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no external CDN calls) for offline reliability.\n- **Interactive Voids**: Specialized D3 logic for mapping clinical \"deserts\" and cross-project discordance.\n\n## Core Protocols\n### 1. Gemini Specialization Protocol (GSP)\n- **Role Alignment**: Gemini acts as the **Strategic Lead** (Mapping \u0026 Scaling).\n- **Implementation Honesty**: Mandatory \"Static vs. Dynamic\" disclosure tables.\n- **Proof-of-Ingredient**: Automated verification of data existence before code-writing.\n\n### 2. Universal Error Blocking (UEB)\n- **Null-Safety**: Hard-wired immunity to `.toLowerCase()` and `.split()` logic bombs.\n- **Deep Rigor**: NumPy aliasing protection (`.copy()`) and numerical precision mandates (`.sf()`).\n- **Data Semantic Safety**: Replaces heuristic \"magnitude guessing\" with schema-aware logic.\n\n### 3. Browser \u0026 Server Resilience\n- **Origin Lock**: Forces `127.0.0.1` binding to prevent origin-mismatch security blocks.\n- **Browser Rotation**: Automatic switching between Chrome, Edge, and Firefox to prevent multi-agent collisions.\n\n## Getting Started\n1. Clone this repository.\n2. Link `assets/persona.css` and `assets/persona.js` to your project dashboards.\n3. Use `browser_rotator.py` for all automated UI verification.\n\n## License\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahmood726-cyber%2Fgemini-rigor-framework","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmahmood726-cyber%2Fgemini-rigor-framework","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmahmood726-cyber%2Fgemini-rigor-framework/lists"}