Kode-cli/intelligent-autocomplete-summary.md
CrazyBoyM 926df2cfaf feat: Ultra-redesign completion system with @mention integration
- Complete architectural overhaul of useUnifiedCompletion hook
- Unified state management: 8 separate states → single CompletionState interface
- Simplified core logic: getWordAtCursor 194 lines → 42 lines (78% reduction)
- Fixed infinite React update loops with ref-based input tracking
- Smart triggering mechanism replacing aggressive auto-completion
- Integrated @agent and @file mention system with system reminders
- Added comprehensive agent loading and mention processing
- Enhanced Tab/Arrow/Enter key handling with clean event management
- Maintained 100% functional compatibility across all completion types

Key improvements:
• File path completion (relative, absolute, ~expansion, @references)
• Slash command completion (/help, /model, etc.)
• Agent completion (@agent-xxx with intelligent descriptions)
• System command completion (PATH scanning with fallback)
• Terminal-style Tab cycling, Enter confirmation, Escape cancellation
• Preview mode with boundary calculation
• History navigation compatibility
• Empty directory handling with user feedback

Architecture: Event-driven @mention detection → system reminder injection → LLM tool usage
Performance: Eliminated 7-layer nested conditionals, reduced state synchronization issues
Reliability: Fixed maximum update depth exceeded warnings, stable state management
2025-08-21 01:21:12 +08:00

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Markdown

# Intelligent Autocomplete System Enhancements
## Overview
Successfully implemented a terminal-like intelligent file autocomplete system with context-aware suggestions and improved @mention detection for files.
## Key Improvements
### 1. Fixed @filename Detection
**Problem**: Direct @filename didn't work, only @./ and @/ worked
**Solution**: Enhanced file detection in `useAgentMentionTypeahead` to:
- Search for files without requiring path separators
- Check common file extensions automatically
- Support case-insensitive matching
- Add file icons (📁 for directories, 📄 for files)
### 2. Tab Key Conflict Resolution
**Problem**: Tab key for model switching prevented autocomplete from working
**Solution**: Made Tab key context-aware in `PromptInput.tsx`:
```typescript
// Only switch model if no autocomplete is active
if (!hasSlashSuggestions && !hasAgentSuggestions && !hasPathAutocomplete) {
handleQuickModelSwitch()
}
```
### 3. Intelligent Path Autocomplete
**New Features**:
- **Context Detection**: Automatically detects when file completion is needed
- After file commands (cat, ls, cd, vim, etc.)
- When typing path-like strings
- After keywords like "with", "from", "to", "in"
- **Smart Sorting**: Files are ranked by relevance
- Command-specific scoring (cd prefers directories)
- Common important files get higher scores
- Current directory files prioritized
- Hidden files deprioritized unless explicitly requested
- **Visual Feedback**: Icons for different file types
- 📁 Directories
- 🟨 JavaScript
- 🔷 TypeScript
- 📝 Markdown
- 🐍 Python
- And more...
- **Seamless Experience**:
- Debounced suggestions while typing (300ms delay)
- Auto-suggestions for <5 matches
- Tab completion like terminal
- Case-insensitive matching
## Usage Examples
### 1. Direct File Mention
```
Type: @package
Shows: 📄 package.json
Tab completes to: @package.json
```
### 2. Command Context
```
Type: cat pa
Shows: 📄 package.json (automatically)
Tab completes to: cat package.json
```
### 3. Directory Navigation
```
Type: cd s
Shows: 📁 src/
Tab completes to: cd src/
```
### 4. Pattern Matching
```
Type: edit from README
Shows: 📝 README.md
Tab completes the path
```
## Technical Implementation
### File Context Detection Algorithm
```typescript
// Detects file context based on:
1. Command analysis (file-related commands)
2. Path-like patterns (/, ., ~, extensions)
3. Keyword patterns (with, from, to, in, file:)
```
### Intelligent Scoring System
```typescript
// Scoring factors:
- Command relevance (+100 for cddirectories)
- File importance (+40 for package.json, README.md)
- Location preference (+20 for current directory)
- Visibility (-10 for hidden files)
- Ignore patterns (-50 for node_modules)
```
### Tab Key Priority
```
1. Slash commands (/command)
2. Agent mentions (@agent-xxx)
3. File paths (context-dependent)
4. Model switching (fallback)
```
## Benefits
1. **No Special Prefix Required**: Works like a real terminal
2. **Context-Aware**: Understands when you need files
3. **Smart Suggestions**: Relevant files appear first
4. **Visual Clarity**: Icons show file types at a glance
5. **Non-Intrusive**: Only suggests when helpful
6. **Terminal-Like**: Familiar Tab completion behavior
## Future Enhancements
1. **History-based scoring**: Remember frequently used files
2. **Fuzzy matching**: Support typos and partial matches
3. **Command-specific filters**: More intelligent filtering per command
4. **Multi-select**: Select multiple files at once
5. **Preview**: Show file contents on hover