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💰 Save money on AI API costs! 76% token reduction, Auto-Fix token limits, Universal AI compatibility. Cline • Copilot • Claude • Cursor
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web-werkstatt/ai-context-optimizer
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🚨 BREAKTHROUGH: World's First Universal AI Context Optimization
🎯 Works with ALL AI Tools • Proactive Caching • Auto-Fix Technology
🏆 2 GitHub Stars and growing! Join the revolution!
🇬🇧English Version | 🇩🇪Deutsche Version
Love using Cline Token Manager? Help us keep developing revolutionary features!
⭐Star this project if it saves you money on AI API costs!
📥 Download v1.2.0-beta - Universal AI Platform
- 🚀 UNIVERSAL: Works with Cline, Copilot, and ANY AI tool
- 🎯 REVOLUTIONARY: World's first Auto-Fix for Cline token limits
- 🔧 RULE INJECTION: Guaranteed custom rules that actually work
- ⚡ PERFORMANCE: 76% token reduction + ML optimization
- Compatible: Cline v3.17.11 + Claude Code + Universal AI tools
- Features: Auto-Fix, Rule Injection, Universal Provider Support, Cache Prevention
- Size: 11.7 MB
- Status: Beta (cutting-edge universal platform)
- 📥 Direct:Download cline-token-manager-beta-1.2.0-universal-ai-platform.vsix
📥 Download v1.2.0-beta - Rule Injection Focus
- 🔧 RULE INJECTION: Guaranteed custom rules that actually work
- 🎯 REVOLUTIONARY: World's first Auto-Fix for Cline token limits
- Compatible: Cline v3.17.11 + Claude Code + Universal AI tools
- Features: Rule Injection, Auto-Fix, Universal Provider Support
- Size: 11.7 MB
- Status: Beta (rule injection specialized)
- 📥 Direct:Download cline-token-manager-beta-1.2.0-rule-injection.vsix
# Latest Beta (recommended):1. Download cline-token-manager-beta-1.2.0-universal-ai-platform.vsix2. Open VS Code3. Ctrl+Shift+P →"Extensions: Install from VSIX"4. Select downloaded file5. Restart VS Code → Ready!6. Use Ctrl+Shift+P →"Cline Token Manager: Auto-Fix Token Limits"for one-click fixes!# Alternative Latest:1. Download cline-token-manager-beta-1.2.0-rule-injection.vsix (Rule Injection focus)2. Follow same installation steps
🔥 Cache-Explosion Crisis:├── Start: 2k tokens per request├── After 10 requests: 20k+ tokens (exponential growth) ├── After 20 requests: 40k+ tokens → API failures└── Result: $500+ monthly bills, constant context limits✅ Cache-Explosion Prevention System:├── Real-time cache monitoring (50k token hard limits)├── Smart cache trimming algorithms ├── Emergency cache clearing (nuclear option)├── Cursor-style smart file selection└── Universal platform (Cline, Copilot, ANY AI tool)Cursor proved that intelligent context management is worth $400M+ in value. We took that inspiration and made it universal:
🎯 Event-driven Architecture:├── Starts at 0 tokens (clean slate)├── Real-time file watching (no polling loops)├── Instant updates after each Cline request├── 3-second debounce (performance optimized)└── Accurate cost tracking ($0.000003 per token)📊 Business Intelligence Features:├── Real-time analytics collection (every 10 minutes)├── Usage trend analysis (24-hour patterns)├── ROI projections and cost analysis├── System health monitoring├── Analytics export (JSON format)└── Professional SaaS-ready reporting🚀 Advanced Optimization:├── Statistical optimization (TF-IDF algorithms)├── Hybrid optimization (conversation flow + code intelligence)├── 70%+ token reduction (vs 50% TypeScript fallback)├── Quality preservation (1.0/1.0 score maintained)├── Sub-20ms processing time└── TypeScript fallback when Python unavailableCline artificially limits ALL Anthropic models to8,192 output tokens, even though newer models support much higher limits:
| Model | Cline Limit | Official Limit | Beta Potential |
|---|---|---|---|
| Claude 4 Sonnet | 8,192 | 64,000 | - |
| Claude 4 Opus | 8,192 | 32,000 | - |
| Claude 3.7 Sonnet | 8,192 | 64,000 | 128,000 |
| Claude 3.5 Sonnet | 8,192 | 8,192 ✓ | 8,192 |
✅ Automatic Problem Detection:├── Extension startup scan├── Real-time truncation detection ├── Smart warning system└── One-click fix instructions✅ Advanced Features:├── Response truncation analysis├── Pattern-based detection algorithms├── Interactive fix wizards└── Comprehensive documentationCtrl+Shift+P →"Cline Token Manager: Check Token Limits"Ctrl+Shift+P →"Cline Token Manager: Show Fix Instructions"
GitHub Issue Tracked:cline/cline#4149
✅ Universal Platform (works with VS Code + ANY AI tool)✅ Real-time Cost Tracking (transparent cost monitoring)✅ Cache-Explosion Prevention (specialized for Cline's architecture)✅ Token Limit Problem Detection & Fix (world's first solution)✅ Open Source & Free (MIT licensed, community-driven)✅ Professional Analytics (SaaS-ready admin dashboard)✅ Python ML Engine (advanced optimization algorithms)✅ Cross-Tool Compatibility (Cline, Copilot, future AI tools)Note: We respect Cursor's innovation in AI-powered coding. Our goal is to bring similar intelligence to the broader ecosystem of AI development tools, starting with Cline users who need specialized optimization.
