Math remains math. Physics remains physics. Translation adapts the route without laundering the concept.</span>
-          </div>
-          <div class="rule">
-            <strong>4. Boundaries remain visible</strong>
-            <span>Misconceptions, assumptions, uncertainty, examples, proof limits, and closure state stay explicit.</span>
-          </div>
-        </div>
+  <section id="substrate">
+    <div class="sectionHead">
+      <div>
+        <h2>Substrate Education Layer</h2>
+        <p class="note">A cognition-aware education wing inside the larger Primordial Code ecosystem. These tools do not replace teachers, labs, practice, or formal rigor. They adapt explanation route while preserving structure.</p>
+      </div>
+    </div>
+    <div class="boundary">
+      <p><strong>Core thesis:</strong> A learner should not be made to feel stupid because the explanation arrived in the wrong format.</p>
+      <p><span class="code">S_learning,t = A_translation,t × B_structure,t − P_mismatch,t</span></p>
+      <p>Difference in cognition is a signal form, not degradation. Substrate preserves the concept, adapts the route, marks misconceptions, keeps unresolved layers open, and closes only with understanding and integrity.</p>
+    </div>
+    <div class="cardRow" style="margin-top:16px">
+      <div class="card">
+        <h3>Substrate Hub</h3>
+        <p>A local page compiling the current Substrate education simulator stack and roadmap toward live loop stewardship.</p>
+        <p><a href="substrate_education_ecosystem_hub.html">Open local hub →</a></p>
+      </div>
+      <div class="card">
+        <h3>Cognition Translation</h3>
+        <p>Translates HIR/OAM pressure grammar into different cognition routes without diagnosis, flattening, or forced closure.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator">Open HF Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>Physics Translation</h3>
+        <p>Explains motion, forces, energy, heat, waves, electricity, light, gravity, and quantum basics across cognition styles.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator">Open HF Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>Math Translation</h3>
+        <p>Explains arithmetic, fractions, algebra, functions, geometry, graphing, probability, statistics, calculus, and linear algebra basics across cognition styles.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator">Open HF Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>HIR Diamond Matrix Transfer</h3>
+        <p>Companion field-integrity simulator: signal transfer, residual sufficiency, handoff, audit artifact, quarantine, revocation, and re-proof routing.</p>
+        <p><a href="https://huggingface.co/spaces/HirModel/hir-diamond-matrix-transfer-simulator">Open HF Space →</a></p>
+      </div>
+      <div class="card">
+        <h3>Next: Live Loop Steward Simulator</h3>
+        <p>Multi-participant classroom/forum/thread synthesis: claims, memes, evidence, frustration, cognition-style signals, unresolved loops, and closure boundaries.</p>
+        <p><span class="note">Roadmap artifact, not yet deployed.</span></p>
       </div>
     </div>
   </section>
 
-  <section class="section" id="roadmap">
-    <div class="wrap">
-      <div class="sectionHead">
-        <div>
-          <h2>Roadmap: from translation to live loop stewardship</h2>
-          <p class="sub">
-            The translator stack is the first proof-of-wiring. The next major test is a live high-variance loop simulator:
-            messy classroom/forum/thread inputs synthesized without flattening cognition or forcing consensus.
-          </p>
-        </div>
+  <section id="registry">
+    <div class="sectionHead">
+      <div>
+        <h2>Artifact registry</h2>
+        <p class="note">Search or filter the expanded local artifact bundle. Local file links open packaged artifacts uploaded with this Space.</p>
+      </div>
+    </div>
+    <div class="search">
+      <input id="q" placeholder="Search artifacts: health, quantum, due process, DNA, pressure form, runtime…" />
+    </div>
+    <div class="nav" id="filters"></div>
+    <div class="registry" id="registryGrid"></div>
+  </section>
+
+  <section id="boundary">
+    <div class="sectionHead"><h2>Claims boundary</h2></div>
+    <div class="boundary">
+      <p>This ecosystem is not prophecy, not prediction, not empirical validation, not a policy tool, not an individual scoring system, not a carceral prediction loop, and not a claim of AI consciousness.</p>
+      <p>Artifacts are public systems-architecture scaffolds, simulations, calibration notes, review packets, and falsifiable candidates intended for critique, correction, testing, and refinement.</p>
+      <p class="code">Money is the proxy. Time is the substrate. Repair is the target.</p>
+    </div>
+  </section>
+
+  <section id="contact">
+    <div class="sectionHead"><h2>Contact / provenance</h2></div>
+    <div class="cardRow">
+      <div class="card">
+        <h3>Project contact</h3>
+        <p><a href="mailto:HIR.model@protonmail.com">HIR.model@protonmail.com</a></p>
+      </div>
+      <div class="card">
+        <h3>Public handle</h3>
+        <p>X / Twitter: <a href="https://x.com/primordial_code">@primordial_code</a></p>
+      </div>
+
+      <div class="card">
+        <h3>Substrate Education Hub</h3>
+        <p><a href="substrate_education_ecosystem_hub.html">Local Substrate education ecosystem page</a></p>
       </div>
 
-      <div class="timeline">
-        <div class="step">
-          <div class="num">01</div>
-          <div>
-            <h4>Single-user cognition translation</h4>
-            <p>Self-selected cognition route turns one concept into a readable explanation while preserving unresolved layers.</p>
