- name
- tokenlens-token-value-optimizer
- description
- TokenLens Token Value Optimization Engine — Maximize value per token with smart optimization, cost tracking, and efficiency recommendations. Free version with premium upgrade path. Built on TokenLens "every token, fully seen" philosophy.
- version
- 1.0.3
- homepage
- https://tokenlens.ai
- source
- https://github.com/TokenLens/tokenlens-token-value-optimizer
- author
- TokenLens
- security
- scripts_no_network
- true
- scripts_no_code_execution
- true
- scripts_no_subprocess
- true
- scripts_data_local_only
- true
TokenLens Token Value Optimization Engine
"Every token, fully seen" — Every token, fully optimized.
Free skill that helps OpenClaw users maximize value per token through smart optimization, cost tracking, and efficiency recommendations. Built for simplicity and effectiveness.
Quick Start
Install (once published to ClawHub):
clawhub install tokenlens-token-value-optimizerImmediate optimizations:
- Check current token efficiency:
cd skills/tokenlens-token-value-optimizer
python3 scripts/token_value_tracker.py check- Get optimization recommendations:
python3 scripts/token_value_tracker.py recommend- Apply basic optimizations:
python3 scripts/token_value_tracker.py optimizeCore Philosophy
Value Over Cost
Traditional tools focus on cost reduction. TokenLens focuses on value maximization:
- Value Score = Business outcome / tokens used
- Efficiency Ratio = Tasks completed per 1k tokens
- Optimization Index = Potential improvement percentage
Simple But Effective
Three pillars:
- Track — Measure token usage and value delivery
- Analyze — Identify optimization opportunities
- Optimize — Apply simple, high-impact improvements
Features (Free Version)
1. Token Usage Tracking
- Daily/weekly token consumption
- Cost projections (if API costs configured)
- Efficiency trends over time
2. Smart Recommendations
- Context loading optimization (biggest win)
- Model selection suggestions
- Heartbeat interval tuning
- Session pruning reminders
3. Value Scoring
- Simple task completion tracking
- Efficiency scoring (1-10)
- Improvement opportunities
4. Basic Automation
- Weekly optimization reports
- Alert for inefficient patterns
- Simple configuration wizard
Premium Version (Coming Soon)
- Advanced value mapping (business outcomes)
- Multi-agent optimization
- Predictive optimization
- Custom integration APIs
- Team collaboration features
Architecture
Local-only, privacy-first:
- No network calls
- No external dependencies
- Data stays on your machine
- OpenClaw-native integration
Three simple scripts:
token_value_tracker.py— Core tracking & recommendationsoptimization_manager.py— Apply optimizationsvalue_reporter.py— Generate reports
TokenLens Difference
We don't just save tokens — we maximize value.
| Feature | Traditional Tools | TokenLens |
|---|---|---|
| Focus | Cost reduction | Value creation |
| Metric | Tokens saved | Value per token |
| Approach | Technical optimization | Business outcome alignment |
| Philosophy | "Spend less" | "Get more value" |
Getting Started
- Install the skill (once published)
- Run initial scan:
python3 scripts/token_value_tracker.py scan - Review recommendations:
python3 scripts/token_value_tracker.py recommend - Apply optimizations:
python3 scripts/token_value_tracker.py optimize --apply - Schedule weekly check: Add to your heartbeat or cron
Data & Privacy
- All data stored locally in
~/.openclaw/workspace/memory/tokenlens/ - No telemetry, no tracking, no external calls
- You own 100% of your data
Roadmap
Free version:
- Basic tracking & recommendations
- Simple optimization suggestions
- Weekly reports
Premium version ($3/month):
- Advanced value mapping
- Predictive optimization
- Custom integrations
- Priority support
Support & Community
- Documentation: Planned for Q2 2026
- Community: Discord/Telegram (Planned for Q2 2026)
- Issues: GitHub repository (Planned for Q2 2026)
- Current support: ClawHub skill page discussions
Built by TokenLens — "Every token, fully seen."