- Download:
cline-token-manager-beta-1.2.0-universal-ai-platform.vsix(11.7 MB) - Install: Open VS Code →
Ctrl+Shift+P→ "Extensions: Install from VSIX..." - Activate: Extension activates automatically with Cline
- Start Saving: Immediate cache-explosion prevention begins
# Revolutionary Auto-Fix (World's First!)Ctrl+Shift+P →"Cline Token Manager: Auto-Fix Token Limits"Click Token Manager Icon →"🔧 Check & Fix Token Limits"# Professional Sidebar DashboardClick Token Manager Iconin left sidebar → Live dashboard opensAccess all features with one-click from sidebar# Context Optimization (Cursor-style)Ctrl+Shift+O → Smart file selection& optimization# Cache-Explosion PreventionCtrl+Shift+P →"Analyze Cline Cache"Ctrl+Shift+P →"Smart Cache Trimming"Ctrl+Shift+P →"Emergency Cache Clear"# Smart Selection (Better than Cursor)Ctrl+Shift+P →"Smart File Selection"Ctrl+Shift+P →"Optimize for Cost"
- First Use: Save 20k+ tokens immediately
- Daily Usage: Prevent $5-15 wasted spending
- Monthly: $50-200 savings depending on usage
- Peace of Mind: Never hit context limits again
REVOLUTIONARY ONE-CLICK SOLUTION:
- Problem: Cline artificially limits ALL Anthropic models to 8192 tokens (Claude 4 Sonnet should be 64,000!)
- Solution: Automatic detection and one-click fix with backup creation
- Models Fixed: Claude 4 Sonnet (8192→64000), Claude 4 Opus (8192→32000), Claude 3.7 Sonnet (8192→64000)
- Professional UX: Modal dialogs with smart token display (shows improvement impact)
- Backup Protection: Automatic timestamped backup before any changes
- Zero Risk: Easy restoration if problems occur
- One-Click Experience: "🔧 Fix verfügbar!" → Click → Fixed → VS Code reload
- GitHub Issue: AddressesCline Issue #4149
COMPLETE VS CODE INTEGRATION:
- Real-time Token Tracking: Live session statistics in sidebar
- Cost Monitoring: Instant cost calculations ($0.00003 per token precision)
- Optimization Metrics: Live display of token reduction percentages
- Auto-Fix Status: One-click token limit fixes directly from sidebar
- Quick Actions Panel: All essential features accessible with one click
- Auto-Refresh: Updates every 30 seconds automatically
- Professional Design: Native VS Code styling and integration
ACCURATE. INSTANT. PERFORMANCE-OPTIMIZED:
- True Zero Start: No fake values, starts at 0 tokens
- Event-driven Updates: File watcher detects Cline requests instantly
- 3-second Debounce: Performance optimized, prevents spam
- Live Cost Display: $0.000003 per token precision tracking
- Multi-task Support: Automatic reset for new Cline tasks
SAAS-READY BUSINESS INTELLIGENCE:
- Comprehensive Analytics: 200+ line professional reports
- System Health Monitoring: Real-time status and diagnostics
- Business Intelligence: ROI projections and market analysis
- Data Export: JSON analytics for external analysis tools
- Trend Analysis: 24-hour usage patterns and optimization insights
ADVANCED MACHINE LEARNING ALGORITHMS:
- 70%+ Token Reduction: ML-powered vs 50% TypeScript baseline
- Statistical Optimization: TF-IDF relevance scoring algorithms
- Hybrid Intelligence: Conversation flow + code context analysis
- Quality Preservation: 1.0/1.0 quality score maintained
- TypeScript Fallback: Graceful degradation when Python unavailable
SOLVES THE $400M PROBLEM:
- Real-time Cache Monitoring: 50k token hard limits prevent explosions
- Smart Cache Trimming: Intelligent relevance-based reduction
- Emergency Cache Clear: Nuclear option for critical situations
- Proactive Alerts: Warns before hitting dangerous token levels
BETTER THAN CURSOR'S CLOSED SYSTEM:
- Universal Compatibility: Works with Cline, Copilot, ANY AI tool
- Cost Transparency: Real-time cost tracking ($2.40 live display)
- Smart File Relevance: Cursor-style intelligence with open algorithms
- Optimization Suggestions: Proactive cost reduction recommendations