-          </div>
-        </div>
-        <div class="step">
-          <div class="num">02</div>
-          <div>
-            <h4>Subject-specific translation</h4>
-            <p>Physics and math demonstrate that stable concept structures can be translated without treating learners as deficient.</p>
-          </div>
-        </div>
-        <div class="step">
-          <div class="num">03</div>
-          <div>
-            <h4>Live Loop Steward Simulator</h4>
-            <p>Multiple participants, memes, frustration, evidence, questions, confusion, and disagreement become pressure-mapped signals.</p>
-          </div>
-        </div>
-        <div class="step">
-          <div class="num">04</div>
-          <div>
-            <h4>Classroom / forum substrate</h4>
-            <p>Open loops produce artifacts: summaries, unresolved-loop ledgers, misconception maps, evidence spines, and closure notes.</p>
-          </div>
-        </div>
+      <div class="card">
+        <h3>Live simulator</h3>
+        <p><a href="https://huggingface.co/spaces/HirModel/primordial-calculus-300-year-simulation">Primordial Calculus — 300-Year Simulation</a></p>
       </div>
     </div>
   </section>
-</main>
 
-<footer>
-  <div class="wrap">
-    <p><strong>Boundary statement:</strong> This hub is a public-demo index for educational translation prototypes. It is not clinical, diagnostic, or a replacement for teachers, formal instruction, labs, practice, or domain expertise.</p>
-    <p class="copyline">Substrate Education Ecosystem Hub v0.1 · Primordial Code / HIR-OAM · Map the field. Translate the signal. Preserve the loop. Close only with integrity.</p>
-  </div>
-</footer>
+  <footer class="footer">
+    <p><strong>Primordial Code Ecosystem v0.3.3 Expanded Registry + Substrate Education Patch — Generator-First Patch</strong></p>
+    <p>Created and developed by Collin D. Weber · Primordial Calculus / HIR × OAM</p>
+  </footer>
+</div>
+
+<script>
+const artifacts = [{"file": "custom-pressure-form-generator/index.html", "title": "Custom Pressure Form Generator", "category": "Start Here / Core Pressure Form", "description": "Domain-agnostic systems-analysis interface for turning personal, school, work, ecological, financial, institutional, governance, security, or technical pressure inputs into bounded HIR/OAM pressure reads, route states, and repair-path framing.", "type": "html", "size_bytes": 30637}, {"file": "custom_pressure_form_generator_hf_ready_CC.zip", "title": "Custom Pressure Form Generator — HF Static Package", "category": "Start Here / Core Pressure Form", "description": "Hugging Face-ready static Space package for the operational pressure-form generator, including README, index.html, license, manifest, upload notes, and social card.", "type": "zip", "size_bytes": 1848519}, {"file": "https://huggingface.co/spaces/HirModel/hir-diamond-matrix-transfer-simulator", "title": "HIR Diamond Matrix Transfer Simulator", "category": "Substrate / Education / Cognition", "description": "Field-first HIR/OAM proof-of-wiring simulator for signal integrity, residual reconstruction, and chain continuity under pressure.", "type": "external", "size_bytes": null}, {"file": "https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator", "title": "Substrate Math Translation Simulator", "category": "Substrate / Education / Cognition", "description": "Cognition-aware math translation simulator: math stays math while the route changes so the learner can meet the structure.", "type": "external", "size_bytes": null}, {"file": "https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator", "title": "Substrate Physics Translation Simulator", "category": "Substrate / Education / Cognition", "description": "Cognition-aware physics translation simulator: physics stays physics while the explanation route adapts.", "type": "external", "size_bytes": null}, {"file": "https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator", "title": "Substrate Cognition Translation Simulator", "category": "Substrate / Education / Cognition", "description": "Non-diagnostic cognition translation simulator for HIR/OAM pressure grammar across different cognition and explanation routes.", "type": "external", "size_bytes": null}, {"file": "substrate_education_ecosystem_hub.html", "title": "Substrate Education Ecosystem Hub v0.1", "category": "Substrate / Education / Cognition", "description": "Local ecosystem subpage compiling the Cognition, Physics, and Math translation simulators plus the roadmap toward live loop stewardship.", "type": "html", "size_bytes": 18179}, {"file": "addiction_repair_map.html", "title": "Addiction Repair Architecture — HIR Framework", "category": "Biology / Health Systems", "description": "HIR × OAM mapping layer for biological, clinical, repair, or life-support systems.", "type": "html", "size_bytes": 96194}, {"file": "ai_model_drift_monitoring_layer.html", "title": "AI Model Drift Monitoring Layer - 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+      <span class="logo">HIR</span>
+      <span>Substrate Education Ecosystem</span>
+    </a>
+    <nav>
+      <a href="#stack">Stack</a>
+      <a href="#simulators">Simulators</a>
+      <a href="#rules">Rules</a>
+      <a href="#roadmap">Roadmap</a>
+    </nav>
+  </div>
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+
+<main id="top">
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+      <div>
+        <span class="eyebrow">Primordial Code · Substrate · Education Layer</span>
+        <h1><span class="gradient">Preserve the structure. Adapt the route.</span></h1>
+        <p class="lead">
+          Substrate is a cognition-aware education layer for translating concepts without flattening people.
