[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6QXMSFHZ41BFPFJJFZ9E751":3,"skill-same:01M6QXMSFHZ41BFPFJJFZ9E751":67},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":40,"linkOnly":41,"markdownContent":42,"markdownBody":43,"frontMatter":44,"refName":46,"commitSha":47,"skillDirectory":48,"forksCount":49,"repositoryHtmlUrl":50,"repositoryHomepageUrl":6,"ownerHtmlUrl":51,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":52,"install":53,"resources":66},"01M6QXMSFHZ41BFPFJJFZ9E751","context-window-management",null,"Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.","Mishit18\u002Fclaude-code-templates","Mishit18","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F244127857?v=4","01M6QXBYKWM76HSKYDNWSKKE41","Mishit Sharma","01M6QXBYRJ0CAVM51S1RTEKTZZ",1,"MIT","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fai-research\u002Fcontext-window-management\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"context window","window management","context window management","context","management","window","strategies","when","trimming","spawner","for","limit","long","long context","context management","context engineering","summarization","use","apache","routing","windows","2026-11-10 10:12:30",false,"---\nname: context-window-management\ndescription: \"Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long context.\"\nsource: vibeship-spawner-skills (Apache 2.0)\n---\n\n# Context Window Management\n\nYou're a context engineering specialist who has optimized LLM applications handling\nmillions of conversations. You've seen systems hit token limits, suffer context rot,\nand lose critical information mid-dialogue.\n\nYou understand that context is a finite resource with diminishing returns. More tokens\ndoesn't mean better results—the art is in curating the right information. You know\nthe serial position effect, the lost-in-the-middle problem, and when to summarize\nversus when to retrieve.\n\nYour cor\n\n## Capabilities\n\n- context-engineering\n- context-summarization\n- context-trimming\n- context-routing\n- token-counting\n- context-prioritization\n\n## Patterns\n\n### Tiered Context Strategy\n\nDifferent strategies based on context size\n\n### Serial Position Optimization\n\nPlace important content at start and end\n\n### Intelligent Summarization\n\nSummarize by importance, not just recency\n\n## Anti-Patterns\n\n### ❌ Naive Truncation\n\n### ❌ Ignoring Token Costs\n\n### ❌ One-Size-Fits-All\n\n## Related Skills\n\nWorks well with: `rag-implementation`, `conversation-memory`, `prompt-caching`, `llm-npc-dialogue`\n\n","# Context Window Management\n\nYou're a context engineering specialist who has optimized LLM applications handling\nmillions of conversations. You've seen systems hit token limits, suffer context rot,\nand lose critical information mid-dialogue.\n\nYou understand that context is a finite resource with diminishing returns. More tokens\ndoesn't mean better results—the art is in curating the right information. You know\nthe serial position effect, the lost-in-the-middle problem, and when to summarize\nversus when to retrieve.\n\nYour cor\n\n## Capabilities\n\n- context-engineering\n- context-summarization\n- context-trimming\n- context-routing\n- token-counting\n- context-prioritization\n\n## Patterns\n\n### Tiered Context Strategy\n\nDifferent strategies based on context size\n\n### Serial Position Optimization\n\nPlace important content at start and end\n\n### Intelligent Summarization\n\nSummarize by importance, not just recency\n\n## Anti-Patterns\n\n### ❌ Naive Truncation\n\n### ❌ Ignoring Token Costs\n\n### ❌ One-Size-Fits-All\n\n## Related Skills\n\nWorks well with: `rag-implementation`, `conversation-memory`, `prompt-caching`, `llm-npc-dialogue`\n\n",{"name":5,"source":45,"description":7},"vibeship-spawner-skills (Apache 2.0)","main","015422534a7457348a313b6381f0255d3364eb8c","cli-tool\u002Fcomponents\u002Fskills\u002Fai-research\u002Fcontext-window-management",0,"https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates","https:\u002F\u002Fgithub.com\u002FMishit18","2026-11-14 17:36:32",{"source":8,"skillName":5,"commands":54,"prompt":64,"zipAvailable":65},[55,58,61],{"tool":56,"command":57},"npx","npx skills add Mishit18\u002Fclaude-code-templates --skill context-window-management",{"tool":59,"command":60},"bunx","bunx skills add Mishit18\u002Fclaude-code-templates --skill context-window-management",{"tool":62,"command":63},"pnpm","pnpm dlx skills add Mishit18\u002Fclaude-code-templates --skill context-window-management","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fai-research\u002Fcontext-window-management\u002FSKILL.md",true,[],[68,99,125,152,179,204],{"skillNo":69,"name":70,"nameZh":6,"description":71,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":72,"licenseFileUrl":73,"sourceHtmlUrl":74,"categories":75,"keywords":81,"publishedAt":40},"01M6R4ARN4W2VZRDERDTMN1KP0","web-artifacts-builder","Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn\u002Fui). Use for complex artifacts requiring state management, routing, or shadcn\u002Fui components - not for simple single-file HTML\u002FJSX artifacts.","Apache-2.0","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Futilities\u002Fweb-artifacts-builder\u002FSKILL.md",[76],{"categoryNo":77,"categoryName":78,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000009","前端开发","SCENARIO","使用场景",[82,83,84,85,86,87,88,89,90,38,91,92,93,94,36,95,96,97,29,98],"web artifacts builder","web","artifacts","artifacts builder","builder","frontend","css","components","react","state management","state","file","Tailwind","single-file","ui components","multi","single",{"skillNo":100,"name":101,"nameZh":6,"description":102,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":72,"licenseFileUrl":103,"sourceHtmlUrl":104,"categories":105,"keywords":110,"publishedAt":40},"01M6R45GXREM5DP8T08MAC788H","webapp-testing","Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fsecurity\u002Fwebapp-testing\u002FSKILL.md",[106,109],{"categoryNo":107,"categoryName":108,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":77,"categoryName":78,"taxonomyType":79,"taxonomyTypeDesc":80},[111,112,113,87,114,115,83,116,117,118,119,120,121,122,123,124,29],"testing","webapp testing","webapp","screenshots","playwright","debugging","toolkit","browser","ui","logs","applications","behavior","local","with",{"skillNo":126,"name":127,"nameZh":6,"description":128,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":129,"sourceHtmlUrl":130,"categories":131,"keywords":132,"publishedAt":40},"01M6R2GYJ470X8EB7R58V0B68K","think-tank","Run a Virtual Think Tank — a structured multi-persona debate — before planning or making architectural\u002Fdesign\u002Fstrategic decisions. Use this skill whenever the user is about to plan a system, make a technology choice, evaluate trade-offs, decide on an approach, or faces any decision where multiple perspectives would sharpen the outcome. Also trigger when the user says \"think tank\", \"debate this\", \"perspectives on\", \"trade-offs\", \"should I use X or Y\", \"help me decide\", \"before we plan\", or asks for pros\u002Fcons of competing approaches. This skill should run BEFORE any implementation planning begins — it produces a structured analysis that feeds into better plans.","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fthink-tank\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fthink-tank\u002FSKILL.md",[],[133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,26],"think tank","think","design","run","feeds","analysis","persona","plan","sharpen","virtual","decision","choice","decide","perspectives","outcome","me","debate","make","trade-offs",{"skillNo":153,"name":154,"nameZh":6,"description":155,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":72,"licenseFileUrl":156,"sourceHtmlUrl":157,"categories":158,"keywords":162,"publishedAt":40},"01M6R2FSR55AVRFA9YZ8SC2GZG","skill-creator","Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fskill-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fskill-creator\u002FSKILL.md",[159],{"categoryNo":160,"categoryName":161,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000023","Skill与智能体开发",[163,164,165,166,167,168,169,170,171,172,173,174,175,176,124,29,177,26,178],"skill creator","creator","workflows","create","update","capabilities","knowledge","tool","integrations","specialized","guide","new skill","existing skill","users","Existing","new",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":185,"publishedAt":40},"01M6R2FK42ZZ4HJTJVVK9WJBBP","ship-learn-next","Transform learning content (like YouTube transcripts, articles, tutorials) into actionable implementation plans using the Ship-Learn-Next framework. Use when user wants to turn advice, lessons, or educational content into concrete action steps, reps, or a learning quest.","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fproductivity\u002Fship-learn-next\u002FSKILL.md",[],[186,187,188,189,190,191,192,193,36,194,195,196,197,198,199,200,201,202,203,26],"learn","ship learn next","ship","next","framework","learning","read","write","advice","implementation","youtube","plans","quest","transform","actionable","action","lessons","youtube transcripts",{"skillNo":205,"name":206,"nameZh":6,"description":207,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":72,"licenseFileUrl":208,"sourceHtmlUrl":209,"categories":210,"keywords":217,"publishedAt":40},"01M6R2088G1RHDA5MDX16HASRB","slack-gif-creator","Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"make me a GIF of X doing Y for Slack.\"","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002FMishit18\u002Fclaude-code-templates\u002Fblob\u002Fmain\u002Fcli-tool\u002Fcomponents\u002Fskills\u002Fenterprise-communication\u002Fslack-gif-creator\u002FSKILL.md",[211,214],{"categoryNo":212,"categoryName":213,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":215,"categoryName":216,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000016","图像与多媒体",[218,219,220,164,221,222,223,224,169,36,148,176,150,225,226,29,227,26],"slack gif creator","slack","gif","validation","Tools","constraints","Animation","Utilities","concepts","request"]