diff --git a/IMPROVEMENT_AREAS.md b/IMPROVEMENT_AREAS.md
new file mode 100644
index 0000000..5f593b4
--- /dev/null
+++ b/IMPROVEMENT_AREAS.md
@@ -0,0 +1,213 @@
+# Potential Areas for Improvement
+
+This document identifies potential areas for improvement in the qbt (Quarto Book Template) repository based on a comprehensive code analysis.
+
+## 1. Code Quality & Error Handling
+
+### Python Scripts - Exception Handling
+
+**File**: `.github/scripts/create-docx-tracked-changes.py` (line 169)
+- **Issue**: Bare `except:` clause without exception type
+- **Problem**: Catches all exceptions including `KeyboardInterrupt` and `SystemExit`, masking critical errors
+- **Recommendation**: Change to `except Exception as e:` and add proper error logging
+
+**File**: `.github/scripts/detect-changed-chapters.py` (line 84)
+- **Issue**: Generic `except Exception:` without logging
+- **Problem**: Silent failures when file operations fail
+- **Recommendation**: Add logging to help troubleshoot failures
+
+**File**: `.github/scripts/highlight-html-changes.py` (lines 462-508)
+- **Issue**: Multiple subprocess calls with `check=False` without checking return codes
+- **Problem**: Git command failures are silently ignored
+- **Recommendation**: Check `result.returncode` or add proper error logging
+
+## 2. Hardcoded Configuration Values
+
+**File**: `.github/scripts/add-home-banner.py` (line 50)
+- **Issue**: Hardcoded DOCX filename `"UCD-SeRG-Lab-Manual-tracked-changes.docx"`
+- **Problem**: Not template-agnostic; requires modification for each book
+- **Recommendation**: Extract to environment variable or configuration file
+
+**File**: `.github/scripts/add-home-banner.py` (line 105)
+- **Issue**: Banner injected into ALL HTML files
+- **Problem**: Clutters every chapter with changes indicator
+- **Recommendation**: Only inject into `index.html` or make conditional
+
+**File**: `.github/scripts/create-docx-tracked-changes.py` (lines 108, 127, 191)
+- **Issue**: Hardcoded author name `'PR Preview'` and dates `'2024-01-01'`
+- **Problem**: Unrealistic metadata for tracking changes
+- **Recommendation**: Use actual PR date and contributor info from GitHub Actions
+
+## 3. Documentation Gaps
+
+### Missing Python Documentation
+- **Files**: All `.github/scripts/*.py` files
+- **Issue**: No docstrings or type hints
+- **Problem**: Difficult for contributors to understand function signatures
+- **Recommendation**: Add comprehensive docstrings with parameter and return types
+
+### Missing Scripts README
+- **Location**: `.github/scripts/` directory
+- **Issue**: No README explaining what each script does
+- **Problem**: Contributors can't understand or run scripts independently
+- **Recommendation**: Create `.github/scripts/README.md` with usage examples
+
+### Missing Troubleshooting Guide
+- **File**: `CONTRIBUTING.md`
+- **Issue**: No error handling documentation
+- **Problem**: Contributors don't know how to troubleshoot workflow failures
+- **Recommendation**: Add troubleshooting section
+
+## 4. Potential Bugs and Logic Issues
+
+**File**: `.github/scripts/detect-changed-chapters.py` (lines 117-140)
+- **Issue**: Nested path lookups could match wrong files
+- **Problem**: Unreliable when directory structure varies
+- **Recommendation**: Standardize path handling with explicit glob patterns
+
+**File**: `.github/scripts/highlight-html-changes.py` (lines 273-277)
+- **Issue**: Uses regex for HTML manipulation with `count=1`
+- **Problem**: Wrong element could be replaced if HTML content repeats
+- **Recommendation**: Use HTML parser (e.g., BeautifulSoup) instead of regex
+
+**File**: `.github/scripts/create-docx-tracked-changes.py` (lines 86-87)
+- **Issue**: Compares only paragraph text, not formatting or tables
+- **Problem**: Many document changes won't show as tracked
+- **Recommendation**: Compare XML representation or use proper DOCX diffing tool
+
+**File**: `.github/scripts/check-bibliography-dois.R` (lines 119-124)
+- **Issue**: Bare scoping assignment `<<-` in error handler
+- **Problem**: Fragile; could cause issues if structure changes
+- **Recommendation**: Use proper return mechanisms
+
+## 5. Security & Robustness Issues
+
+**File**: `.github/scripts/highlight-html-changes.py` (line 14)
+- **Issue**: HTML unescape without sanitization
+- **Problem**: Could be exploited with malicious content
+- **Recommendation**: Add HTML sanitization layer
+
+**File**: `.github/scripts/detect-changed-chapters.py` (lines 29-48)
+- **Issue**: Subprocess calls without timeout
+- **Problem**: Could hang indefinitely on network issues
+- **Recommendation**: Add timeout parameter (e.g., `timeout=30`)
+
+**File**: `.github/scripts/create-docx-tracked-changes.py` (lines 156-170)
+- **Issue**: Fallback to copy file without validation
+- **Problem**: Could silently deploy corrupted DOCX
+- **Recommendation**: Add validation before returning success
+
+## 6. Testing Gaps
+
