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CODA EITT
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INDEX.json

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"type": "HUF-REPO-INDEX",
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"version": "2.1",
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"created": "2026-04-13",
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"updated": "2026-04-13",
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"updated": "2026-04-17",
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"author": "Peter Higgins / Claude",
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"purpose": "Master index of the Higgins Unity Framework repository. Maps every folder with status, purpose, and AI training notes.",
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"project_status": "STABLErepo restructured, AI refresh validated across 5 platforms, all tests passed 2026-04-13",
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"project_status": "ACTIVEcodawork2026/ package consolidated, 78 aged drafts archived, geochemistry + Working Example added 2026-04-17",
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"refresh_entry": "ai-refresh/HUF_FAST_REFRESH.json → ai-refresh/HUF_INTEGRITY_MANIFEST.json → ai-refresh/HUF_ADMIN.json → this file"
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},
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"repository_structure": {
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"codawork2026": {
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"purpose": "Complete CoDaWork 2026 deliverables package — self-contained. Everything needed for Coimbra.",
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"status": "ACTIVE — consolidated 2026-04-17",
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"subfolders": {
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"presentation": "Talk PPTX + submitted abstract",
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"journals": "All formal PDF documents (11 PDFs, 200+ pages total)",
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"experiments": "Python builders, Working Example (11 plots + JSON), appendix_formulae",
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"reproducibility": "HIGGINS_REPRODUCIBILITY_PACKAGE.json v5.0",
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"primers": "4 personalized researcher briefings",
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"preparation": "Q&A prep, conversation guide",
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"extended": "Extended results, EITT handout, coffee table doc, 2 general conference handouts (CoDa+Time Series, Geochemistry Bridge)",
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"science": "Key supporting science (cheatsheet, adversarial tests, formulas, safety boundaries)",
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"data": "EMBER results, gold/silver ratio, geochemistry, NGFS scenarios"
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}
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},
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"ai-refresh": {
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"purpose": "AI speed-loading context. Any AI starts here.",
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"status": "STABLE — validated across Claude, ChatGPT, Grok, Copilot, Gemini on 2026-04-13",

README.md

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**Conference:** CoDaWork 2026, Coimbra, Portugal (June 2026). Abstract page 25.
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**Phase status (2026-04-15):** Phase 1 (CoDaWork 2026 submission content) marked STABLE. Phase 2 (EITT hardening for broader adoption) started the same day. Mission for Phase 2: *push EITT to pain point and protect users from pain.* See [`ai-refresh/PHASE_MARKERS.json`](ai-refresh/PHASE_MARKERS.json), [`science/eitt/EITT_PHASE_2_ROADMAP.md`](science/eitt/EITT_PHASE_2_ROADMAP.md), and [`science/eitt/EITT_SAFETY_BOUNDARIES.md`](science/eitt/EITT_SAFETY_BOUNDARIES.md).
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**Phase status (2026-04-17):** Phase 1 (CoDaWork 2026 submission content) marked STABLE. Phase 2 (EITT hardening for broader adoption) ACTIVE. **April 2026 — Geochemistry extension.** EITT validated on 40,666 real igneous rocks (Ball 2022 + AGDB3 Alaska), 8 major oxides, 37/39 TAS classification types pass. Foidite sole anomaly (deep mantle phase chaos). Gold Standard Working Example: complete 10-step Higgins Decomposition chain with pedagogical commentary from 5 analytical viewpoints (23-page PDF, 11 plots). New top-level [`codawork2026/`](codawork2026/) folder consolidates all deliverables. See [`ai-refresh/PHASE_MARKERS.json`](ai-refresh/PHASE_MARKERS.json) and [`codawork2026/README.md`](codawork2026/README.md).
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**Lineage:** The framework's engineering DNA traces to Rogue Wave Audio's DADC-DADI-ADAC loudspeaker diffraction correction chain (Dec 2024–Nov 2025), then through the Higgins Operator H₁ (Feb 2026), to HUF/EITT. The compositional structure was discovered empirically in acoustic engineering before it was formalized mathematically. Engineering sibling: [Rogue Wave Audio](https://github.com/PeterHiggins19/Rogue-Wave-Audio). See [`ai-refresh/MASTER_LINEAGE.json`](ai-refresh/MASTER_LINEAGE.json) for the full arc, [`briefings/THE_LINEAGE.md`](briefings/THE_LINEAGE.md) for the founding narrative, and [`science/coda-monitoring/ORIGIN_BRIDGE_DADC_TO_MC4.md`](science/coda-monitoring/ORIGIN_BRIDGE_DADC_TO_MC4.md) for the technical bridge. **Principle:** The past is our strength and our future.
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```
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HUF/
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├── codawork2026/ # ★ CODAWORK 2026 — COMPLETE PACKAGE ★
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│ ├── presentation/ # Talk PPTX + submitted abstract
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│ ├── journals/ # All formal PDF documents (11 PDFs)
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│ ├── experiments/ # Builders, Working Example, plots
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│ ├── reproducibility/ # HIGGINS_REPRODUCIBILITY_PACKAGE.json v5.0
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│ ├── primers/ # 4 researcher briefings
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│ ├── preparation/ # Q&A prep, conversation guide
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│ ├── extended/ # Extended results, handouts, bridge docs
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│ ├── science/ # Key supporting science docs
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│ └── data/ # EMBER, gold/silver, geochemistry, NGFS
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├── ai-refresh/ # AI STARTS HERE — fast context loading
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│ ├── HUF_FAST_REFRESH.json # All canonical values, single file
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│ ├── HUF_INTEGRITY_MANIFEST.json # Hash verification, drift patterns
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| 20 min | Chemistry results (the new frontier) | [`science/chemistry/`](science/chemistry/) |
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| 30 min | The kill test — 19 documented failure modes | [`huf-gov/governance/`](huf-gov/governance/) |
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| 10 min | Quantum correspondence (advanced) | [`science/quantum/`](science/quantum/) |
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| 23 pp | **Gold Standard Working Example** — step-by-step decomposition chain | [`codawork2026/journals/HIGGINS_Working_Example.pdf`](codawork2026/journals/HIGGINS_Working_Example.pdf) |
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|| **CoDaWork 2026 complete package** — everything for Coimbra | [`codawork2026/`](codawork2026/) |
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If you want to break it, the kill test is where to start.
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ai-refresh/HUF_ADMIN.json

