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docs: document semantic cross-linking, multi-tagging and industrial learning flow mandates

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GEMINI.md
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- **Gold Resources (4 stars)**: Use bold formatting for the link text (e.g., `**[Link Title]**`).
- **Multi-Dimensional Tagging**: Every resource in V2 SHOULD have one or more maturity/type tags (e.g., `[DE FACTO STANDARD]`, `[GUIDE]`, `[CASE STUDY]`). The `[COMMUNITY-TOOL]` tag is the fallback for unclassified assets.
- **Star Consistency**: Maintain the 1-5 star scale for technical impact. Resources with 0 stars are considered "Standard References" and do not display a star prefix/suffix in the V2 UI.
38. **V2 Semantic Connectivity**: All V2 content generation MUST implement the **Semantic Cross-Linking Engine**. AI agents must autonomously identify related architectural patterns within the same strategic dimension and inject "💡 Explore Related" navigation blocks at the end of sections to facilitate a connected knowledge graph.
39. **Industrial Learning Flow**: V2 documents MUST follow an O'Reilly-style technical progression. Organization within sections must move from foundational theory and standards to advanced implementation details and emerging patterns.
40. **Autonomous Multi-Tagging**: Every resource evaluation MUST assign at least one maturity tag and one resource-type tag if applicable. Fallback to `[COMMUNITY-TOOL]` is only permitted after exhaustive classification failure.
37. **Linguistic Uniformity**: All core documentation (index, README, GEMINI.md) and V2 portal summaries MUST be written in **Professional Technical English**. V1 descriptions remain in their native language (Mandate 10).
## 🛠️ Structural Evolution & Navigation

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- **`**Bold Text**`**: **Gold Standard** (4 stars) – Highly recommended resources with strong industry momentum.
- **Stars (🌟)**: Represent technical impact (1-5 scale).
- **No stars**: Standard reference documentation and technical resources.
- **Multi-Dimensional Tagging (1:N):** Every resource is classified with multiple semantic tags (e.g., `[DE FACTO STANDARD]`, `[GUIDE]`, `[CASE STUDY]`, `[EMERGING]`) providing deep technical context and maturity status.
- **Semantic Cross-Linking:** The portal autonomously identifies and links related categories within the same strategic dimension (e.g., suggesting `Flux` when reading about `Argo`), creating a cohesive **Industrial Knowledge Graph**.
- **Executive Context**: Every strategic dimension features an AI-generated **State-of-the-Art Introduction** providing high-level architectural context and industry direction before the link listings.
- **Source of Truth:** The `v2-docs/` directory (Derived from V1).
- **Deployment:** [nubenetes.com/v2/](https://nubenetes.com/v2/)