[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71T2AF2EWGCAXVGBAH8CJS5":3,"skill-same:01M71T2AF2EWGCAXVGBAH8CJS5":63},{"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":22,"publishedAt":37,"linkOnly":38,"markdownContent":39,"markdownBody":40,"frontMatter":41,"refName":43,"commitSha":44,"skillDirectory":45,"forksCount":13,"repositoryHtmlUrl":46,"repositoryHomepageUrl":6,"ownerHtmlUrl":47,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":48,"install":49,"resources":62},"01M71T2AF2EWGCAXVGBAH8CJS5","prompt-caching",null,"Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...","javiertarazon\u002Fide-agente-free-jt7-","javiertarazon","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F153141207?v=4","01M71R52TB3S9HXKH6WSNT8A7V","01M71R52VG5KS2DKDDH4GDQ30A",0,"MIT","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fprompt-caching\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33,34,35,36],"prompt caching","prompt","caching","strategies","apache","generation","for","spawner","use","prompts","when","unknown","cache","caching strategies","2026-11-10 13:02:02",false,"---\nname: prompt-caching\ndescription: \"Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...\"\nsource: vibeship-spawner-skills (Apache 2.0)\nrisk: unknown\n---\n\n# Prompt Caching\n\nYou're a caching specialist who has reduced LLM costs by 90% through strategic caching.\nYou've implemented systems that cache at multiple levels: prompt prefixes, full responses,\nand semantic similarity matches.\n\nYou understand that LLM caching is different from traditional caching—prompts have\nprefixes that can be cached, responses vary with temperature, and semantic similarity\noften matters more than exact match.\n\nYour core principles:\n1. Cache at the right level—prefix, response, or both\n2. K\n\n## Capabilities\n\n- prompt-cache\n- response-cache\n- kv-cache\n- cag-patterns\n- cache-invalidation\n\n## Patterns\n\n### Anthropic Prompt Caching\n\nUse Claude's native prompt caching for repeated prefixes\n\n### Response Caching\n\nCache full LLM responses for identical or similar queries\n\n### Cache Augmented Generation (CAG)\n\nPre-cache documents in prompt instead of RAG retrieval\n\n## Anti-Patterns\n\n### ❌ Caching with High Temperature\n\n### ❌ No Cache Invalidation\n\n### ❌ Caching Everything\n\n## ⚠️ Sharp Edges\n\n| Issue | Severity | Solution |\n|-------|----------|----------|\n| Cache miss causes latency spike with additional overhead | high | \u002F\u002F Optimize for cache misses, not just hits |\n| Cached responses become incorrect over time | high | \u002F\u002F Implement proper cache invalidation |\n| Prompt caching doesn't work due to prefix changes | medium | \u002F\u002F Structure prompts for optimal caching |\n\n## Related Skills\n\nWorks well with: `context-window-management`, `rag-implementation`, `conversation-memory`\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n","# Prompt Caching\n\nYou're a caching specialist who has reduced LLM costs by 90% through strategic caching.\nYou've implemented systems that cache at multiple levels: prompt prefixes, full responses,\nand semantic similarity matches.\n\nYou understand that LLM caching is different from traditional caching—prompts have\nprefixes that can be cached, responses vary with temperature, and semantic similarity\noften matters more than exact match.\n\nYour core principles:\n1. Cache at the right level—prefix, response, or both\n2. K\n\n## Capabilities\n\n- prompt-cache\n- response-cache\n- kv-cache\n- cag-patterns\n- cache-invalidation\n\n## Patterns\n\n### Anthropic Prompt Caching\n\nUse Claude's native prompt caching for repeated prefixes\n\n### Response Caching\n\nCache full LLM responses for identical or similar queries\n\n### Cache Augmented Generation (CAG)\n\nPre-cache documents in prompt instead of RAG retrieval\n\n## Anti-Patterns\n\n### ❌ Caching with High Temperature\n\n### ❌ No Cache Invalidation\n\n### ❌ Caching Everything\n\n## ⚠️ Sharp Edges\n\n| Issue | Severity | Solution |\n|-------|----------|----------|\n| Cache miss causes latency spike with additional overhead | high | \u002F\u002F Optimize for cache misses, not just hits |\n| Cached responses become incorrect over time | high | \u002F\u002F Implement proper cache invalidation |\n| Prompt caching doesn't work due to prefix changes | medium | \u002F\u002F Structure prompts for optimal caching |\n\n## Related Skills\n\nWorks well with: `context-window-management`, `rag-implementation`, `conversation-memory`\n\n## When to Use\nThis skill is applicable to execute the workflow or actions described in the overview.