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IMPROVEMENTS_ROADMAP.md•31.7 kB
# MCPM v5.0 - Improvements & Roadmap ## šŸŽÆ Executive Summary After deep analysis of your codebase, I've identified **47 improvements** across 8 categories. This roadmap prioritizes high-impact, quick-win features first, followed by architectural enhancements. **Current State:** - āœ… Solid foundation with GUI, CLI, MCP backend, and REST API - āœ… Good security practices (path sanitization, rate limiting) - āš ļø Several half-implemented features (LLM providers, reference dirs) - āš ļø Missing critical features (search, undo, syntax highlighting) - āš ļø Performance concerns (no caching, unbounded memory growth) --- ## šŸ“Š Quick Stats | Category | Items | Effort | Impact | |----------|-------|--------|--------| | šŸ”“ Critical Fixes | 8 | Medium | High | | 🟔 Feature Completion | 6 | Low | High | | 🟢 UX Enhancements | 12 | Medium | High | | šŸ”µ Performance | 8 | Medium | Medium | | 🟣 Developer Tools | 7 | Low | Medium | | 🟠 Advanced Features | 6 | High | Medium | | ⚪ Architecture | 5 | High | High | | šŸ”’ Security | 5 | Medium | High | **Total: 57 improvements identified** --- ## šŸ”“ CRITICAL FIXES (Do First!) ### 1. **Implement Missing LLM Providers** ⭐⭐⭐⭐⭐ **Issue:** Only Grok works, OpenAI/Claude/Ollama configured but not implemented **Location:** `mcp_backend.py:130-132` **Impact:** Users can't use other AI providers **Effort:** 2 hours ```python # Current issue: else: return f"Provider '{provider}' not active." # Need to add: elif provider == "openai": api_key = os.getenv("OPENAI_API_KEY") client = openai.AsyncOpenAI(api_key=api_key) resp = await client.chat.completions.create(...) elif provider == "claude": # Implement Anthropic API elif provider == "ollama": # Implement Ollama API ``` **Files to modify:** - `mcp_backend.py:104-134` --- ### 2. **Fix GUI Log Viewer** ⭐⭐⭐⭐⭐ **Issue:** GUI creates `fgd_server.log` but backend never writes to it **Location:** `gui_main_pro.py:229, mcp_backend.py:32` **Impact:** Log viewer is always empty **Effort:** 1 hour **Solution:** ```python # mcp_backend.py - Add file handler to logger log_file = self.watch_dir / "fgd_server.log" file_handler = logging.FileHandler(log_file) file_handler.setFormatter(logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')) logger.addHandler(file_handler) ``` --- ### 3. **Prevent Config Overwrite** ⭐⭐⭐⭐ **Issue:** GUI overwrites `fgd_config.yaml` every time server starts **Location:** `gui_main_pro.py:226-227` **Impact:** User configs are lost **Effort:** 30 minutes **Solution:** ```python # Check if config exists and ask before overwriting config_path = Path(dir_path) / "fgd_config.yaml" if config_path.exists(): reply = QMessageBox.question(self, "Config Exists", "Config file exists. Overwrite?", QMessageBox.StandardButton.Yes | QMessageBox.StandardButton.No) if reply == QMessageBox.StandardButton.No: return ``` --- ### 4. **Add Backup Cleanup System** ⭐⭐⭐⭐ **Issue:** `.bak` files accumulate without limit **Location:** `mcp_backend.py:298, 336` **Impact:** Disk space waste, clutter **Effort:** 1 hour **Solution:** ```python def cleanup_old_backups(self, filepath: Path, keep=5): """Keep only N most recent backups""" backup_pattern = filepath.parent / f"{filepath.stem}*.bak" backups = sorted(backup_pattern.glob(), key=lambda p: p.stat().st_mtime, reverse=True) for old_backup in backups[keep:]: old_backup.unlink() ``` --- ### 5. **Add Memory Size Limits** ⭐⭐⭐⭐ **Issue:** `.fgd_memory.json` grows unbounded **Location:** `mcp_backend.py:72-80` **Impact:** Performance degradation, large files **Effort:** 1 hour **Solution:** ```python def remember(self, key, value, category="general"): if category not in self.memories: self.memories[category] = {} # Limit memory entries per category if len(self.memories[category]) > 1000: # Remove oldest entries (by timestamp) sorted_items = sorted( self.memories[category].items(), key=lambda x: x[1].get("timestamp", ""), ) self.memories[category] = dict(sorted_items[-1000:]) self.memories[category][key] = {...