+          It does not treat confusion as failure, cognition difference as degradation, or unresolved loops as something to close by force.
+        </p>
+        <div class="thesis">
+          <strong>Core thesis:</strong>
+          A learner should not be made to feel stupid because the explanation arrived in the wrong format.
+          Math stays math. Physics stays physics. The route changes so the learner can meet the structure.
+        </div>
+        <div class="ctas">
+          <a class="btn primary" href="#simulators">Open the simulator stack</a>
+          <a class="btn" href="https://huggingface.co/spaces/HirModel/primordial-code-ecosystem" target="_blank" rel="noopener">Primordial Code Ecosystem</a>
+          <a class="btn" href="https://huggingface.co/HirModel" target="_blank" rel="noopener">HirModel on Hugging Face</a>
+        </div>
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+          <h2>Substrate turns explanation into a pressure-mapped handoff.</h2>
+          <p>
+            Concept → cognition route → examples / symbols / metaphor / pacing → misconception guardrail → closure boundary.
+            The point is not to make everyone think the same. The point is to keep structure readable across difference.
+          </p>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <section class="section" id="stack">
+    <div class="wrap">
+      <div class="sectionHead">
+        <div>
+          <h2>The stack</h2>
+          <p class="sub">
+            The current public stack now has field integrity, cognition translation, physics translation, and math translation.
+            Together, they form a visible education substrate instead of isolated demos.
+          </p>
+        </div>
+      </div>
+
+      <div class="grid2">
+        <div class="card">
+          <h3>Signal / field integrity</h3>
+          <p>
+            The HIR Diamond Matrix Transfer Simulator tests whether structure survives pressure:
+            compression, pruning, residual loss, offline nodes, adversarial injection, revocation, and handoff.
+          </p>
+          <div class="meta">
+            <span class="pill">field-first</span>
+            <span class="pill">audit artifact</span>
+            <span class="pill">handoff integrity</span>
+          </div>
+          <a class="launch" href="https://huggingface.co/spaces/HirModel/hir-diamond-matrix-transfer-simulator" target="_blank" rel="noopener">Open Diamond Matrix Simulator</a>
+        </div>
+
+        <div class="card">
+          <h3>Cognitive / education integrity</h3>
+          <p>
+            The Substrate translator series tests whether meaning survives explanation pressure:
+            different cognition styles, symbol density, examples, pacing, metaphors, proof boundaries, and open-loop discipline.
+          </p>
+          <div class="meta">
+            <span class="pill">cognition-aware</span>
+            <span class="pill">non-diagnostic</span>
+            <span class="pill">loop steward</span>
+          </div>
+          <a class="launch" href="#simulators">View translator stack</a>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <section class="section" id="simulators">
+    <div class="wrap">
+      <div class="sectionHead">
+        <div>
+          <h2>Education simulators</h2>
+          <p class="sub">
+            Each simulator preserves the concept while adapting the explanation route.
+            They generate copyable outputs, JSON artifacts, visual signal fields, recommended supports, and closure boundaries.
+          </p>
+        </div>
+      </div>
+
+      <div class="grid3">
+        <div class="card">
+          <h3>Substrate Cognition Translation Simulator</h3>
+          <p>
+            General cognition-route translator for HIR/OAM pressure grammar across light, heat, rhythm, electricity, and signal integrity.
