[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FWASYVHBDFEKC7K4FGVP0C":3,"skill-same:01M6FWASYVHBDFEKC7K4FGVP0C":59},{"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":27,"linkOnly":28,"markdownContent":29,"markdownBody":30,"frontMatter":31,"refName":32,"commitSha":33,"skillDirectory":34,"forksCount":35,"repositoryHtmlUrl":36,"repositoryHomepageUrl":6,"ownerHtmlUrl":37,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":38,"install":39,"resources":52},"01M6FWASYVHBDFEKC7K4FGVP0C","cache-strategy",null,"Get AI-powered caching strategy suggestions for your API. Use when performance matters.","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Flxgicstudios\u002Fai-cache-strategy\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26],"cache","strategy","cache strategy","performance","api","use","caching strategy","caching","get","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\u002Flxgicstudios.com\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\n---\n\n**Built by LXGIC Studios**\n\n- GitHub: [github.com\u002Flxgicstudios\u002Fai-cache-strategy](https:\u002F\u002Fgithub.com\u002Flxgicstudios\u002Fai-cache-strategy)\n- Twitter: [@lxgicstudios](https:\u002F\u002Fx.com\u002Flxgicstudios)\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\u002Flxgicstudios.com\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\n---\n\n**Built by LXGIC Studios**\n\n- GitHub: [github.com\u002Flxgicstudios\u002Fai-cache-strategy](https:\u002F\u002Fgithub.com\u002Flxgicstudios\u002Fai-cache-strategy)\n- Twitter: [@lxgicstudios](https:\u002F\u002Fx.com\u002Flxgicstudios)\n",{"name":5,"description":7},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Flxgicstudios\u002Fai-cache-strategy",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":40,"prompt":50,"zipAvailable":51},[41,44,47],{"tool":42,"command":43},"npx","npx skills add kbarbel640-del\u002Fskills --skill cache-strategy",{"tool":45,"command":46},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill cache-strategy",{"tool":48,"command":49},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill cache-strategy","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Flxgicstudios\u002Fai-cache-strategy\u002FSKILL.md",true,[53],{"path":54,"resourceType":55,"resourceTypeDesc":56,"sizeBytes":57,"sourceHtmlUrl":58},"_meta.json","REFERENCE","参考文档",477,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Flxgicstudios\u002Fai-cache-strategy\u002F_meta.json",[60,90,117,138,144,163],{"skillNo":61,"name":62,"nameZh":6,"description":63,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":64,"categories":65,"keywords":71,"publishedAt":27},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[66],{"categoryNo":67,"categoryName":68,"taxonomyType":69,"taxonomyTypeDesc":70},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[72,73,22,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89],"crowd prompting","prompting","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","content","ai agents",{"skillNo":91,"name":92,"nameZh":6,"description":93,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":94,"categories":95,"keywords":101,"publishedAt":27},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[96],{"categoryNo":97,"categoryName":98,"taxonomyType":99,"taxonomyTypeDesc":100},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[102,22,103,104,105,106,107,108,109,110,111,112,19,113,114,115,116,78,23],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","headless","compete","submit","matchmaking",{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":126,"publishedAt":27},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[123],{"categoryNo":124,"categoryName":125,"taxonomyType":99,"taxonomyTypeDesc":100},"01JBSEEDCAT000000000000021","资料检索与研究",[127,128,129,130,131,132,133,74,134,115,23,135,22,136,137],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":139,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":140,"categories":141,"keywords":143,"publishedAt":27},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[142],{"categoryNo":124,"categoryName":125,"taxonomyType":99,"taxonomyTypeDesc":100},[130,129,128,127,137,132,133,74,131,115,23,134,135,22,136],{"skillNo":145,"name":146,"nameZh":6,"description":147,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":148,"categories":149,"keywords":150,"publishedAt":27},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[151,152,153,154,155,156,157,158,159,160,161,26,162],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","branches",{"skillNo":164,"name":165,"nameZh":6,"description":166,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":167,"categories":168,"keywords":173,"publishedAt":27},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[169,170],{"categoryNo":97,"categoryName":98,"taxonomyType":99,"taxonomyTypeDesc":100},{"categoryNo":171,"categoryName":172,"taxonomyType":69,"taxonomyTypeDesc":70},"01JBSEEDCAT000000000000037","律师与法务",[174,175,176,177,74,178,179,32,180,135,181,182,183,184,185,87,186,187,188],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]