} ``` --- ### 6. **Implement Reference Directories** ⭐⭐⭐ **Issue:** Feature configured but never used **Location:** `mcp_backend.py:151` **Impact:** Missing promised feature **Effort:** 2 hours **Solution:** Add new tool `search_reference_docs`: ```python Tool(name="search_reference", description="Search reference documentation", inputSchema={...}) @self.server.set_tool_handler("search_reference") async def search_reference(args): query = args["query"] results = [] for ref_dir in self.ref_dirs: # Search through reference directories for file in ref_dir.rglob("*.md"): if query.lower() in file.read_text().lower(): results.append(str(file)) return results ``` --- ### 7. **Add Proper Error Recovery** ⭐⭐⭐⭐ **Issue:** Server crashes aren't handled in GUI **Location:** `gui_main_pro.py:233-239` **Impact:** Silent failures **Effort:** 1 hour **Solution:** ```python # Monitor process and show errors def check_server_health(self): if self.process and self.process.poll() is not None: # Process died returncode = self.process.returncode if returncode != 0: QMessageBox.critical(self, "Server Crashed", f"MCP server exited with code {returncode}\n" f"Check {self.log_file} for details") self.status.setText("Status: Crashed") self.start_btn.setText("Start Server") # Add to timer self.health_timer = QTimer() self.health_timer.timeout.connect(self.check_server_health) self.health_timer.start(5000) # Check every 5 seconds ``` --- ### 8. **Add Transaction Rollback** ⭐⭐⭐⭐ **Issue:** No way to undo file edits **Location:** `mcp_backend.py:308-341` **Impact:** Accidental edits can't be reverted easily **Effort:** 2 hours **Solution:** ```python Tool(name="rollback_edit", description="Rollback last edit using .bak file") @self.server.set_tool_handler("rollback_edit") async def rollback_edit(args): filepath = args["filepath"] path = self._sanitize(filepath) backup = path.with_suffix('.bak') if not backup.exists(): return [TextContent(text="No backup found")] # Restore from backup shutil.copy2(backup, path) return [TextContent(text=f"Restored {filepath} from backup")] ``` --- ## 🟔 FEATURE COMPLETION (Quick Wins!) ### 9. **Add File Search** ⭐⭐⭐⭐⭐ **Missing:** No search functionality in GUI **Effort:** 2 hours **Impact:** HIGH - Essential feature **Add to GUI:** ```python # Search bar with fuzzy matching self.search_input = QLineEdit() self.search_input.setPlaceholderText("Search files (Ctrl+F)...") self.search_input.textChanged.connect(self.filter_tree) def filter_tree(self, text): """Filter tree view based on search""" # Hide non-matching items # Use fuzzy matching for better UX ``` --- ### 10. **Add Recent Files List** ⭐⭐⭐⭐ **Missing:** No quick access to recently edited files **Effort:** 1 hour ```python # Track in memory self.recent_files = [] # Show in sidebar self.recent_list = QListWidget() self.recent_list.itemClicked.connect(self.open_recent) ``` --- ### 11. **Add File Watcher Notifications** ⭐⭐⭐⭐ **Missing:** No UI feedback when files change **Effort:** 1 hour **Current:** `mcp_backend.py:176-191` collects changes but doesn't notify **Solution:** ```python # Add notification system def _on_file_change(self, event_type, path): # ... existing code ... # Send notification to GUI if hasattr(self, 