- Research-Quest: Scientific Discovery Platform
Research-Quest: Scientific Discovery Platform
Research-Quest
A comprehensive desktop extension implementing the Research-Quest framework for systematic scientific reasoning through an 8-stage graph-based methodology.
Overview
The Research-Quest desktop extension provides researchers with a powerful tool for conducting systematic scientific analysis through a structured, graph-based approach. This extension implements the complete Research-Quest framework as defined in the Research-Quest.md specification, enabling:
- Systematic Research Methodology: 8-stage process from initialization to reflection
- Multi-dimensional Confidence Tracking: Bayesian belief updates with statistical rigor
- Interdisciplinary Research Support: Bridge nodes connecting different domains
- Causal Inference Capabilities: Pearl's do-calculus and counterfactual reasoning
- Temporal Pattern Analysis: Dynamic relationship modeling
- Bias Detection & Mitigation: Systematic bias identification and correction
- Impact Assessment: Research significance and utility estimation
- Collaborative Research Features: Multi-researcher attribution and consensus building
Architecture
8-Stage Research-Quest Framework
1. Initialization: Create root node with task understanding
2. Decomposition: Break down research task into fundamental dimensions
3. Hypothesis/Planning: Generate competing hypotheses with detailed metadata
4. Evidence Integration: Bayesian confidence updates with typed relationships
5. Pruning/Merging: Graph refinement based on confidence and impact
6. Subgraph Extraction: Focus on high-value research pathways
7. Composition: Generate structured research narratives
8. Reflection: Comprehensive quality audit and validation
Project Info
Created At
a year agoUpdated At
a year agoAuthor Name
Saptaswa DeyStar
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