check point support MMA

MMA_Support/Tier2_Specialists.md

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+# Tier 2: Specialized Models (Experts/Tools)
+
+Tier 2 consists of a collection of specialized agents, models, or tools, each optimized for a specific domain or task. This allows the system to leverage "best-in-class" capabilities for different problems.
+
+## Key Responsibilities
+
+### 1. Task Execution
+*   Perform deep processing in a specific area (e.g., writing Python code, generating images, performing complex mathematical calculations).
+*   Operate within the constraints provided by the Tier 1 Orchestrator.
+
+### 2. Domain Expertise
+*   Provide specialized knowledge that a general model might lack.
+*   Utilize specialized formatting or protocols (e.g., returning structured JSON for data analysis tools).
+
+### 3. Tool Integration
+*   Act as wrappers for external APIs or local scripts (e.g., `shell_runner` in Manual Slop).
+*   Manage its own internal state or "scratchpad" during complex multi-step operations.
+
+## Common Specialist Examples
+*   **Code Expert:** Optimized for high-quality software engineering and debugging.
+*   **Search/Web Tool:** Specialized in retrieving and summarizing real-time information.
+*   **Data Scientist:** Capable of running statistical models and generating visualizations.
+*   **Creative Writer:** Focused on tone, narrative, and artistic expression.
+
+## Implementation Principles
+*   **Fine-Tuning:** Models in this tier are often smaller models fine-tuned on specialized datasets.
+*   **Isolation:** Specialists should ideally be stateless or have well-defined, temporary state to prevent cross-contamination.
+*   **Interface Standards:** Use consistent input/output formats (like JSON) to simplify communication with Tier 1.