'notification_callback'): self.notification_callback(event_type, path) ``` --- ### 12. **Add Drag & Drop Support** ⭐⭐⭐⭐ **Missing:** Can't drag files into GUI **Effort:** 1 hour ```python def __init__(self): self.setAcceptDrops(True) def dragEnterEvent(self, event): if event.mimeData().hasUrls(): event.accept() def dropEvent(self, event): for url in event.mimeData().urls(): path = url.toLocalFile() if Path(path).is_dir(): self.path_edit.setText(path) self.load_file_tree(path) ``` --- ### 13. **Add Keyboard Shortcuts** ⭐⭐⭐⭐⭐ **Missing:** No hotkeys for common actions **Effort:** 1 hour ```python # Add shortcuts QShortcut(QKeySequence("Ctrl+F"), self, self.focus_search) QShortcut(QKeySequence("Ctrl+R"), self, self.refresh_tree) QShortcut(QKeySequence("Ctrl+L"), self, self.clear_logs) QShortcut(QKeySequence("F5"), self, self.refresh_preview) QShortcut(QKeySequence("Ctrl+,"), self, self.open_settings) ``` --- ### 14. **Add Git Status in Tree** ⭐⭐⭐⭐ **Missing:** No visual indication of git status **Effort:** 2 hours ```python # Color-code files by git status def _add_tree_items(self, parent, path): git_status = self.get_git_status() for p in sorted(path.iterdir()): item = QTreeWidgetItem([p.name]) # Color based on status if str(p) in git_status.get('modified', []): item.setForeground(0, QColor('orange')) elif str(p) in git_status.get('untracked', []): item.setForeground(0, QColor('green')) ``` --- ## 🟢 UX ENHANCEMENTS ### 15. **Add Syntax Highlighting** ⭐⭐⭐⭐⭐ **Impact:** HUGE improvement to readability **Effort:** 3 hours ```python from PyQt6.QtGui import QSyntaxHighlighter, QTextCharFormat class PythonHighlighter(QSyntaxHighlighter): def __init__(self, parent=None): super().__init__(parent) self.highlight_rules = [] # Python keywords keyword_format = QTextCharFormat() keyword_format.setForeground(QColor('#569cd6')) keywords = ['def', 'class', 'import', 'if', 'else', ...] for word in keywords: self.highlight_rules.append((f'\\b{word}\\b', keyword_format)) # Apply to preview self.highlighter = PythonHighlighter(self.preview.document()) ``` --- ### 16. **Add Split Diff View** ⭐⭐⭐⭐ **Current:** Diff shown in single text box **Better:** Side-by-side comparison ```python class DiffViewer(QWidget): def __init__(self): layout = QHBoxLayout() self.left = QTextEdit() # Original self.right = QTextEdit() # Modified layout.addWidget(self.left) layout.addWidget(self.right) # Sync scrolling self.left.verticalScrollBar().valueChanged.connect( self.right.verticalScrollBar().setValue ) ``` --- ### 17. **Add Project Templates** ⭐⭐⭐ **New Feature:** Quick-start templates **Effort:** 2 hours ```python templates = { "python-cli": { "files": ["main.py", "requirements.txt", "README.md", ".gitignore"], "structure": "src/, tests/, docs/" }, "web-app": { "files": ["index.html", "style.css", "app.js"], "structure": "static/, templates/" } } # Add "New Project from Template" button ``` --- ### 18. **Add File Preview Modes** ⭐⭐⭐⭐ **Current:** Only text preview **Add:** Image preview, PDF preview, hex view ```python def on_file_click(self, item, column): path = Path(file_path) if path.suffix in ['.png', '.jpg', '.gif']: pixmap = QPixmap(str(path)) self.preview.setPixmap(pixmap) # Use QLabel instead elif path.suffix == '.pdf': # Use PyMuPDF to render elif self._is_binary(path): # Show hex view ``` --- ### 19. **Add Multi-File Operations** ⭐⭐⭐⭐ **Current:** Can only operate on one file at a time **Add:** Batch operations ```python # Select multiple files in tree self.tree.setSelectionMode(QAbstractItemView.SelectionMode.ExtendedSelection) # Operations def batch_delete(self): selected = self.tree.selectedItems() # Delete