https://github.com/mahmood726-cyber/gemini-rigor-framework

A high-performance engineering and visualization harness for autonomous AI research agents.
https://github.com/mahmood726-cyber/gemini-rigor-framework

ai-rigor e156 evidence-synthesis framework meta-analysis

Last synced: about 21 hours ago
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A high-performance engineering and visualization harness for autonomous AI research agents.

• Host: GitHub
• URL: https://github.com/mahmood726-cyber/gemini-rigor-framework
• Owner: mahmood726-cyber
• License: mit
• Created: 2026-04-12T23:57:28.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2026-06-07T19:43:31.000Z (about 2 months ago)
• Last Synced: 2026-06-07T21:21:44.873Z (about 2 months ago)
• Topics: ai-rigor, e156, evidence-synthesis, framework, meta-analysis
• Language: Python
• Size: 258 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Codeowners: .github/CODEOWNERS
  • Security: SECURITY.md

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README

          
# Gemini Rigor Framework (GRF) V3: Omega Edition

[![ci](https://github.com/mahmood726-cyber/gemini-rigor-framework/actions/workflows/ci.yml/badge.svg?branch=main)](https://github.com/mahmood726-cyber/gemini-rigor-framework/actions/workflows/ci.yml) [![codeql](https://github.com/mahmood726-cyber/gemini-rigor-framework/actions/workflows/codeql.yml/badge.svg?branch=main)](https://github.com/mahmood726-cyber/gemini-rigor-framework/actions/workflows/codeql.yml) [![license: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](LICENSE) [![python: 3.10+](https://img.shields.io/badge/python-3.10%2B-blue)](https://www.python.org/)

An engineering and visualization harness for autonomous AI research agents.

## New in V3 (Omega Edition)

- **Scientific Cinema Aesthetic**: Advanced CSS glassmorphism, aura gradients, and NYT-style editorial typography.

- **Scrollytelling Primitives**: Long-form narrative layouts with sticky visualization stages.

- **Localized Rigor**: Built-in support for localized D3.js and Persona UI assets (system fonts; no external CDN calls) for offline reliability.

- **Interactive Voids**: Specialized D3 logic for mapping clinical "deserts" and cross-project discordance.

## Core Protocols

### 1. Gemini Specialization Protocol (GSP)

- **Role Alignment**: Gemini acts as the **Strategic Lead** (Mapping & Scaling).

- **Implementation Honesty**: Mandatory "Static vs. Dynamic" disclosure tables.

- **Proof-of-Ingredient**: Automated verification of data existence before code-writing.

### 2. Universal Error Blocking (UEB)

- **Null-Safety**: Hard-wired immunity to `.toLowerCase()` and `.split()` logic bombs.

- **Deep Rigor**: NumPy aliasing protection (`.copy()`) and numerical precision mandates (`.sf()`).

- **Data Semantic Safety**: Replaces heuristic "magnitude guessing" with schema-aware logic.

### 3. Browser & Server Resilience

- **Origin Lock**: Forces `127.0.0.1` binding to prevent origin-mismatch security blocks.

- **Browser Rotation**: Automatic switching between Chrome, Edge, and Firefox to prevent multi-agent collisions.

## Getting Started

1. Clone this repository.

2. Link `assets/persona.css` and `assets/persona.js` to your project dashboards.

3. Use `browser_rotator.py` for all automated UI verification.

## License

MIT