[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6MXHSDC1T8V56WNZ8CB4T7V":3,"skill-same:01M6MXHSDC1T8V56WNZ8CB4T7V":87},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":28,"linkOnly":29,"markdownContent":30,"markdownBody":31,"frontMatter":32,"refName":33,"commitSha":34,"skillDirectory":35,"forksCount":36,"repositoryHtmlUrl":37,"repositoryHomepageUrl":6,"ownerHtmlUrl":38,"ownerBlogUrl":6,"ownerDescription":39,"updatedAt":40,"install":41,"resources":54},"01M6MXHSDC1T8V56WNZ8CB4T7V","cache-strategy",null,"Get AI-powered caching strategy suggestions for your API. Use when performance matters.","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人工智能与大型语言模型\u002Fcache-strategy\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27],"cache","strategy","cache strategy","performance","api","use","caching strategy","caching","get","for","2026-11-10 10:12:30",false,"---\nname: cache-strategy\ndescription: Get AI-powered caching strategy suggestions for your API. Use when performance matters.\n---\n\n# Cache Strategy\n\nYou know you should cache things but you're not sure what, where, or for how long. Point this tool at your API routes and get specific caching recommendations.\n\n**One command. Zero config. Just works.**\n\n## Quick Start\n\n```bash\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F\n```\n\n## What It Does\n\n- Analyzes your API endpoints\n- Identifies what should be cached\n- Recommends TTL values based on data patterns\n- Suggests caching layer (CDN, Redis, memory)\n\n## Usage Examples\n\n```bash\n# Analyze API routes\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F\n\n# Analyze specific route file\nnpx ai-cache-strategy .\u002Froutes\u002Fproducts.ts\n\n# Get Redis-specific recommendations\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F --layer redis\n```\n\n## Best Practices\n\n- **Cache static data aggressively** - config, reference data, rarely changing content\n- **Be careful with user data** - personalized responses need different strategies\n- **Invalidate properly** - stale cache is worse than no cache\n- **Monitor hit rates** - if nothing is hitting cache, something's wrong\n\n## When to Use This\n\n- API response times are too slow\n- Database is getting hammered with repeated queries\n- Scaling up and need to reduce load\n- Building a new API and want to design caching upfront\n\n## Part of the LXGIC Dev Toolkit\n\nThis is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.\n\n**Find more:**\n- GitHub: https:\u002F\u002Fgithub.com\u002FLXGIC-Studios\n- Twitter: https:\u002F\u002Fx.com\u002Flxgicstudios\n- Substack: https:\u002F\u002Flxgicstudios.substack.com\n- Website: https:\u002F\u002Flxgic.dev\n\n## Requirements\n\nNo install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.\n\n```bash\nnpx ai-cache-strategy --help\n```\n\n## How It Works\n\nReads your API route files, understands the data patterns and access patterns from the code, and recommends appropriate caching strategies. The AI considers factors like data freshness requirements, personalization, and common access patterns.\n\n## License\n\nMIT. Free forever. Use it however you want.\n","# Cache Strategy\n\nYou know you should cache things but you're not sure what, where, or for how long. Point this tool at your API routes and get specific caching recommendations.\n\n**One command. Zero config. Just works.**\n\n## Quick Start\n\n```bash\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F\n```\n\n## What It Does\n\n- Analyzes your API endpoints\n- Identifies what should be cached\n- Recommends TTL values based on data patterns\n- Suggests caching layer (CDN, Redis, memory)\n\n## Usage Examples\n\n```bash\n# Analyze API routes\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F\n\n# Analyze specific route file\nnpx ai-cache-strategy .\u002Froutes\u002Fproducts.ts\n\n# Get Redis-specific recommendations\nnpx ai-cache-strategy .\u002Fsrc\u002Fapi\u002F --layer redis\n```\n\n## Best Practices\n\n- **Cache static data aggressively** - config, reference data, rarely changing content\n- **Be careful with user data** - personalized responses need different strategies\n- **Invalidate properly** - stale cache is worse than no cache\n- **Monitor hit rates** - if nothing is hitting cache, something's wrong\n\n## When to Use This\n\n- API response times are too slow\n- Database is getting hammered with repeated queries\n- Scaling up and need to reduce load\n- Building a new API and want to design caching upfront\n\n## Part of the LXGIC Dev Toolkit\n\nThis is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.