TokenLens Token Value Optimizer

TokenLens Token Value Optimization Engine — Maximize value per token with smart optimization, cost tracking, and efficiency recommendations. Free version wit...

This skill appears to do what it says: local token tracking and optimization recommendations with no network access or credential requests. Before installing: - Review the included scripts (token_value_tracker.py, context_optimizer.py, model_router.py, optimize.sh) to confirm you are comfortable with files being written to ~/.openclaw/workspace/memory/tokenlens/ (token_usage.json, config.json). - Note the small documentation inconsistencies (some referenced script names in SKILL.md/README/SECURITY.md don't match files in the package) and the security claims that say 'no code execution' while providing a shell wrapper (optimize.sh) that launches the included Python scripts — this is not necessarily malicious but is a mismatch you may want clarified by the author. - If you are concerned, run the skill in a sandbox or inspect/backup your OpenClaw workspace before running any 'optimize --apply' or OpenClaw config commands the tool suggests. - Only execute OpenClaw CLI commands from the recommendations if you understand their effect (they modify agent configuration). If you want higher assurance, ask the maintainer to confirm the exact behavior and to correct the doc mismatches.

Type: OpenClaw Skill Name: tokenlens-token-value-optimizer Version: 1.0.3 The TokenLens Token Value Optimizer is a utility bundle designed to track token usage and provide optimization recommendations. The Python scripts (token_value_tracker.py, context_optimizer.py, and model_router.py) use simple rule-based logic and local JSON storage within the OpenClaw workspace. The bundle strictly adheres to its security claims, explicitly avoiding network calls, subprocess execution, and dynamic code evaluation. No evidence of data exfiltration, malicious prompt injection, or unauthorized system modification was found.