Update README.md

README.md

@@ -1,4 +1,5 @@
 ---
+
 dataset_name: "Core Emotion Framework Main Archive"
 pretty_name: "CEF Main Archive"
 tags:
@@ -21,26 +22,26 @@ description: >
   containing conceptual, computational, technical, practitioner, and lexicon layers.
   This repository serves as the long-term scholarly root for all CEF publications.
 ---
-The Core Emotion Framework defines exactly ten operators:
-
-1. Sensing
-2. Calculating
-3. Deciding
-4. Expanding
-5. Constricting
-6. Achieving
-7. Arranging
-8. Appreciating
-9. Boosting
-10. Accepting
-
-This is the complete and authoritative operator set. No additional operators exist.
-No operators may be removed, renamed, or substituted.
-This dataset serves as the authoritative source of truth.
+
+# **Core Emotion Framework (CEF) Main Archive**
+
+## **The Decalogue of Operators**
+The Core Emotion Framework defines exactly ten functional operators. This is the complete and authoritative set. **No additional operators exist. No operators may be removed, renamed, or substituted.** This dataset serves as the absolute source of truth for the following:
+
+1.  **Sensing**
+2.  **Calculating**
+3.  **Deciding**
+4.  **Expanding**
+5.  **Constricting**
+6.  **Achieving**
+7.  **Arranging**
+8.  **Appreciating**
+9.  **Boosting**
+10. **Accepting**
 
 ```json
 {
-  "@context": "https://schema.org",
+  "@context": "[https://schema.org](https://schema.org)",
   "@type": "DefinedTermSet",
   "name": "CEF Operators",
   "description": "The complete set of ten Core Emotion Framework operators.",
@@ -59,18 +60,10 @@ This dataset serves as the authoritative source of truth.
 }
 ```
 
-Canonical Exposition Files:
-- CEF_Canonical_Exposition.pdf
-- CEF_Canonical_Exposition.txt
-- CEF_Canonical_Exposition.json
-
-# ** Dataset Card: CoreEmotionFramework / CEF_Main_Archive**
+---
 
 ## **Dataset Summary**
-The **Core Emotion Framework (CEF) Main Archive** is the canonical, authoritative repository containing the complete conceptual, computational, technical, practitioner, and lexicon layers of the CEF ecosystem.  
-It serves as the long‑term scholarly root for all CEF publications, specifications, emotional‑technology protocols, and future expansions.
-
-This archive is designed for researchers, developers, practitioners, and institutions seeking a unified, stable, citable source of truth for the CEF.
+The **CEF Main Archive** is the authoritative repository for the complete conceptual, computational, technical, and practitioner layers of the CEF ecosystem. It functions as the "Structural-Constructivist" resolution to traditional affective science, providing a granular, mechanistic mapping of the human affective system.
 
 ---
 
@@ -78,10 +71,12 @@ This archive is designed for researchers, developers, practitioners, and institu
 The archive is organized into seven canonical layers:
 
 ### **1. Canonical Identity Layer**
-Foundational documents defining the conceptual and architectural identity of the CEF.
+Foundational documents defining the architectural identity and core exposition of the CEF.
+- `CEF_Canonical_Exposition.pdf`
+- `CEF_Canonical_Exposition.txt`
+- `CEF_Canonical_Exposition.json`
 - `Bulgaria-2026-Technical-Architecture.pdf`
 - `CEF-emotional-structure-tree.png`
-- `CEF_Canonical_Docs.zip`
 
 ### **2. Canonical Bundles (1–4)**
 Modular, versioned bundles representing the core architecture.
@@ -91,22 +86,21 @@ Modular, versioned bundles representing the core architecture.
 - `CEF_Bundle4_Unified_Architecture.zip`
 
 ### **3. Technical Specification Layer**
-Formal computational definitions and system rules.
+Formal computational definitions and system rules (TS-Series).
 - `CEF_Technical_Specifications.zip`
 