all selected def batch_commit(self): selected = self.tree.selectedItems() # Git add all selected ``` --- ### 20. **Add Settings Panel** ⭐⭐⭐⭐ **Missing:** No way to configure app from GUI **Effort:** 3 hours ```python class SettingsDialog(QDialog): def __init__(self): # Theme selection # Font size # Default LLM provider # Keybindings # File size limits # Gitignore patterns # Backup retention ``` --- ### 21. **Add Status Bar** ⭐⭐⭐ **Missing:** No feedback for operations **Effort:** 1 hour ```python self.statusBar = QStatusBar() self.layout.addWidget(self.statusBar) # Show messages self.statusBar.showMessage("File saved successfully", 3000) self.statusBar.showMessage(f"Watching: {self.watch_dir}") # Add progress bar for long operations self.progress = QProgressBar() self.statusBar.addPermanentWidget(self.progress) ``` --- ### 22. **Add Breadcrumb Navigation** ⭐⭐⭐ **Better than:** Path text edit **Effort:** 2 hours ```python class Breadcrumbs(QWidget): """Clickable path segments""" def __init__(self): layout = QHBoxLayout() # /home / user / project / src / main.py # Each segment is clickable to navigate ``` --- ### 23. **Add File Size/Line Count Stats** ⭐⭐⭐ **Show in tree:** File sizes, line counts **Effort:** 1 hour ```python item = QTreeWidgetItem([ p.name, f"{p.stat().st_size / 1024:.1f} KB", f"{len(p.read_text().splitlines())} lines" ]) ``` --- ### 24. **Add Auto-Save** ⭐⭐⭐⭐ **Prevent data loss** **Effort:** 1 hour ```python # Auto-save every 30 seconds self.autosave_timer = QTimer() self.autosave_timer.timeout.connect(self.auto_save) self.autosave_timer.start(30000) def auto_save(self): if self.preview.document().isModified(): # Save to .autosave file ``` --- ### 25. **Add Minimap** ⭐⭐⭐ **Like VSCode:** Small code overview on right side **Effort:** 4 hours (complex) --- ### 26. **Add Code Folding** ⭐⭐⭐ **Collapse functions/classes** **Effort:** 4 hours (complex) --- ## šŸ”µ PERFORMANCE OPTIMIZATIONS ### 27. **Add File Caching** ⭐⭐⭐⭐ **Issue:** Re-reads files on every access **Effort:** 2 hours ```python class FileCache: def __init__(self, max_size_mb=100): self.cache = {} self.max_size = max_size_mb * 1024 * 1024 def get(self, path: Path): key = (str(path), path.stat().st_mtime) if key in self.cache: return self.cache[key] content = path.read_text() self._add_to_cache(key, content) return content ``` --- ### 28. **Add Lazy Tree Loading** ⭐⭐⭐⭐ **Issue:** Loading large directories is slow **Effort:** 2 hours ```python # Only load visible items def _add_tree_items(self, parent, path): parent.setChildIndicatorPolicy( QTreeWidgetItem.ChildIndicatorPolicy.ShowIndicator ) def on_tree_expanded(self, item): # Load children only when expanded if item.childCount() == 0: self._load_children(item) ``` --- ### 29. **Add Incremental Search** ⭐⭐⭐ **Issue:** Search is slow on large projects **Effort:** 3 hours ```python # Use ripgrep for fast searching import subprocess def search_files(self, query): result = subprocess.run( ['rg', query, '--json'], capture_output=True ) # Parse and display results ``` --- ### 30. **Add Connection Pooling for LLM** ⭐⭐⭐ **Issue:** Creates new HTTP session for each request **Effort:** 1 hour ```python class LLMBackend: def __init__(self, config): self.session = None # Reuse aiohttp session async def __aenter__(self): self.session = aiohttp.ClientSession() return self async def __aexit__(self, *args): await self.session.close() ``` --- ### 31. **Add Memory Store Compression** ⭐⭐⭐ **Issue:** JSON is verbose **Effort:** 1 hour ```python import gzip import json def _save(self): with gzip.open(self.memory_file.with_suffix('.json.gz'), 'wt') as f: json.dump(self.memories, f) ``` --- ### 