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{
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"_meta": {
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"type": "HUF_ADMINISTRATIVE_REGISTER",
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"version": "1.1",
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"version": "2.1",
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"created": "2026-04-13",
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"updated": "2026-04-13",
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"updated": "2026-04-18",
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"author": "Peter Higgins",
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"purpose": "Single source of truth for all HUF project identity, contact information, websites, canonical names, terms, standards, and administrative references. Extends RWA-001. If any AI or document uses a different name, URL, or term — this file wins.",
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"update_authority": "Peter Higgins only"
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"full_name": "Higgins Unity Framework",
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"abbreviation": "HUF",
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"tagline": "Compositional structure as an open-loop monitoring signal.",
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"status": "STABLErepo restructured, AI refresh layer validated across 5 platforms, pre-publication",
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"status_date": "2026-04-13",
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"status": "ACTIVEPhase 2 EITT hardening in progress. HIVIP methodology established. Nuclear staircase programme (prime-2 mechanism, stability corridor). codawork2026/ package consolidated (65 files). Refresh chain v3.1.",
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"status_date": "2026-04-18",
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"founded": "2025",
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"domain": "Compositional data analysis (CoDa), Aitchison geometry, monitoring systems",
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"milestones": {
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"2025": "Framework conception, initial development",
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"2026-02": "Ratio State Monitoring name locked for literature submission",
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"2026-03": "GitHub repo launched, multi-AI collaboration established",
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"2026-04-13": "Full repo restructure. AI refresh layer (FAST_REFRESH + INTEGRITY_MANIFEST + ADMIN + spec) validated across Claude, ChatGPT, Grok, Copilot, Gemini. 286 files organized into 12 top-level folders. All five cold-start tests passed (10/10 questions). System declared STABLE.",
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"2026-04-17": "codawork2026/ package consolidated. 78 aged drafts archived. Geochemistry extension (40,666 rocks, 37/39 TAS pass). Gold Standard Working Example (10-step Higgins Decomposition, 23pp, 11 plots). CoDaWork talk deck (16 slides). Refresh chain v3.0. Geometric mean empirical proof articulated.",
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"2026-04-18": "HIVIP methodology established (Higgins Iterative Validation and Integrity Protocol). Nuclear staircase programme: prime-2 mechanism confirmed (every step dN=0,2,4,6), stability corridor Z=114-126/N≈184. 3 ChatGPT methodology briefings (precedent/lineage, project arc, nuclear assessment). 2 general conference handouts. Refresh chain v3.1.",
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"2026-06": "CoDaWork 2026, Coimbra, Portugal (upcoming)"
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}
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},
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"description": "RMS aggregator of 4 polarity-aligned roots (a0-a3), locked at p=2",
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"NOT": ["K_eff", "Keff", "K-effective"]
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},
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"hivp": {
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"full": "Higgins Iterative Validation Protocol",
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"short": "HIVP",
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"description": "Regression-chain rule for advancing the method without breaking prior DUTs",
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"NOT": ["HIVIP", "HUF Validation"]
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},
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"hivip": {
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"full": "Higgins Iterative Validation and Integrity Protocol",
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"short": "HIVIP",
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"description": "Umbrella methodology: theory + instrument development + contamination control + regression discipline",
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"one_line": "EITT is the science. The Higgins Decomposition is the engine. HIVP is the chain. HIVIP is the full methodology.",
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"NOT": ["HIVP", "HUF Protocol"]
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},
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"higgins_decomposition": {
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"full": "The Higgins Decomposition",
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"description": "Operational 10-step state-machine / process-line implementation of CoDa + EITT",
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"NOT": ["Higgins Method", "HUF Decomposition"]
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},
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"bell_test": {
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"result": "S = 2.2018",
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"classical_bound": 2.0,
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"full": "Our World in Data",
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"url": "https://ourworldindata.org/",
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"usage": "Energy and GDP cross-validation"
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},
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"ball_2022": {
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"full": "Ball 2022 Global Igneous Geochemistry Dataset",
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"usage": "40,666 real igneous rock compositions, 8 major oxides — EITT geochemistry validation"
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},
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"agdb3": {
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"full": "Alaska Geochemical Database v3 (AGDB3)",
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"usage": "Companion geochemistry dataset for cross-validation with Ball 2022"
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}
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},
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