+### Missing Unit Tests
+- **Issue**: No unit tests for any Python scripts
+- **Problem**: Regressions undetected; hard to refactor safely
+- **Recommendation**: Create `tests/` directory with pytest tests for:
+  - File change detection logic
+  - HTML highlighting functions
+  - DOCX comparison
+  - JSON output generation
+
+### Missing Integration Tests
+- **Issue**: No integration tests for workflow execution
+- **Problem**: Can't verify workflows work end-to-end
+- **Recommendation**: Add workflow test action or manual test documentation
+
+### Missing Test Fixtures
+- **Issue**: No test data/fixtures
+- **Problem**: Can't test with realistic sample documents
+- **Recommendation**: Create test fixtures with sample .qmd, HTML, DOCX files
+
+## 7. Workflow & Process Issues
+
+**File**: `.github/workflows/preview.yml` (lines 54-62)
+- **Issue**: Prints raw environment variables in logs
+- **Problem**: Could expose sensitive data in public logs
+- **Recommendation**: Remove debug output or use `::notice` instead
+
+**File**: `.github/workflows/check-bibliography-dois.yml` (line 45)
+- **Issue**: No timeout for R script with API calls
+- **Problem**: Could hang indefinitely waiting for CrossRef API
+- **Recommendation**: Add timeout to Rscript invocation
+
+**File**: `.github/workflows/lint-project.yaml`
+- **Issue**: Workflow name doesn't match filename
+- **Problem**: Confusing for navigation and CI/CD tracking
+- **Recommendation**: Use consistent naming
+
+## 8. Code Maintainability & Refactoring
+
+### Repeated Git Operations
+- **Files**: `detect-changed-chapters.py`, `create-docx-tracked-changes.py`, `highlight-html-changes.py`
+- **Issue**: Duplicate code for `git fetch`, `git ls-tree`, `git show`
+- **Recommendation**: Create shared utility module `.github/scripts/git_utils.py`
+
+### Repeated Path Handling
+- **Files**: Multiple scripts use `Path().glob()` and `os.getenv()`
+- **Recommendation**: Create `.github/scripts/config.py` for centralized configuration
+
+### HTML Parsing Complexity
+- **File**: `highlight-html-changes.py` (200+ lines of regex-based parsing)
+- **Issue**: Fragile and hard to maintain
+- **Recommendation**: Replace with proper HTML parsing using BeautifulSoup (`from bs4 import BeautifulSoup`) or `lxml`
+
+## 9. Configuration & Usability Issues
+
+**File**: `_quarto.yml` (line 6)
+- **Issue**: Placeholder values like `"Your Book Title"`, `"Your Name"`
+- **Problem**: Users forget to customize
+- **Recommendation**: Add validation script or warning when placeholders detected
+
+**File**: `lychee.toml` (lines 20-28)
+- **Issue**: URL patterns use exact placeholders; incomplete regex
+- **Problem**: URL checker may incorrectly validate URLs
+- **Recommendation**: Improve regex patterns
+
+**File**: `DESCRIPTION` (lines 6-7)
+- **Issue**: Placeholder values for author/email
+- **Problem**: Not valid R package metadata
+- **Recommendation**: Add initialization script that prompts for values
+
+## 10. Accessibility & Documentation
+
+**File**: `styles.css`
+- **Issue**: No CSS contrast validation for dark mode
+- **Problem**: May not be accessible to users with visual impairments
+- **Recommendation**: Document minimum contrast requirements; test with accessibility tools
+
+**File**: `.github/copilot-instructions.md`
+- **Issue**: May contain outdated instructions
+- **Recommendation**: Review and update for current best practices
+
+## 11. Dependency & Version Management
+
+### Missing Python Requirements File
+- **Files**: `.github/scripts/*.py` use external libraries
+- **Issue**: No `requirements.txt`
+- **Problem**: Cannot reproduce environment
+- **Recommendation**: Create `.github/scripts/requirements.txt` with version pins
+
+### Missing R Version Specification
+- **File**: `check-bibliography-dois.R`
+- **Issue**: Uses modern R syntax without version check
+- **Problem**: Could fail on older R versions
+- **Recommendation**: Add R version check at script start
+
+## 12. Other Notable Issues
+
+- **File**: `.github/workflows/summary.yml` - Uses experimental `actions/ai-inference` which may not be stable
+- **File**: `README.md` - Very long; should be split into separate documentation files
+- **File**: `.lintr.R` - Complex regex patterns not well-documented
+
+## Priority Summary
+
+| Priority | Category | Impact |
+|----------|----------|--------|
+| **High** | Error Handling | Bare except clauses mask critical errors |
+| **High** | Configuration | Hardcoded values prevent template reuse |
+| **High** | Security | Missing timeouts could cause hangs |
+| **Medium** | Testing | Zero test coverage prevents safe refactoring |
+| **Medium** | Documentation | Missing docstrings/type hints reduce maintainability |
+| **Medium** | Maintainability | Code duplication increases maintenance burden |
+| **Low** | Usability | Placeholder values could confuse users |
+| **Low** | Process | Inconsistent naming/organization |