32. **Add Background Thread for File Operations** ⭐⭐⭐⭐ **Issue:** GUI freezes during I/O **Effort:** 3 hours ```python from PyQt6.QtCore import QThread, pyqtSignal class FileLoaderThread(QThread): finished = pyqtSignal(str) def run(self): content = self.path.read_text() self.finished.emit(content) # Use for large files thread = FileLoaderThread(path) thread.finished.connect(self.preview.setPlainText) thread.start() ``` --- ### 33. **Add Database for Metadata** ⭐⭐⭐ **Issue:** Parsing memory JSON is slow **Effort:** 4 hours ```python import sqlite3 # Store file metadata, memories, commits in SQLite # Much faster queries # ACID transactions ``` --- ### 34. **Add Request Batching** ⭐⭐⭐ **Issue:** Multiple API calls for related operations **Effort:** 2 hours ```python # Batch multiple file reads into one request Tool(name="read_multiple_files", ...) @self.server.set_tool_handler("read_multiple_files") async def read_multiple(args): results = {} for filepath in args["filepaths"]: results[filepath] = self._read_file_internal(filepath) return results ``` --- ## 🟣 DEVELOPER TOOLS ### 35. **Add Test Suite** ⭐⭐⭐⭐⭐ **Missing:** No tests! **Effort:** 4 hours ```python # tests/test_mcp_backend.py import pytest from mcp_backend import FGDMCPServer def test_sanitize_path(): server = FGDMCPServer("test_config.yaml") safe = server._sanitize("../../../etc/passwd") assert "etc/passwd" not in str(safe) def test_gitignore_matching(): ... ``` --- ### 36. **Add Logging Levels Configuration** ⭐⭐⭐ **Current:** Hardcoded INFO level **Effort:** 30 minutes ```python log_level = os.getenv("LOG_LEVEL", "INFO") logging.basicConfig(level=getattr(logging, log_level)) ``` --- ### 37. **Add Performance Profiling** ⭐⭐⭐ **For optimization:** Track slow operations **Effort:** 2 hours ```python import time from functools import wraps def profile(func): @wraps(func) async def wrapper(*args, **kwargs): start = time.perf_counter() result = await func(*args, **kwargs) duration = time.perf_counter() - start logger.info(f"{func.__name__} took {duration:.3f}s") return result return wrapper @profile async def read_file(args): ... ``` --- ### 38. **Add API Documentation** ⭐⭐⭐⭐ **Current:** Only code comments **Add:** OpenAPI/Swagger docs ```python # FastAPI auto-generates this! # Just add docstrings and it appears at /docs @app.get("/api/status") async def status(request: Request): """ Get current server status. Returns: StatusResponse: Server status including: - api: API health - mcp_running: MCP server status - watch_dir: Current watch directory """ ``` --- ### 39. **Add CLI Completion** ⭐⭐⭐ **For claude_bridge.py** **Effort:** 1 hour ```python # Add tab completion for file paths import readline import glob def path_completer(text, state): return (glob.glob(text+'*')+[None])[state] readline.set_completer_delims(' \t\n;') readline.parse_and_bind("tab: complete") readline.set_completer(path_completer) ``` --- ### 40. **Add Docker Support** ⭐⭐⭐ **Easy deployment** **Effort:** 1 hour ```dockerfile FROM python:3.11-slim WORKDIR /app COPY requirements.txt . RUN pip install -r requirements.txt COPY . . EXPOSE 8456 CMD ["python", "server.py"] ``` --- ### 41. **Add Environment Config Validation** ⭐⭐⭐⭐ **Catch missing API keys early** **Effort:** 1 hour ```python def validate_environment(): required = { "grok": "XAI_API_KEY", "openai": "OPENAI_API_KEY", "claude": "ANTHROPIC_API_KEY" } provider = config['llm']['default_provider'] key_name = required.get(provider) if key_name and not os.getenv(key_name): raise ValueError(f"Missing {key_name} for {provider}") ``` --- ## 🟠 ADVANCED FEATURES ### 42. **Add AI Code Review** ⭐⭐⭐⭐⭐ **Use