docs: update .github/ISSUE_TEMPLATE/bug_report.md via Apex Optimizer

Author: chirag127

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,131 @@
+---
+name: Bug Report
+about: Report a bug in the Academic Data Science Automation Toolkit
+title: "Bug: [Brief Description of Bug]"
+labels: "bug"
+assignees: "chirag127"
+
+body:
+  - type: markdown
+    attributes:
+      value: | 
+        ### 🐛 Bug Report
+        Please provide a clear and concise description of the bug you are experiencing. Ensure you have reviewed the [CONTRIBUTING.md](https://github.com/chirag127/Academic-Data-Science-Automation-Toolkit-Python/blob/main/.github/CONTRIBUTING.md) guidelines before submitting.
+
+        **Important:** For security-related issues, please refer to our [SECURITY.md](https://github.com/chirag127/Academic-Data-Science-Automation-Toolkit-Python/blob/main/.github/SECURITY.md) policy.
+
+  - type: markdown
+    attributes:
+      value: | 
+        --- 
+
+        ## 1. Environment Details
+        This section helps us understand the context in which the bug occurred.
+
+  - type: input
+    id: version
+    attributes:
+      label: Toolkit Version
+      description: "The specific version of the toolkit you are using (e.g., 1.2.0 or the commit hash if from main)."
+      placeholder: "e.g., 1.2.0 / abc1234"
+    validations:
+      required: true
+
+  - type: input
+    id: python-version
+    attributes:
+      label: Python Version
+      description: "The Python version installed on your system."
+      placeholder: "e.g., 3.11.4"
+    validations:
+      required: true
+
+  - type: textarea
+    id: os
+    attributes:
+      label: Operating System & Version
+      description: "Specify your OS and its version (e.g., Ubuntu 22.04, macOS Ventura 13.5, Windows 11).
+      placeholder: "e.g., macOS Ventura 13.5 (Apple M1 Pro)"
+    validations:
+      required: true
+
+  - type: textarea
+    id: dependencies
+    attributes:
+      label: Key Dependencies (if applicable)
+      description: "List any specific versions of major libraries you are using, especially if they deviate from the standard toolkit dependencies."
+      placeholder: "e.g., pandas==2.0.3, numpy==1.25.1"
+    validations:
+      required: false
+
+  - type: markdown
+    attributes:
+      value: | 
+        --- 
+
+        ## 2. Bug Description
+        Provide a detailed explanation of the bug.
+
+  - type: textarea
+    id: description
+    attributes:
+      label: Describe the bug
+      description: "What is the unexpected behavior? What did you expect to happen?"
+      placeholder: "A clear and concise description of the bug."
+    validations:
+      required: true
+
+  - type: textarea
+    id: steps_to_reproduce
+    attributes:
+      label: Steps to Reproduce
+      description: "Provide step-by-step instructions to reproduce the bug. Be as detailed as possible."
+      placeholder: "1. Run command `python toolkit.py process --data input.csv`\n2. Observe error message..."
+    validations:
+      required: true
+
+  - type: textarea
+    id: expected_behavior
+    attributes:
+      label: Expected Behavior
+      description: "What did you expect to happen?"
+      placeholder: "The command should complete successfully and output results to output.txt."
+    validations:
+      required: true
+
+  - type: textarea
+    id: actual_behavior
+    attributes:
+      label: Actual Behavior
+      description: "What actually happened? Include any error messages or logs."
+      placeholder: "The command failed with a `KeyError: 'column_name'`.
+Traceback:
+python
+...error traceback...
+"
+    validations:
+      required: true
+
+  - type: markdown
+    attributes:
+      value: | 
+        --- 
+
+        ## 3. Additional Information
+        Any other context about the problem.
+
+  - type: textarea
+    id: additional_context
+    attributes:
+      label: Additional Context
+      description: "Screenshots, logs, relevant configurations, or any other context about the problem. You can attach screenshots by dragging and dropping them."
+      placeholder: "e.g., This bug only occurs when processing large datasets..."
+    validations:
+      required: false
+
+  - type: markdown
+    attributes:
+      value: | 
+        --- 
+
+        Thank you for helping improve the **Academic Data Science Automation Toolkit**!