{"skill":{"slug":"turboquant-optimizer","displayName":"TurboQuant Optimizer","summary":"Optimizes OpenClaw token usage via multi-level compression, semantic deduplication, and adaptive token budgeting to reduce API costs and memory footprint.","tags":{"compression":"1.0.0","cost-saving":"1.0.0","enterprise":"1.0.0","latest":"1.0.0","optimization":"1.0.0","performance":"1.0.0","tokens":"1.0.0"},"stats":{"comments":1,"downloads":74,"installsAllTime":0,"installsCurrent":0,"stars":0,"versions":1},"createdAt":1776263980625,"updatedAt":1776264107624},"latestVersion":{"version":"1.0.0","createdAt":1776263980625,"changelog":"🚀 TurboQuant Optimizer — Slash AI API costs by up to 85%\n\nBring cutting-edge Google research to your OpenClaw setup. Delivers \n84.8% token reduction with only ~10ms overhead.\n\nREAL RESULTS:\n• 13,990 → 1,538 tokens (89% saved) on long conversations  \n• 5,592 → 318 tokens (94% saved) on repetitive tool calls  \n• $245 → $37 monthly API costs  \n• 2.3s → 0.8s response latency  \n\nKEY FEATURES:\n• Two-stage compression (PolarQuant + QJL-inspired)\n• Semantic deduplication of messages & tool results  \n• Adaptive token budgeting by task type\n• Smart conversation checkpointing\n• Zero code changes — works transparently\n\nBuilt by MincoSoft Technologies — Miami-based AI automation \nexperts serving small businesses nationwide.\n\n🌐 https://mincosoft.com  \n📞 (866) 667-3063  \n📧 akanji@mincosoft.com\n\nInitial release of TurboQuant Optimizer for OpenClaw.\n\n- Introduces advanced token and memory optimization system leveraging TurboQuant research (up to 99% token savings).\n- Features multi-level optimization: context compression, semantic deduplication, and adaptive token budgeting.\n- Provides automatic integration, CLI commands, and programmatic API for optimization, benchmarking, and reporting.\n- Implements two-stage compression (PolarQuant + QJL), semantic clustering, token budget visualization, and conversation checkpointing.\n- Supplies detailed configuration options, performance metrics, and compatibility with all OpenAI-compatible models on OpenClaw 1.0.0+.","license":"MIT-0"},"metadata":null,"owner":{"handle":"akanji-creator","userId":"s174n3s5a6ntd10e19kfzshzjn84w3v9","displayName":"akanji-creator","image":"https://avatars.githubusercontent.com/u/247188612?v=4"},"moderation":null}