LLM to review code before commit** **Effort:** 3 hours ```python Tool(name="ai_code_review", description="Get AI feedback on changes") @self.server.set_tool_handler("ai_code_review") async def ai_review(args): # Get diff diff = subprocess.run(['git', 'diff'], capture_output=True).stdout # Ask LLM for review prompt = f"Review this code change:\n{diff}\n\nProvide:\n1. Bugs\n2. Improvements\n3. Style issues" review = await self.llm.query(prompt) return [TextContent(text=review)] ``` --- ### 43. **Add Semantic Search** ⭐⭐⭐⭐ **Search by meaning, not just text** **Effort:** 6 hours ```python # Use embeddings to find similar code from sentence_transformers import SentenceTransformer class SemanticSearch: def __init__(self): self.model = SentenceTransformer('all-MiniLM-L6-v2') self.embeddings = {} def index_file(self, path, content): embedding = self.model.encode(content) self.embeddings[path] = embedding def search(self, query): query_emb = self.model.encode(query) # Find most similar ``` --- ### 44. **Add Collaborative Editing** ⭐⭐⭐ **Multiple users can edit together** **Effort:** 10 hours (complex) ```python # Use WebSocket for real-time sync # Operational Transform or CRDT for conflict resolution ``` --- ### 45. **Add Plugin System** ⭐⭐⭐⭐ **Let users extend functionality** **Effort:** 5 hours ```python class Plugin: def __init__(self, server): self.server = server def register_tools(self): """Return list of new MCP tools""" return [] def on_file_change(self, event): """Hook into file changes""" pass # Load plugins for plugin_file in Path("plugins").glob("*.py"): plugin = load_plugin(plugin_file) plugin.register_tools() ``` --- ### 46. **Add AI Chat Mode** ⭐⭐⭐⭐⭐ **Conversational interface in GUI** **Effort:** 4 hours ```python class ChatPanel(QWidget): """ Chat with AI about your code - Ask questions about files - Request code generation - Get explanations """ def __init__(self): self.chat_history = QTextEdit() self.input = QLineEdit() self.input.returnPressed.connect(self.send_message) ``` --- ### 47. **Add Code Snippets Library** ⭐⭐⭐ **Save and reuse code patterns** **Effort:** 2 hours ```python # Store commonly used snippets snippets = { "python-main": 'if __name__ == "__main__":\n main()', "python-argparse": '...', "python-logging": '...' } # Quick insert in GUI ``` --- ## ⚪ ARCHITECTURE IMPROVEMENTS ### 48. **Separate Backend from GUI** ⭐⭐⭐⭐ **Current:** GUI launches backend as subprocess **Better:** Backend as standalone service, GUI as client **Benefits:** - Backend can run independently - Multiple GUIs can connect - Easier to test - Better separation of concerns --- ### 49. **Add Event Bus** ⭐⭐⭐ **Current:** Components don't communicate well **Better:** Pub-sub for loose coupling ```python class EventBus: def __init__(self): self.subscribers = {} def publish(self, event, data): for callback in self.subscribers.get(event, []): callback(data) def subscribe(self, event, callback): self.subscribers.setdefault(event, []).append(callback) # Usage bus.subscribe('file_changed', lambda data: update_ui(data)) bus.publish('file_changed', {'path': 'main.py'}) ``` --- ### 50. **Add Configuration Management** ⭐⭐⭐⭐ **Current:** Config scattered across files **Better:** Centralized config with validation ```python from pydantic import BaseSettings class MCPMConfig(BaseSettings): watch_dir: Path llm_provider: str = "grok" max_file_size_kb: int = 250 backup_retention: int = 5 log_level: str = "INFO" class Config: env_file = ".env" # Automatic validation! config = MCPMConfig() ``` --- ### 51. **Add Dependency Injection** ⭐⭐⭐ **Better testability** **Effort:** 4 hours ```python # Instead of hard dependencies: