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