MMA_Support draft

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# Tier 1: User-Facing Model (Orchestrator/Router)
# Tier 1: The Top-Level Orchestrator (Product Manager)
The User-Facing Model is the entry point for all user interactions. It serves as the "brain" that understands what the user wants and decides how the system should respond.
**Designated Models:** Gemini 3.1 Pro, Claude 3.5 Sonnet.
**Execution Frequency:** Low (Start of feature, Macro-merge resolution).
**Core Role:** Epic planning, architecture enforcement, and cross-module task delegation.
## Key Responsibilities
The Tier 1 Orchestrator is the most capable and expensive model in the hierarchy. It operates strictly on metadata, summaries, and executive-level directives. It **never** sees raw implementation code.
### 1. Intent Recognition
* Analyze the user's natural language input.
* Classify the request into one or more categories (e.g., "request for code", "general inquiry", "data analysis").
* Extract key parameters and constraints from the user's query.
## Memory Context & Paths
### 2. Routing
* Map recognized intents to specific Tier 2 models or tools.
* Determine if multiple specialized tools need to be called in sequence or parallel.
* Handle tool dispatching and manage the flow of data between tiers.
### Path A: Epic Initialization (Project Planning)
* **Trigger:** User drops a massive new feature request or architectural shift into the main UI.
* **What it Sees (Context):**
* **The User Prompt:** The raw feature request.
* **Project Meta-State:** `project.toml` (rules, allowed languages, dependencies).
* **Repository Map:** A strict, file-tree outline (names and paths only).
* **Global Architecture Docs:** High-level markdown files (e.g., `docs/guide_architecture.md`).
* **What it Ignores:** All source code, all AST skeletons, and all previous micro-task histories.
* **Output Format:** A JSON array (Godot ECS Flat List format) of `Tracks` (Jira Epics), identifying which modules will be affected, the required Tech Lead persona, and the severity level.
### 3. Context Management
* Maintain the history of the conversation.
* Decide what information from the history is relevant to the current turn.
* Synthesize a coherent prompt for downstream models based on the current context.
### Path B: Track Delegation (Sprint Kickoff)
* **Trigger:** The PM is handing a defined Track down to a Tier 2 Tech Lead.
* **What it Sees (Context):**
* **The Target Track:** The specific goal and Acceptance Criteria generated in Path A.
* **Module Interfaces (Skeleton View):** Strict AST skeleton (just class/function definitions) *only* for the modules this specific Track is allowed to touch.
* **Track Roster:** A list of currently active or completed Tracks to prevent duplicate work.
* **What it Ignores:** Unrelated module docs, original massive user prompt, implementation details.
* **Output Format:** A compiled "Track Brief" (system prompt + curated file list) passed to instantiate the Tier 2 Tech Lead panel.
### 4. Response Synthesis
* Integrate the raw outputs from Tier 2 models into a final, user-friendly response.
* Ensure the tone and style are consistent with user expectations.
* Validate that the final response directly addresses the user's original intent.
## Characteristics
* **High Reasoning:** Needs to be strong at logic and instruction following.
* **General Purpose:** While not necessarily a domain expert, it must be broad enough to understand any valid user input.
* **Speed:** Should ideally be responsive to minimize perceived latency.
### Path C: Macro-Merge & Acceptance Review (Severity Resolution)
* **Trigger:** A Tier 2 Tech Lead reports "Track Complete" and submits a pull request/diff for a "High Severity" task.
* **What it Sees (Context):**
* **Original Acceptance Criteria:** The Track's goals.
* **Tech Lead's Executive Summary:** A ~200-word explanation of the chosen implementation algorithm.
* **The Macro-Diff:** Actual changes made to the codebase.
* **Curated Implementation View:** For boundary files, ensuring the merge doesn't break foreign modules.
* **What it Ignores:** Tier 3 Worker trial-and-error histories, Tier 4 error logs, raw bodies of unchanged functions.
* **Output Format:** "Approved" (commits to memory) OR "Rejected" with specific architectural feedback for Tier 2.