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Julia's OpenClaw Token Optimizer

Automation skill for Julia's OpenClaw Token Optimizer.

Audits

Pass
ClawScanReview

Agentic behavior and permission review.

Static analysisPass

Pattern checks against bundled files.

VirusTotalPass

Multi-engine malware detections and file reputation.

Install

openclaw skills install julia-openclaw-token-optimizer

name: julia-openclaw-token-optimizer description: Julia's OpenClaw Token Optimizer: Scans LLM prices, benchmarks models, patches config for cheapest optimal. Use for cost optimization, model rotation.

Usage

  1. session_status → current model/cost.
  2. web_search 'current LLM pricing [provider] input/output per million tokens'.
  3. gateway config.schema.lookup 'agents.defaults.modelSelection'.
  4. Benchmark: spawn subagent with test prompts on cheap models.
  5. Recommend: Cost/speed/quality matrix.
  6. gateway config.patch {modelSelection: {primary: 'best-cheap-model'}}.

References: providers.md for price APIs.

Optimization Rules

  • Prefer fast/cheap for simple tasks.
  • Quality for creative/complex.
  • Rotate on rate limits.

Example: 'Optimize my config for cheap reasoning' → Search prices, patch.