README.md

metadata

license: apache-2.0
tags:
  - deckergui
  - persona
  - alignment
  - trait-scoring
  - governance
  - en
  - license:apache-2.0
library_name: deckergui
pipeline_tag: text-generation

DGUI Persona

Persona Trait Library & Alignment Scoring for DeckerGUI.

Overview

The Persona module provides persona trait libraries and alignment scoring. Every action must align with a persona at a threshold of >= 0.85 before execution is permitted.

Components (13 total)

1. CalibrationLoop — Iterative persona calibration
2. ConsentManager — User consent tracking
3. DriftDetector — Detects persona drift over time
4. GuildSelector — Routes to appropriate persona guild
5. InterviewCapture — Captures persona interview data
6. PersistenceBridge — Persona state persistence
7. ScenarioPicker — Selects relevant test scenarios
8. SwarmScaling — Multi-persona coordination
9. UnlockGate — Feature unlock based on persona score
10. ValidationSidebar — Real-time alignment display
11. WireframeView — Visual persona representation

7 Persona Guilds

Guild	Role	Core Trait
CFO	Financial Planning	Budget Optimization
DevOps	Infrastructure	Reliability
Researcher	Analysis	Accuracy
Security	Protection	Threat Prevention
Educator	Teaching	Knowledge Transfer
Operator	Execution	Efficiency
AgriTech	Agriculture	Yield Optimization

Alignment Scoring

persona_score = dot(action_embedding, persona_trait_vector)
if persona_score >= 0.85: allow
else: reject with explanation

Citation

@software{deckergui-persona,
  title={DGUI Persona},
  author={wan mohd azizi},
  year={2025},
  publisher={Hugging Face},
  url={https://huggingface.co/ctaxnagomi/DGUI-Persona}
}