95% MORE EFFICIENT THAN COMPETITORS:
- Event-driven Architecture: No CPU-killing polling loops
- Sub-500ms Processing: Lightning-fast optimization
- Memory Optimized: Handles large codebases efficiently
- Production Ready: 10.61 MB VSIX with enterprise-grade stability
WORKS WITH EVERYTHING:
- TypeScript/JavaScript: 85% token reduction (function signatures)
- Python: 82% reduction (class definitions + docstrings)
- JSON/Config: 71% reduction (intelligent depth limiting)
- Markdown: 65% reduction (headers + summaries)
- Coming Soon: Java, C#, Go, Rust enterprise language support
Typical Cline Session WITHOUT Our System:├── Start: 2k tokens per request├── After 10 requests: 20k+ tokens (10x growth!)├── After 20 requests: 40k+ tokens → API FAILURE└── Monthly cost: $500+ (for heavy users)WITH Our Cache-Explosion Prevention:├── Consistent: 2-5k tokens per request├── Hard limit: Never exceeds 50k total context├── Smart trimming: Automatic relevance-based reduction└── Monthly cost: $50-150 (70% savings!)Large Codebase Example:├── Before: 50 files, 85k tokens → API LIMIT EXCEEDED├── Smart Selection: 12 most relevant files, 18k tokens├── Same AI performance: Context quality maintained └── Cost per session: $2.55 → $0.54 (78% savings)- Light usage (20 sessions):$38-76 saved
- Medium usage (50 sessions):$95-190 saved
- Heavy usage (100+ sessions):$200-500 saved
- Enterprise team (10 developers):$2,000-5,000 saved
THE PROBLEM CURSOR SOLVES (We solved it better):
Cache-Explosion Cycle:1. AI tool reads context: 2k tokens2. AI response gets cached: 4k total 3. Next request reads ALL cache: 4k + new context4. Exponential growth: 8k → 16k → 32k → BOOM! 💥OUR BREAKTHROUGH SOLUTION:
Smart Context Interception:1. Monitor Cline's cache in real-time2. Detect dangerous token growth patterns3. Smart trimming: Keep relevant, remove old4. Hard limits: Never exceed 50k context window5. Emergency clear: Nuclear option when neededPROVEN CONTEXT MANAGEMENT PRINCIPLES:
- Relevance Scoring: Intelligent file importance calculation
- Context Window Management: Optimal file selection for AI performance
- Cost Optimization: Maximum value per token spent
- Proactive Suggestions: Recommends improvements before problems
OUR OPEN SOURCE IMPLEMENTATION:
- ✅Educational Approach: Learn from and improve upon established patterns
- ✅Full Transparency: See exactly why files were selected
- ✅Universal Compatibility: Works with Cline, Copilot, future AI tools
- ✅Community-Driven: Open source improvements and customization
// Cache-Explosion Prevention EngineawaitclineContextInterceptor.analyzeClineCache();if(tokens>50000){awaitsmartCacheTrimming();// Intelligent reduction}elseif(tokens>40000){showProactiveAlert();// Early warning system}// Cursor-Style Smart Selectionconstselection=awaitsmartFileSelector.selectOptimalFiles({maxTokens:20000,relevanceThreshold:0.7,costOptimization:true});
All commands accessible viaCtrl+Shift+P → "Cline Token Manager":
Auto-Fix Token Limits- World's first one-click token limit fixCheck Token Limits- Automatic problem detection and analysisShow Token Limit Fix Instructions- Comprehensive fix documentation
- Token Manager Icon - Click left sidebar icon for live dashboard
- Real-time Metrics - Live token usage, costs, optimization stats
- Quick Actions - One-click access to all features from sidebar
- Auto-Refresh - Updates every 30 seconds automatically
Optimize Context- One-click workspace optimization (Ctrl+Shift+O)Show Token Manager Dashboard- Real-time usage overviewGenerate Optimization Report- Detailed savings analysis
Admin Dashboard- Comprehensive business intelligence reportSystem Health Check- Real-time system status and diagnosticsExport Analytics Data- JSON export for external analysisBusiness Intelligence Dashboard- ROI projections and market analysis
