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docs: mandate Database-First metrics and Linguistic Diversity visualization in README sync protocols
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GEMINI.md
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GEMINI.md
@@ -157,16 +157,17 @@ The `README.md` is the primary entry point for Nubenetes and must accurately ref
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### 1. Mandatory Updates on `develop` Branch
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Before any Pull Request is merged from `develop` to `master`, the `README.md` must be audited and updated to reflect the latest changes. This is critical for maintaining the "Source of Truth" status.
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### 2. Metric Recalculation
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Whenever a significant curation cycle (automatic or manual) is completed:
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### 2. Metric Recalculation (Database-First)
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Whenever a significant curation cycle (automatic or manual) is completed, the README MUST be updated using the **Unified Metadata Database** (`inventory.yaml`) as the sole source of truth:
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* **Database-Driven Exactness**: Link counts and density tables MUST NOT be derived from `grep` or file-system scans. They must reflect the actual entries in the inventory.
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* **Link Counts:** Update the "Heart of Nubenetes" table with the current total link count and specialized page count.
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* **Top Categories:** Recalculate the density of the top 10 categories.
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* **Top Categories:** Recalculate the density of the top 10 categories based on metadata.
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* **Historical Growth:** Add/update the monthly surge rows in the "2026: The Agentic Monthly Surge" table.
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* **Reference Estimates:** Use the established ratio (~4.13 links/commit) to estimate new reference growth if exact numbers aren't extracted by the bot.
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### 3. Visual & Diagram Sync
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* **Mermaid Charts:** If new top-level categories are created or existing ones grow significantly, update the "Major Ecosystem Pillars" and "Specialized Sub-ecosystems" pie charts.
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* **Architecture Flow:** If the Agentic Stack or the deployment lifecycle changes (e.g., new workflows, different dependencies), the corresponding Mermaid diagrams MUST be updated immediately.
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* **Mermaid Charts:** Update the "Major Ecosystem Pillars" pie chart to align with the **Strategic Dimensions** defined in the V2 portal.
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* **Linguistic Diversity**: Maintain a dedicated chart visualizing the project's commitment to **Global Access** (Mandate 10).
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* **Architecture Flow:** If the Agentic Stack or the deployment lifecycle changes, the corresponding Mermaid diagrams MUST be updated immediately.
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* **Robustness:** Follow the "Mermaid Diagram Best Practices" (node quoting, explicit direction) as defined in this document.
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### 4. V1 vs V2 Alignment
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