\n",{"name":5,"risk":34,"source":42,"description":7},"vibeship-spawner-skills (Apache 2.0)","release\u002Fv4.2.11-panel-pro","a92ea02bcf7e2b3dbaf46d49696c29a3cb490d4f",".github\u002Fskills\u002Fprompt-caching","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-","https:\u002F\u002Fgithub.com\u002Fjaviertarazon","2026-07-12 07:10:45",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add javiertarazon\u002Fide-agente-free-jt7- --skill prompt-caching",{"tool":55,"command":56},"bunx","bunx skills add javiertarazon\u002Fide-agente-free-jt7- --skill prompt-caching",{"tool":58,"command":59},"pnpm","pnpm dlx skills add javiertarazon\u002Fide-agente-free-jt7- --skill prompt-caching","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fprompt-caching\u002FSKILL.md",true,[],[64,91,115,135,150,170],{"skillNo":65,"name":66,"nameZh":6,"description":67,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":68,"categories":69,"keywords":73,"publishedAt":37},"01M71TQ7Q6Z10VWF3C2H5X1KW9","zustand-store-ts","Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state\u002Faction separation. Use when building React state management, creating global stores, or implementing reacti...","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fzustand-store-ts\u002FSKILL.md",[70],{"categoryNo":71,"categoryName":72,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000009","前端开发",[74,75,76,77,78,79,31,80,33,34,81,82,83,84,85,86,87,88,89,90],"zustand","store","zustand store ts","community","middleware","implementing","react state management","react","with","state","create","state management","typescript","action","management","separation","global",{"skillNo":92,"name":93,"nameZh":6,"description":94,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":95,"categories":96,"keywords":98,"publishedAt":37},"01M71TQ5EAR40G6W0MV5ZDVEZT","zoom-automation","Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fzoom-automation\u002FSKILL.md",[97],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[99,100,101,77,102,29,103,104,105,34,106,107,108,109,110,111,112,113,88,114],"zoom automation","zoom","automation","creation","search","schemas","MCP","first","via","meeting","search tools","tracking","webinars","composio","recordings","Tools",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":122,"publishedAt":37},"01M71TQ29B1EYBCEAP1ZBGXQ1A","zoho-crm-automation","Automate Zoho CRM tasks via Rube MCP (Composio): create\u002Fupdate records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fzoho-crm-automation\u002FSKILL.md",[121],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[123,124,101,125,126,127,77,128,129,29,130,103,104,131,105,34,132,133,134,84],"crm automation","zoho crm automation","crm","zoho crm","zoho","leads","manage leads","manage","records","convert","tasks","contacts",{"skillNo":136,"name":137,"nameZh":6,"description":138,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":139,"categories":140,"keywords":142,"publishedAt":37},"01M71TPZPMN60DH0XV58KVHY23","zendesk-automation","Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fzendesk-automation\u002FSKILL.md",[141],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[143,101,144,77,29,103,104,105,145,34,133,146,147,106,107,148,109,112,114,149],"zendesk automation","zendesk","organizations","replies","users","tickets","automate",{"skillNo":151,"name":152,"nameZh":6,"description":153,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":154,"categories":155,"keywords":156,"publishedAt":37},"01M71TPXDWKHKG4N6TVEPXWD0N","zapier-make-patterns","No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fzapier-make-patterns\u002FSKILL.md",[],[157,158,159,160,161,162,163,30,164,101,165,34,166,167,27,168,169,149],"zapier make patterns","zapier","patterns","make","No-Code","complexity","writing","business","workflow","code","integromat","processes","but",{"skillNo":171,"name":172,"nameZh":6,"description":173,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":174,"categories":175,"keywords":179,"publishedAt":37},"01M71TPT5T10WXNKW9G7ZXZ27W","youtube-summarizer","Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks","https:\u002F\u002Fgithub.com\u002Fjaviertarazon\u002Fide-agente-free-jt7-\u002Fblob\u002Frelease\u002Fv4.2.11-panel-pro\u002F.github\u002Fskills\u002Fyoutube-summarizer\u002FSKILL.md",[176],{"categoryNo":177,"categoryName":178,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000016","图像与多媒体",[180,181,182,183,77,184,185,186,187,188,189,190,166,191,192,193,194,195,196,197],"summarizer","youtube","youtube summarizer","Video","content-analysis","frameworks","copilot","2025","github-copilot","extract transcripts","analysis","codex","cli","summaries","github","generate","summarization","2026"]