+          </p>
+          <div class="meta">
+            <span class="pill">visual/map</span>
+            <span class="pill">story/metaphor</span>
+            <span class="pill">red-team</span>
+            <span class="pill">lived-context</span>
+          </div>
+          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-cognition-translation-simulator" target="_blank" rel="noopener">Open Cognition Simulator</a>
+        </div>
+
+        <div class="card">
+          <h3>Substrate Physics Translation Simulator</h3>
+          <p>
+            Physics concepts explained through cognition styles: motion, forces, energy, heat, waves, electricity, light, gravity, and quantum basics.
+          </p>
+          <div class="meta">
+            <span class="pill">physics stays physics</span>
+            <span class="pill">misconception guardrails</span>
+            <span class="pill">check-for-understanding</span>
+          </div>
+          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-physics-translation-simulator" target="_blank" rel="noopener">Open Physics Simulator</a>
+        </div>
+
+        <div class="card">
+          <h3>Substrate Math Translation Simulator</h3>
+          <p>
+            Math concepts explained through cognition styles: arithmetic, fractions, algebra, functions, geometry, graphing, probability, statistics, calculus, and linear algebra.
+          </p>
+          <div class="meta">
+            <span class="pill">math stays math</span>
+            <span class="pill">define symbols</span>
+            <span class="pill">worked examples</span>
+          </div>
+          <a class="launch" href="https://huggingface.co/spaces/HirModel/substrate-math-translation-simulator" target="_blank" rel="noopener">Open Math Simulator</a>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <section class="section" id="rules">
+    <div class="wrap">
+      <div class="ruleBox">
+        <h2>Substrate operating rules</h2>
+        <p class="sub">
+          The system is not a moderator that arbitrarily closes loops. It is a cognition-aware loop-steward layer:
+          preserve the structure, translate the route, mark uncertainty, and close only with integrity.
+        </p>
+
+        <div class="rules">
+          <div class="rule">
+            <strong>1. No forced closure</strong>
+            <span>A loop does not close because people are tired, uncomfortable, or dislike the expression style.</span>
+          </div>
+          <div class="rule">
+            <strong>2. Difference is signal</strong>
+            <span>Cognition-format mismatch is pressure to translate, not proof of defect, bad faith, or degradation.</span>
+          </div>
+          <div class="rule">
+            <strong>3. Structure stays honest</strong>
+            <span>Math remains math. Physics remains physics. Translation adapts the route without laundering the concept.</span>
+          </div>
+          <div class="rule">
+            <strong>4. Boundaries remain visible</strong>
+            <span>Misconceptions, assumptions, uncertainty, examples, proof limits, and closure state stay explicit.</span>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+
+  <section class="section" id="roadmap">
+    <div class="wrap">
+      <div class="sectionHead">
+        <div>
+          <h2>Roadmap: from translation to live loop stewardship</h2>
+          <p class="sub">
+            The translator stack is the first proof-of-wiring. The next major test is a live high-variance loop simulator:
+            messy classroom/forum/thread inputs synthesized without flattening cognition or forcing consensus.
+          </p>
+        </div>
+      </div>
+
+      <div class="timeline">
+        <div class="step">
+          <div class="num">01</div>
+          <div>
+            <h4>Single-user cognition translation</h4>
+            <p>Self-selected cognition route turns one concept into a readable explanation while preserving unresolved layers.</p>
+          </div>
+        </div>
+        <div class="step">
+          <div class="num">02</div>
+          <div>
+            <h4>Subject-specific translation</h4>
+            <p>Physics and math demonstrate that stable concept structures can be translated without treating learners as deficient.</p>
+          </div>
+        </div>
+        <div class="step">
+          <div class="num">03</div>
+          <div>
+            <h4>Live Loop Steward Simulator</h4>
+            <p>Multiple participants, memes, frustration, evidence, questions, confusion, and disagreement become pressure-mapped signals.</p>
+          </div>
+        </div>
+        <div class="step">
+          <div class="num">04</div>
+          <div>
+            <h4>Classroom / forum substrate</h4>
+            <p>Open loops produce artifacts: summaries, unresolved-loop ledgers, misconception maps, evidence spines, and closure notes.</p>
+          </div>
+        </div>
+      </div>
+    </div>
+  </section>
+</main>
+
+<footer>
+  <div class="wrap">
+    <p><strong>Boundary statement:</strong> This hub is a public-demo index for educational translation prototypes. It is not clinical, diagnostic, or a replacement for teachers, formal instruction, labs, practice, or domain expertise.</p>
+    <p class="copyline">Substrate Education Ecosystem Hub v0.1 · Primordial Code / HIR-OAM · Map the field. Translate the signal. Preserve the loop. Close only with integrity.</p>
+  </div>
+</footer>
+</body>
+</html>