Skill: samuellai118/tokenlens-token-value-optimizer (version 1.0.3)

--- 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):** ```bash clawhub install tokenlens-token-value-optimizer ``` **Immediate optimizations:** 1. **Check current token efficiency:** ```bash cd skills/tokenlens-token-value-optimizer python3 scripts/token_value_tracker.py check ``` 2. **Get optimization recommendations:** ```bash python3 scripts/token_value_tracker.py recommend ``` 3. **Apply basic optimizations:** ```bash python3 scripts/token_value_tracker.py optimize ``` ## Core 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: 1. **Track** — Measure token usage and value delivery 2. **Analyze** — Identify optimization opportunities 3. **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:** 1. `token_value_tracker.py` — Core tracking & recommendations 2. `optimization_manager.py` — Apply optimizations 3. `value_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 1. **Install the skill** (once published) 2. **Run initial scan**: `python3 scripts/token_value_tracker.py scan` 3. **Review recommendations**: `python3 scripts/token_value_tracker.py recommend` 4. **Apply optimizations**: `python3 scripts/token_value_tracker.py optimize --apply` 5. **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."**


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (MEDIUM)