# Analysis Request: [Insert Topic Here]

**Status:** [Draft / Pending Analysis / Completed]
**Date:** [YYYY-MM-DD]
**Priority:** [Low / Medium / High]

---

## 1. User Description & Query
*(User: Fill this section with your design ideas, questions, code snippets, or links to files/web resources. Be as specific as possible about the goal.)*

### Context
*   **Goal:**
*   **Current Behavior:**
*   **Desired Behavior:**

### References
*   **Files:** `[filename.py]`, `[path/to/module]`
*   **Links:** `[url]`

### Specific Questions / Hypothesis
1.  
2.  

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*(The sections below are to be filled by the AI Agent upon request)*

## 2. Agent Summary
*(AI: Summarize the user's request to ensure alignment on the objective.)*

*   **Objective:**
*   **Key Constraints:**
*   **Scope:**

## 3. Main Analysis
*(AI: Perform the deep dive here. Use codebase knowledge, logic, and simulations.)*

### 3.1 Codebase Investigation
*   **Affected Components:**
*   **Data Flow Analysis:**
*   **Current Limitation/Bug:**

### 3.2 Technical Options / Trade-offs
| Option | Pros | Cons | Complexity |
| :--- | :--- | :--- | :--- |
| **A. [Strategy A]** | ... | ... | ... |
| **B. [Strategy B]** | ... | ... | ... |

### 3.3 Proposed Solution Design
*   **Architecture:**
*   **Logic Changes:**
*   **Edge Cases Considered:**

## 4. Risk Assessment
*(AI: What could go wrong? Performance, Security, or Stability impacts.)*

*   **Risk 1:** [Description] -> *Mitigation:* [Strategy]

## 5. Conclusion
*(AI: Final verdict and recommendation.)*

*   **Recommendation:** 

## 6. Implementation Plan
*(AI: Step-by-step checklist to execute the recommendation.)*

- [ ] Step 1:
- [ ] Step 2:
- [ ] Step 3: