# Track Debrief: Saved System Prompt Presets

## Outcome
Implemented foundational "System Prompt Presets" with scoped inheritance (Global/Project) and integrated model parameters (Temperature, Top-P, Max Tokens).

## Conceptual Dilemma
During implementation, a conflict was identified between "Prompt Presets" and "Model Settings." Selecting a preset from a prompt dropdown currently overrides global model parameters, which is unintuitive when multiple prompts (Global, Project, MMA) contribute to a single agent turn.

## Future Direction: Agent Personas
To resolve this, we will move toward a **Unified Persona** model. 
- **Consolidation:** Provider, Model, Parameters, Prompts (all scopes), and Tool Presets will be grouped into a single "Persona" object.
- **UI Overhaul:** The "AI Settings" panel will be refactored to focus on "Active Persona" selection rather than fragmented prompt/model controls.
- **MMA Integration:** MMA agents will eventually be assigned specific Personas, allowing for differentiated behaviors (e.g., a "Creative Worker" vs. a "Strict QA").

## Implementation Sequence
1. **Track: Saved Tool Presets** (Upcoming)
2. **Track: Agent Tool Preference & Bias Tuning** (Upcoming)
3. **Track: Agent Personas: Unified Profiles & Tool Presets** (Final Consolidation) - *This track will consume the findings from this debrief and the components from the preceding tracks.*
