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

(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:

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