[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6Q2MA102ESMTHX10RR0ENMR":3,"skill-same:01M6Q2MA102ESMTHX10RR0ENMR":81},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":14,"categories":15,"keywords":16,"publishedAt":19,"linkOnly":20,"markdownContent":21,"markdownBody":21,"frontMatter":22,"refName":23,"commitSha":24,"skillDirectory":25,"forksCount":26,"repositoryHtmlUrl":27,"repositoryHomepageUrl":6,"ownerHtmlUrl":28,"ownerBlogUrl":6,"ownerDescription":29,"updatedAt":30,"install":31,"resources":44},"01M6Q2MA102ESMTHX10RR0ENMR","startclaw-optimizer",null,"Kernel8901\u002Fai-agent-skills-classification","Kernel8901","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F72647553?v=4","01M6KV388J2H5PNC8D8P940BJD","01M6KV38CS5B3AY63RKZB410YM",7,"MIT","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002FSKILL.md",[],[17,18],"optimizer","startclaw optimizer","2026-11-10 10:12:30",false,"# OpenClaw Optimizer Skill\n\n## Overview\n\nThe OpenClaw Optimizer is a comprehensive performance and cost optimization skill designed to enhance the efficiency of Clawdbot's subagent workflows.\n\n## Core Components\n\n### 1. Task Router\n- Intelligent model selection based on task complexity\n- Automatic routing between Haiku, Sonnet, and Opus models\n- Cost prediction and optimization\n\n### 2. Scheduler\n- Robust task execution with retry mechanism\n- Configurable preflight and postflight hooks\n- Timeout and exponential backoff handling\n\n### 3. Browser Governor\n- Browser tab serialization\n- Concurrent tab management\n- Circuit breaker for preventing runaway processes\n\n### 4. Context Compaction\n- Automatic token tracking\n- Summarization at 50,000 token threshold\n- Preserves critical context\n\n### 5. Real-time Dashboard\n- Monitor daily budget\n- Track task execution\n- Visualize model distribution\n- Circuit breaker status\n\n## Expected Savings\n\n**Before Optimization:** $90\u002Fday\n**After Optimization:** $3-5\u002Fday\n**Savings:** 95%\n\n## Installation\n\n```bash\nnpm install @startclaw\u002Fopenclaw-optimizer\n```\n\n## Usage\n\n```javascript\nconst { TaskRouter, OptimizerScheduler, BrowserGovernor } = require('@startclaw\u002Fopenclaw-optimizer');\n\nconst router = new TaskRouter();\nconst scheduler = new OptimizerScheduler();\nconst browserGovernor = new BrowserGovernor();\n\n\u002F\u002F Automatic model and cost optimization\nconst modelSelection = router.selectModel(taskDescription);\nawait scheduler.execute(task, modelSelection);\n```\n\n## Monitoring\n\n```bash\n# Real-time dashboard\npython3 scripts\u002Fdashboard.py watch\n```\n\n## License\n\nStartClaw Internal Use License",{},"main","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","生产力与任务\u002Fstartclaw-optimizer",1,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification","https:\u002F\u002Fgithub.com\u002FKernel8901","a little little little dobe in life but science geek","2026-04-05 16:43:56",{"source":7,"skillName":5,"commands":32,"prompt":42,"zipAvailable":43},[33,36,39],{"tool":34,"command":35},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill startclaw-optimizer",{"tool":37,"command":38},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill startclaw-optimizer",{"tool":40,"command":41},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill startclaw-optimizer","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002FSKILL.md",true,[45,51,57,61,65,69,73,77],{"path":46,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":49,"sourceHtmlUrl":50},"_meta.json","REFERENCE","参考文档",472,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002F_meta.json",{"path":52,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":55,"sourceHtmlUrl":56},"components\u002Fbrowser-governor.js","SCRIPT","脚本",2227,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fcomponents\u002Fbrowser-governor.js",{"path":58,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":59,"sourceHtmlUrl":60},"components\u002Frouter.js",1895,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fcomponents\u002Frouter.js",{"path":62,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":63,"sourceHtmlUrl":64},"components\u002Fscheduler.js",2314,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fcomponents\u002Fscheduler.js",{"path":66,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":67,"sourceHtmlUrl":68},"context-compaction.js",3908,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fcontext-compaction.js",{"path":70,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":71,"sourceHtmlUrl":72},"package.json",327,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fpackage.json",{"path":74,"resourceType":47,"resourceTypeDesc":48,"sizeBytes":75,"sourceHtmlUrl":76},"README.md",1351,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002FREADME.md",{"path":78,"resourceType":53,"resourceTypeDesc":54,"sizeBytes":79,"sourceHtmlUrl":80},"scripts\u002Fdashboard.py",3164,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F生产力与任务\u002Fstartclaw-optimizer\u002Fscripts\u002Fdashboard.py",[82,106,142,153,163,193],{"skillNo":83,"name":84,"nameZh":6,"description":85,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":88,"publishedAt":19},"01M6Q5R6WZ06RRB9RQTW54B34B","zyfai","Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial subaccount (Safe) linked to their EOA, enables automated yield optimization, and lets them deposit\u002Fwithdraw anytime.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzyfai-sdk\u002FSKILL.md",[],[84,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105],"safe","ethereum","defi","Optimization","user","use","Wallet","base","deposit","withdraw","yield","arbitrum","non-custodial","passive","defi yield","earn","yield optimization",{"skillNo":107,"name":108,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":109,"categories":110,"keywords":124,"publishedAt":19},"01M6Q5R337B5JSNER4P4YS03TN","zerion-api","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api\u002FSKILL.md",[111,116,119],{"categoryNo":112,"categoryName":113,"taxonomyType":114,"taxonomyTypeDesc":115},"01JBSEEDCAT000000000000010","后端与接口","SCENARIO","使用场景",{"categoryNo":117,"categoryName":118,"taxonomyType":114,"taxonomyTypeDesc":115},"01JBSEEDCAT000000000000023","Skill与智能体开发",{"categoryNo":120,"categoryName":121,"taxonomyType":122,"taxonomyTypeDesc":123},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[125,126,127,128,129,130,131,91,132,95,133,134,135,136,137,138,139,140,141],"api","zerion api","zerion","MCP","mcp server","server","blockchain","transactions","crypto wallet","crypto","evm","solana","query","across","positions","token","prices",{"skillNo":143,"name":144,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":145,"categories":146,"keywords":150,"publishedAt":19},"01M6Q5QZFYTDAZMZ27BN5VZXAR","zerion-api-skill","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-skill\u002FSKILL.md",[147,148,149],{"categoryNo":112,"categoryName":113,"taxonomyType":114,"taxonomyTypeDesc":115},{"categoryNo":117,"categoryName":118,"taxonomyType":114,"taxonomyTypeDesc":115},{"categoryNo":120,"categoryName":121,"taxonomyType":122,"taxonomyTypeDesc":123},[125,151,152,126,127,128,129,130,131,91,132,95,134,135,136,137,138,139,140,141],"api skill","zerion api skill",{"skillNo":154,"name":155,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":156,"categories":157,"keywords":161,"publishedAt":19},"01M6Q5QW17QW98RA3FE45E4RD8","zerion-api-mcp","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fzerion-api-mcp\u002FSKILL.md",[158,159,160],{"categoryNo":112,"categoryName":113,"taxonomyType":114,"taxonomyTypeDesc":115},{"categoryNo":117,"categoryName":118,"taxonomyType":114,"taxonomyTypeDesc":115},{"categoryNo":120,"categoryName":121,"taxonomyType":122,"taxonomyTypeDesc":123},[128,125,162,126,127,129,130,91,132,95,133,134,135,136,137,138,139,140,141],"zerion api mcp",{"skillNo":164,"name":165,"nameZh":6,"description":166,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":167,"categories":168,"keywords":172,"publishedAt":19},"01M6Q5QQYZB7A501BDEQWKGSJT","yahoo-finance-forex","Fetches real-time FOREX news and market data from Yahoo Finance for major currency pairs (EUR\u002FUSD, GBP\u002FUSD, USD\u002FJPY, etc.). Analyzes sentiment and provides trading context.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-forex\u002FSKILL.md",[169],{"categoryNo":170,"categoryName":171,"taxonomyType":122,"taxonomyTypeDesc":123},"01JBSEEDCAT000000000000040","财务",[173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data","for",{"skillNo":194,"name":195,"nameZh":6,"description":196,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":6,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":197,"categories":198,"keywords":200,"publishedAt":19},"01M6Q5QM6VS84WZVM7BKXXPF32","yahoo-finance","This skill should be used when the user asks to \"get stock prices\", \"check stock quotes\", \"look up earnings\", \"get financial data\", \"find trending stocks\", or needs stock market data from Yahoo Finance.","https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F金融\u002Fyahoo-finance-cli\u002FSKILL.md",[199],{"categoryNo":170,"categoryName":171,"taxonomyType":122,"taxonomyTypeDesc":123},[173,174,176,201,202,203,204,205,206,184,207,208,209,210,211,212,213,214,141,191],"cli","homebrew","find","check","brew","up","local","get","stock","link","trending","sf","quotes","ln"]