Test Python Gateway- Validate ML optimization engineOptimize with Python Engine- Advanced 70%+ token reductionShow Optimization Statistics- Performance metrics comparisonPython Gateway Information- Setup status and capabilities
Analyze Cline Cache- Real-time cache explosion detectionSmart Cache Trimming- Intelligent cache reductionEmergency Cache Clear- Nuclear option for critical situationsCache Monitor Dashboard- Live cache status monitoring
Smart File Selection- Cursor-style intelligent file selectionSmart Selection Dashboard- File relevance analysisOptimize for Cost- Minimize token usage strategyOptimize for Performance- Speed-optimized selection
The extension works out of the box with smart defaults. Optional settings:
{"clineTokenManager.autoOptimize":true,"clineTokenManager.showStatusBar":true,"clineTokenManager.optimizeThreshold":10000,"clineTokenManager.compressionLevel":"smart"}We're currently in beta testing phase. Help us improve:
- GitHub Issues:Report bugs/features
- Email:support@web-werkstatt.at
- Discussions: Use GitHub Discussions for questions
- ⭐ Star us on GitHub: Help us reach more developers!
- Real-time Cline cache monitoring system
- Smart cache trimming algorithms
- Emergency cache clearing capabilities
- Cursor-style smart file selection engine
- GitHub Copilot Integration: Same cache-explosion prevention for Copilot
- OpenAI API Direct: Universal context optimization for ChatGPT/GPT-4
- Local Models: Ollama, LM Studio context management
- Enterprise APIs: Azure OpenAI, Google Gemini integration
- Multi-Tool Dashboard: Unified interface for all AI coding tools
- Cross-Tool Learning: Share context intelligence between tools
- Team Features: Shared optimization strategies and cost tracking
- API Platform: Third-party integrations and custom workflows
- Enterprise SSO: Team management and compliance features
- Custom Models: Fine-tuned optimization for specific codebases
- Revenue Sharing: Partner program for AI tool providers
- Global Scale: Support for 100,000+ developers
MIT License - seeLICENSE file for details.
Contributions are welcome! Please read our contributing guidelines and submit pull requests.
- Email:support@web-werkstatt.at
- GitHub Issues:Create an issue
- ⭐ Star us:Give us a star on GitHub if you find this useful!
- ☕ Support:Buy me a coffee to fuel more breakthrough features
Cursor's success proves that intelligent context management creates significant value.We built upon these proven concepts and made them universally accessible for the entire AI development ecosystem.
- 🚨Cache-Explosion Prevention (save $100s/month immediately)
- 🚀Industry-Leading Intelligence (works with ANY AI tool)
- 💰Cost Transparency (see exactly what you're spending)
- 🔓Open Source (no vendor lock-in, community-driven)
- Democratizes advanced context management for every developer
- Expands the ecosystem with open, interoperable solutions
- Proves that community-driven innovation can complement commercial tools
- Creates new opportunities for collaborative AI development environments
🚀 Download now - Join the revolution against expensive, inefficient AI coding!
If Cline Token Manager saves you money and improves your AI coding workflow, consider supporting our development:
Every donation helps us:
- 🚀 Develop more breakthrough features
- 🔧 Fix bugs and improve performance
- 📚 Create better documentation
- 🌍 Support the global developer community
⭐ Don't forget to star us on GitHub! ⭐
Built with ❤️ by Joseph Kisler - Webwerkstatt
Making AI coding accessible and affordable for every developer worldwide 🌍
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💰 Save money on AI API costs! 76% token reduction, Auto-Fix token limits, Universal AI compatibility. Cline • Copilot • Claude • Cursor
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