class FGDMCPServer: def __init__(self, config_path): self.memory = MemoryStore(...) # Hard dependency self.llm = LLMBackend(...) # Hard dependency # Use injection: class FGDMCPServer: def __init__(self, config, memory_store, llm_backend): self.memory = memory_store # Injected self.llm = llm_backend # Injected # Now easy to mock for testing! ``` --- ### 52. **Add API Versioning** ⭐⭐⭐ **Future-proof the REST API** **Effort:** 2 hours ```python # server.py @app.get("/api/v1/status") # Version 1 @app.get("/api/v2/status") # Version 2 # Or use headers: @app.get("/api/status") async def status(request: Request, api_version: str = Header("1")): if api_version == "2": # New format else: # Old format ``` --- ## šŸ”’ SECURITY ENHANCEMENTS ### 53. **Add API Authentication** ⭐⭐⭐⭐⭐ **Current:** REST API is open **Risk:** Anyone can access **Effort:** 2 hours ```python from fastapi.security import HTTPBearer, HTTPAuthorizationCredentials security = HTTPBearer() @app.get("/api/status") async def status(credentials: HTTPAuthorizationCredentials = Depends(security)): token = credentials.credentials if not verify_token(token): raise HTTPException(401, "Invalid token") ``` --- ### 54. **Add Input Sanitization for LLM** ⭐⭐⭐⭐ **Current:** Raw user input to LLM **Risk:** Prompt injection **Effort:** 1 hour ```python def sanitize_prompt(prompt: str) -> str: # Remove potential injection attempts # Limit length # Escape special characters if len(prompt) > 10000: raise ValueError("Prompt too long") return prompt ``` --- ### 55. **Add File Access Audit Log** ⭐⭐⭐ **Track who accessed what** **Effort:** 1 hour ```python def audit_log(action, filepath, user=None): with open("audit.log", "a") as f: f.write(f"{datetime.now()} - {user} - {action} - {filepath}\n") # Call on every file operation ``` --- ### 56. **Add Content-Type Validation** ⭐⭐⭐ **Prevent malicious file uploads** **Effort:** 1 hour ```python def validate_file_content(path: Path): """Ensure file is actually what extension says""" import magic mime = magic.from_file(str(path), mime=True) expected = { '.py': 'text/x-python', '.js': 'text/javascript', } if path.suffix in expected: if mime != expected[path.suffix]: raise ValueError(f"File content doesn't match extension") ``` --- ### 57. **Add Secrets Scanner** ⭐⭐⭐⭐⭐ **Prevent committing API keys** **Effort:** 2 hours ```python import re SECRET_PATTERNS = [ r'[A-Za-z0-9]{32}', # Generic API key r'sk-[A-Za-z0-9]{48}', # OpenAI key r'xai-[A-Za-z0-9]+', # xAI key ] def scan_for_secrets(content: str): for pattern in SECRET_PATTERNS: if re.search(pattern, content): return True return False # Run before git commit ``` --- ## šŸ“‹ IMPLEMENTATION PRIORITY ### Phase 1: Quick Wins (1-2 weeks) 1. Implement missing LLM providers (#1) 2. Fix GUI log viewer (#2) 3. Add backup cleanup (#4) 4. Add keyboard shortcuts (#13) 5. Add file search (#9) 6. Add syntax highlighting (#15) 7. Fix config overwrite (#3) **Impact:** šŸ”„šŸ”„šŸ”„ Huge UX improvement --- ### Phase 2: Core Features (2-3 weeks) 1. Add memory size limits (#5) 2. Add transaction rollback (#8) 3. Implement reference directories (#6) 4. Add settings panel (#20) 5. Add git status in tree (#14) 6. Add multi-file operations (#19) 7. Add test suite (#35) **Impact:** šŸ”„šŸ”„ Professional-grade features --- ### Phase 3: Performance (1-2 weeks) 1. Add file caching (#27) 2. Add lazy tree loading (#28) 3. Add background threads (#32) 4. Add connection pooling (#30) **Impact:** šŸ”„ Faster, smoother --- ### Phase 4: Advanced (3-4 weeks) 1. Add AI code review (#42) 2. Add AI chat mode (#46) 3. Add plugin system (#45) 4. Add semantic search (#43) 5. Separate backend/GUI (#48) **Impact:** šŸ”„šŸ”„šŸ”„ Game-changing features --- ### Phase 5: Security (1 week) 1. Add API authentication (#53) 2. Add secrets scanner (#57) 3. Add input sanitization (#54) **Impact:** šŸ”„šŸ”„ Production-ready --- ## šŸŽÆ Recommended Next Steps ### If you want QUICK IMPACT: **Do these 5 things (6-8 hours total):** 1. Implement OpenAI/Claude/Ollama providers 2. Fix GUI log viewer 3. Add keyboard shortcuts 4. Add syntax highlighting 5. Add file search **Result:** App feels 10x more professional --- ### If you want STABILITY: **Do these 5 things (8-10 hours total):** 1. Add backup cleanup 2. Add memory size limits 3. Fix config overwrite 4. Add error recovery 5. Add test suite **Result:** Production-ready reliability --- ### If you want WOW FACTOR: **Do these 5 things (15-20 hours total):** 1. Add AI code review 2. Add AI chat mode in GUI 3. Add semantic search 4. Add syntax highlighting 5. Add split diff view **Result:** Competitors can't match this --- ## šŸ“Š Effort vs Impact Matrix ``` HIGH IMPACT, LOW EFFORT (DO FIRST!) ā”œā”€ Implement missing LLM providers (2h) ā”œā”€ Fix GUI log viewer (1h) ā”œā”€ Add keyboard shortcuts (1h) ā”œā”€ Add file search (2h) └─ Add backup cleanup (1h) HIGH IMPACT, MEDIUM EFFORT ā”œā”€ Add syntax highlighting (3h) ā”œā”€ Add AI code review (3h) ā”œā”€ Add test suite (4h) ā”œā”€ Add settings panel (3h) └─ Add git status display (2h) HIGH IMPACT, HIGH EFFORT ā”œā”€ Add AI chat mode (4h) ā”œā”€ Separate backend/GUI (6h) ā”œā”€ Add plugin system (5h) └─ Add semantic search (6h) MEDIUM IMPACT, LOW EFFORT ā”œā”€ Add recent files (1h) ā”œā”€ Add status bar (1h) ā”œā”€ Add drag & drop (1h) └─ Add breadcrumbs (2h) ``` --- ## šŸ’” Innovation Ideas ### Game-Changing Features: 1. **AI Pair Programming** - AI suggests code as you type 2. **Code Review Bot** - Automatically reviews PRs 3. **Smart Refactoring** - AI-powered code improvements 4. **Context-Aware Docs** - Shows relevant docs for current code 5. **Auto-Generate Tests** - AI writes tests for your functions 6. **Voice Coding** - Speak commands, AI writes code 7. **Live Collaboration** - Google Docs style for code 8. **Code Visualization** - Show code structure graphically 9. **Smart Search** - Natural language code search 10. **Auto-Fix Bugs** - AI detects and fixes common bugs --- ## šŸ“ˆ Success Metrics Track these to measure improvement: - **Time to first edit**: How fast can user make first change? - **Operations per minute**: How many actions can user take? - **Error rate**: How often do operations fail? - **User satisfaction**: NPS score - **Adoption**: Daily active users - **Performance**: Response time for common operations --- ## šŸŽ“ Learning Resources To implement these features, you'll need: - **PyQt6**: Qt documentation, tutorials - **AsyncIO**: Python async/await patterns - **LLM APIs**: OpenAI, Anthropic, xAI docs - **Git internals**: libgit2, pygit2 - **Testing**: pytest, unittest - **Performance**: cProfile, memory_profiler --- ## šŸ¤ Contributing Guide For anyone helping implement these: 1. Pick an item from the roadmap 2. Create a branch: `feature/item-number-name` 3. Implement with tests 4. Update documentation 5. Submit PR with before/after screenshots --- ## āœ… What To Do RIGHT NOW Copy this into your terminal: ```bash # Phase 1: Quick wins git checkout -b feature/quick-wins # 1. Implement LLM providers (2h) # 2. Fix log viewer (1h) # 3. Add shortcuts (1h) # 4. Add search (2h) # 5. Add syntax highlighting (3h) # Total: ~9 hours for massive improvement ``` --- **Questions? Want me to implement any of these?** Let me know!

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