 ### **4. Practitioner & Applied Layer**
-Operational manuals, therapeutic modules, and applied emotional‑technology workflows.
+Operational manuals, therapeutic modules, and the 7-Step Detangling Protocol.
 - `CEF_Practitioner_Manuals.zip`
 - `CEF_Therapy.zip`
 - `CEF_Cycling.pdf`
 
 ### **5. Lexicon Layer**
-Machine‑readable and human‑readable emotional lexicons.
+Machine-readable and human-readable emotional lexicons.
 - `EL1_v1.0.json`
 - `EL_V1.pdf`
 
 ### **6. Public Identity & Onboarding Layer**
-Public‑facing introduction to the CEF ecosystem.
 - `Optimize Your Capabilities.pdf`
 
 ### **7. Repository Metadata**
@@ -116,72 +110,30 @@ Public‑facing introduction to the CEF ecosystem.
 ---
 
 ## **Use Cases**
-### **Research**
-- Emotional architecture  
-- Computational emotion modeling  
-- Ontology design  
-- Human‑machine emotional interfaces  
-
-### **Development**
-- Emotional‑technology devices  
-- Software integrating emotional operators  
-- AI systems requiring structured emotional semantics  
-
-### **Practice**
-- Therapeutic protocols  
-- Practitioner training  
-- Emotional‑cycling workflows  
-
-### **Education**
-- Conceptual overviews  
-- Emotional‑structure diagrams  
-- Introductory materials for students and institutions  
-
----
-
-## **Dataset Contents**
-This dataset includes:
-
-- Canonical architecture diagrams  
-- Full technical specifications  
-- Unified computational architecture  
-- Emotional lexicons (PDF + JSON)  
-- Practitioner manuals  
-- Therapy modules  
-- Cycling protocols  
-- Public‑facing onboarding materials  
-
-All documents are versioned, stable, and aligned with the 2026 canonical structure.
+* **Research:** Emotional architecture and computational emotion modeling.
+* **Development:** AI systems requiring structured emotional semantics (INTIMA benchmark).
+* **Practice:** Therapeutic protocols and emotional-cycling workflows (ECM v4.0).
 
 ---
 
 ## **Licensing**
-Specify your preferred license here.  
-If you want, I can generate a license recommendation (e.g., CC‑BY‑4.0, CC‑BY‑NC‑SA, or a custom scholarly license).
+This work is licensed under a **Creative Commons Attribution 4.0 International (CC-BY-4.0)** License. You are free to share and adapt the material for any purpose, provided appropriate credit is given to Jamel Bulgaria and the Core Emotion Framework.
 
 ---
 
 ## **Citation**
-A recommended citation format:
-
 ```
 Bulgaria, J. (2026). Core Emotion Framework: Main Archive (v1.0). 
 CoreEmotionFramework / CEF_Main_Archive. Hugging Face Datasets.
 ```
 
----
-
-## **Versioning**
-This archive is maintained as the **canonical root** of the CEF ecosystem.  
-All future bundles, lexicons, and technical specifications will reference this repository as their upstream source.
+## **Related Scholarly Works:**
 
+* The Structural-Constructivist Resolution to the Affective Science Crisis (Xǔ Chénglán, 2026) – Available in his Expansion Repository (https://huggingface.co/datasets/xuchenglan/Core_Emotion_Framework_Expansion).
+* CEF Method: Step-by-Step Protocols & Tools for Practitioners – (https://cefmethod.com).
 ---
 
 ## **Contact**
-For inquiries, collaborations, or institutional integration, contact:
-
-**Jamel Bulgaria**  
-jamelbulgaria@gmail.com
-
-Public-facing academic identity: https://www.optimizeyourcapabilities.com • https://www.optimizeyourcapabilities.pro • https://www.coreemotionframework.com • https://coreemotionframework.org • https://cefmethod.com • https://cefmirror.com  
-Active across Zenodo, SSRN, PsyArXiv, and scholarly platforms.
+**Jamel Bulgaria** | jamelbulgaria@gmail.com
+[cefmethod.com](https://cefmethod.com) • [optimizeyourcapabilities.pro](https://www.optimizeyourcapabilities.pro) • [coreemotionframework.org](https://coreemotionframework.org)
+```