diff --git a/README.md b/README.md
index bbd0b7c7..8ed8f5b2 100644
--- a/README.md
+++ b/README.md
@@ -186,7 +186,7 @@ This chart shows the high-level distribution across the primary domains of Cloud
pie title Nubenetes Major Ecosystem Pillars
"Kubernetes Ecosystem" : 3500
"Developer Ecosystem" : 3000
- "Public/Private Cloud" : 2500
+ "Public and Private Cloud" : 2500
"CI/CD and GitOps" : 2200
"Infra as Code" : 1200
"SRE and Observability" : 1000
@@ -408,20 +408,20 @@ As of May 2026, Nubenetes implements a **Total Transparency Protocol** for AI op
### 6.7. Platinum Operational Tier (2026 Standards)
The "Platinum" tier represents the highest level of autonomous maintenance, focusing on industrial-grade safety, legal compliance, and real-time infrastructure synchronization.
-#### ⚖️ Legal & Compliance Guard
+#### Legal and Compliance Guard
- **License Integrity Monitoring**: The [Safety Guard](src/safety_guard.py) scans all repository links for license changes.
- **Restrictive License Alerting**: Immediate detection of transitions to non-free licenses (e.g., BSL, SSPL).
- **Compliance Dashboard**: Every PR includes a statistical summary of the ecosystem's license distribution to protect Open Source integrity (Mandate 33).
-#### 🛡️ Advanced Safety & Standard Hardening
+#### Advanced Safety and Standard Hardening
- **Structural Integrity Audit**: [Safety Guard](src/safety_guard.py) enforces [Mandate 30](GEMINI.md) by blocking ampersands (`&`) and emojis in section titles to ensure cross-platform rendering.
- **Anchor & TOC Validation**: Verifies that Table of Contents links point to valid, strictly lowercase anchors.
- **Rendering Risk Detection**: Ensures HTML blocks like `
` include the mandatory `markdown="1"` attribute ([Mandate 19](GEMINI.md)).
-#### 🔄 Infrastructure Auto-Sync
+#### Infrastructure Auto-Sync
- **Workflow UI Synchronization**: The [UI Sync Engine](src/sync_workflow_ui.py) automatically updates the [GitHub Actions Interface](.github/workflows/agentic_cron.yml) whenever [Curation Sources](data/curation_sources.yaml) are added or modified ([Mandate 11](GEMINI.md)).
-#### 🕵️ Reputation Pulse (Vaporware Filter)
+#### Reputation Pulse (Vaporware Filter)
- **Community-Based Vetting**: The [Curation Engine](src/agentic_curator.py) utilizes **Google Search Grounding** to cross-reference new tools with platforms like Reddit and Hacker News.
- **Suspicious Tool Labeling**: Autonomously penalizes and labels projects reported as abandoned or unstable as `[SUSPICIOUS]` in the [Global Inventory](data/inventory.yaml) ([Mandate 32](GEMINI.md)).
@@ -441,13 +441,13 @@ The following matrix details the operational jump from standard automation to th
```mermaid
graph TD
- A["Curation Source (YAML)"] --> B["[Mandate 11] UI Auto-Sync"]
- B --> C["GitHub Actions Interface"]
- D["Discovery Engine"] --> E["[Mandate 32] Reputation Grounding"]
+ A["Curation Source (YAML)"] --> B["[Mandate 11]
UI Auto-Sync"]
+ B --> C["GitHub Actions
Interface"]
+ D["Discovery Engine"] --> E["[Mandate 32]
Reputation Grounding"]
E --> F["Vaporware Filtering"]
F --> G["Global Inventory"]
- G --> H["[Mandate 33] License Dashboard"]
- H --> I["PR Platinum Audit Report"]
+ G --> H["[Mandate 33]
License Dashboard"]
+ H --> I["PR Platinum Audit
Report"]
```
---
@@ -512,15 +512,15 @@ For large-scale repository automation, Nubenetes prioritizes the **Pay-As-You-Go
### 7.5. Agentic Data Flow
```mermaid
graph TD
- AC[Agentic Curator] -->|Canonical Normalization| DB[(Unified DB)]
- LC[Link Cleaner] -->|Health & Metadata Enrichment| DB
- V2[V2 Vision Engine] -->|Elite Selection & Maturity Evolution| DB
+ AC["Agentic Curator"] -->|"Canonical Normalization"| DB[("Unified DB")]
+ LC["Link Cleaner"] -->|"Health and Metadata
Enrichment"| DB
+ V2["V2 Vision Engine"] -->|"Elite Selection and
Maturity Evolution"| DB
- DB -->|Metadata Sync| V1[V1 Archive: docs/]
- DB -->|Trending: The Agentic Pulse| V2P[V2 Portal: v2-docs/]
+ DB -->|"Metadata Sync"| V1["V1 Archive: docs/"]
+ DB -->|"Trending:
The Agentic Pulse"| V2P["V2 Portal: v2-docs/"]
subgraph Local Storage
- DB1[inventory.yaml]
+ DB1["inventory.yaml"]
end
```
@@ -598,19 +598,19 @@ The following flowchart illustrates how autonomous discovery and maintenance tas
```mermaid
graph TD
- subgraph "Phase 1: Knowledge Discovery & Maintenance"
+ subgraph "Phase 1: Knowledge Discovery and Maintenance"
A["New Curation Source
(X.com, RSS)"] --> B["[1] Agentic Curation"]
C["Scheduled / Manual Audit"] --> D["[4] Intelligent Cleaner"]
end
- B -->|Merged into develop| E{"V2 Sync Trigger"}
- D -->|Merged into develop| E
+ B -->|"Merged into develop"| E{"V2 Sync Trigger"}
+ D -->|"Merged into develop"| E
subgraph "Phase 2: Elite Optimization"
E --> F["[2] V2 Elite Builder"]
end
- subgraph "Phase 3: Documentation & Metrics"
+ subgraph "Phase 3: Documentation and Metrics"
F --> G["[3] README Sync"]
end
@@ -624,7 +624,7 @@ graph TD
### 9.4. Curation Flow Architecture
```mermaid
sequenceDiagram
- participant X as X.com / Sources
+ participant X as X.com and Sources
participant G as Gemini Agent
participant W1 as [1] Agentic Curation
participant W2 as [2] V2 Elite Builder
@@ -635,17 +635,17 @@ sequenceDiagram
W1->>X: Extract Raw Data
X-->>W1: Raw JSON/MD
- W1->>G: Evaluate & Score Assets
- G-->>W1: Scored & Categorized Assets
+ W1->>G: Evaluate and Score Assets
+ G-->>W1: Scored and Categorized Assets
W1->>R: Update docs/*.md (V1)
Note over R: V2 Builder Triggered...
W2->>R: Update v2-docs/ (Elite)
R->>W3: Trigger README Sync
- W3->>R: Update Metrics & TOC
- Note over R, M: Owner Review & Merge
+ W3->>R: Update Metrics and TOC
+ Note over R, M: Owner Review and Merge
R->>M: Sync develop to master
M->>P: Trigger Production Build
- P-->>P: Deploy V1 & V2 to nubenetes.com
+ P-->>P: Deploy V1 and V2 to nubenetes.com
```
### 9.5. Deployment Lifecycle