\n\n**Find more:**\n- GitHub: https:\u002F\u002Fgithub.com\u002FLXGIC-Studios\n- Twitter: https:\u002F\u002Fx.com\u002Flxgicstudios\n- Substack: https:\u002F\u002Flxgicstudios.substack.com\n- Website: https:\u002F\u002Flxgic.dev\n\n## Requirements\n\nNo install needed. Just run with npx. Node.js 18+ recommended. Needs OPENAI_API_KEY environment variable.\n\n```bash\nnpx ai-cache-strategy --help\n```\n\n## How It Works\n\nReads your API route files, understands the data patterns and access patterns from the code, and recommends appropriate caching strategies. The AI considers factors like data freshness requirements, personalization, and common access patterns.\n\n## License\n\nMIT. Free forever. Use it however you want.\n",{"name":5,"description":7},"main","f4cb2d49f7667e79ef7804f50396d5aaffdf1f56","人工智能与大型语言模型\u002Fcache-strategy",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":8,"skillName":5,"commands":42,"prompt":52,"zipAvailable":53},[43,46,49],{"tool":44,"command":45},"npx","npx skills add Kernel8901\u002Fai-agent-skills-classification --skill cache-strategy",{"tool":47,"command":48},"bunx","bunx skills add Kernel8901\u002Fai-agent-skills-classification --skill cache-strategy",{"tool":50,"command":51},"pnpm","pnpm dlx skills add Kernel8901\u002Fai-agent-skills-classification --skill cache-strategy","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002FSKILL.md",true,[55,61,65,69,73,79,83],{"path":56,"resourceType":57,"resourceTypeDesc":58,"sizeBytes":59,"sourceHtmlUrl":60},"_meta.json","REFERENCE","参考文档",286,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002F_meta.json",{"path":62,"resourceType":57,"resourceTypeDesc":58,"sizeBytes":63,"sourceHtmlUrl":64},"package-lock.json",47296,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002Fpackage-lock.json",{"path":66,"resourceType":57,"resourceTypeDesc":58,"sizeBytes":67,"sourceHtmlUrl":68},"package.json",623,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002Fpackage.json",{"path":70,"resourceType":57,"resourceTypeDesc":58,"sizeBytes":71,"sourceHtmlUrl":72},"README.md",294,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002FREADME.md",{"path":74,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":77,"sourceHtmlUrl":78},"src\u002Fcli.ts","SCRIPT","脚本",993,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002Fsrc\u002Fcli.ts",{"path":80,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":81,"sourceHtmlUrl":82},"src\u002Findex.ts",1337,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002Fsrc\u002Findex.ts",{"path":84,"resourceType":57,"resourceTypeDesc":58,"sizeBytes":85,"sourceHtmlUrl":86},"tsconfig.json",211,"https:\u002F\u002Fgithub.com\u002FKernel8901\u002Fai-agent-skills-classification\u002Fblob\u002Fmain\u002F人工智能与大型语言模型\u002Fcache-strategy\u002Ftsconfig.json",[88,111,146,157,167,196],{"skillNo":89,"name":90,"nameZh":6,"description":91,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":92,"categories":93,"keywords":94,"publishedAt":28},"01M6Q5R6WZ06RRB9RQTW54B34B","zyfai","Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. 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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",[173],{"categoryNo":174,"categoryName":175,"taxonomyType":127,"taxonomyTypeDesc":128},"01JBSEEDCAT000000000000040","财务",[177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,27],"finance","yahoo finance","forex","yahoo","yahoo finance forex","github","https","sentiment","real-time","python3","install","Market","usd","news","time","currency","gbp","pip","market data",{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":200,"categories":201,"keywords":203,"publishedAt":28},"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",[202],{"categoryNo":174,"categoryName":175,"taxonomyType":127,"taxonomyTypeDesc":128},[177,178,180,204,205,206,207,208,209,188,210,26,211,212,213,214,215,216,145,195],"cli","homebrew","find","check","brew","up","local","stock","link","trending","sf","quotes","ln"]