[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DXGA4T8D0N2HSDQ1T0P26D":3,"skill-same:01M6DXGA4T8D0N2HSDQ1T0P26D":69},{"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":35,"linkOnly":36,"markdownContent":37,"markdownBody":38,"frontMatter":39,"refName":41,"commitSha":42,"skillDirectory":43,"forksCount":14,"repositoryHtmlUrl":44,"repositoryHomepageUrl":6,"ownerHtmlUrl":45,"ownerBlogUrl":46,"ownerDescription":47,"updatedAt":48,"install":49,"resources":62},"01M6DXGA4T8D0N2HSDQ1T0P26D","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.","EthanSheehan\u002FGrid-Sentinel","EthanSheehan","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F174215275?v=4","01M6DX9589ENESB2AYW9YK4Y50","Ethan Sheehan","01M6DX95P06JXASASFQZRFQ1NM",0,"MIT","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fcontext-window-management\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34],"window management","context window management","context","management","context engineering","windows","routing","apache","engineering","use","summarization","strategies","token","context management","long context","long","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","# 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",{"name":5,"source":40,"description":7},"vibeship-spawner-skills (Apache 2.0)","main","33d99efaac9ea5758fc27120b467eca96ad020d9",".agent\u002Fskills\u002Fcontext-window-management","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel","https:\u002F\u002Fgithub.com\u002FEthanSheehan","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fethan-sheehan\u002F","Aerospace Engineering Student at the University of Bristol \u002F\u002F Propulsion Lead at HyPower Bristol","2026-05-22 21:19:23",{"source":8,"skillName":5,"commands":50,"prompt":60,"zipAvailable":61},[51,54,57],{"tool":52,"command":53},"npx","npx skills add EthanSheehan\u002FGrid-Sentinel --skill context-window-management",{"tool":55,"command":56},"bunx","bunx skills add EthanSheehan\u002FGrid-Sentinel --skill context-window-management",{"tool":58,"command":59},"pnpm","pnpm dlx skills add EthanSheehan\u002FGrid-Sentinel --skill context-window-management","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fcontext-window-management\u002FSKILL.md",true,[63],{"path":64,"resourceType":65,"resourceTypeDesc":66,"sizeBytes":67,"sourceHtmlUrl":68},"index.json","REFERENCE","参考文档",677,"https:\u002F\u002Fgithub.com\u002FDCx7C5\u002Fai-marketplace\u002Fblob\u002Fmain\u002Fskills\u002Fnetwork\u002Fcapture\u002Fzeek\u002Fzeekanalysis\u002Fdetect\u002Findex.json",[70,100,133,153,167,192],{"skillNo":71,"name":72,"nameZh":6,"description":73,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":74,"categories":75,"keywords":81,"publishedAt":35},"01M6DY3X97YDSKHCCZG9KMASHA","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 - these platforms have their own patterns, pitfalls, and breaking points.  This skill covers when to use which platform, how to build reliable automations, and when to graduate to code-based solutions. Key insight: Zapier optimizes for simplicity and integrations (7000+ apps), Make optimizes for power","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fzapier-make-patterns\u002FSKILL.md",[76],{"categoryNo":77,"categoryName":78,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[82,83,84,85,86,87,88,89,90,91,92,93,28,94,95,96,26,97,98,99],"zapier make patterns","patterns","workflow","integrations","how to","apps","platform","but","build","complexity","power","simplicity","business","automate","how","code","automation","writing",{"skillNo":101,"name":102,"nameZh":6,"description":103,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":104,"categories":105,"keywords":112,"publishedAt":35},"01M6DY3SVP128ZZPF2478H9JYZ","Cross-Site Scripting and HTML Injection Testing","This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection vulnerabilities\", \"steal cookies via XSS\", or \"bypass content security policies\". It provides comprehensive techniques for detecting, exploiting, and understanding XSS and HTML injection attack vectors in web applications.","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fxss-html-injection\u002FSKILL.md",[106,109],{"categoryNo":107,"categoryName":108,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":110,"categoryName":111,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000009","前端开发",[113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132],"html injection testing","Cross Site Scripting and HTML Injection Testing","injection","scripting","site","html","testing","exploit","user","applications","xss","cookies","content","web","test","vectors","via","steal","security","vulnerabilities",{"skillNo":134,"name":135,"nameZh":6,"description":136,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":137,"categories":138,"keywords":148,"publishedAt":35},"01M6DY3D694G80Y5N79CD1J575","writing-skills","Use when creating new skills, editing existing skills, or verifying skills work before deployment","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fwriting-skills\u002FSKILL.md",[139,140,143],{"categoryNo":107,"categoryName":108,"taxonomyType":79,"taxonomyTypeDesc":80},{"categoryNo":141,"categoryName":142,"taxonomyType":79,"taxonomyTypeDesc":80},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":144,"categoryName":145,"taxonomyType":146,"taxonomyTypeDesc":147},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[99,149,150,28,151,152],"writing skills","deployment","editing","work",{"skillNo":154,"name":155,"nameZh":6,"description":156,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":157,"categories":158,"keywords":161,"publishedAt":35},"01M6DY3A7BM31W5Q2QARW00JHS","writing-plans","Use when you have a spec or requirements for a multi-step task, before touching code","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fwriting-plans\u002FSKILL.md",[159,160],{"categoryNo":141,"categoryName":142,"taxonomyType":79,"taxonomyTypeDesc":80},{"categoryNo":144,"categoryName":145,"taxonomyType":146,"taxonomyTypeDesc":147},[162,99,163,164,165,28,97,166],"writing plans","plans","requirements","task","spec",{"skillNo":168,"name":169,"nameZh":6,"description":170,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":171,"categories":172,"keywords":174,"publishedAt":35},"01M6DY36NSATM95HR7HMVZJYB3","workflow-automation","Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.  This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation.  Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fworkflow-automation\u002FSKILL.md",[173],{"categoryNo":77,"categoryName":78,"taxonomyType":79,"taxonomyTypeDesc":80},[175,98,84,176,177,178,26,179,180,181,182,183,184,185,186,187,188,189,190,191],"Workflow Automation","Production","flow","network","workflows","accessibility","ai agents","execution","scripts","worker","payment","n8n","money","resume","orchestrator","parallel","inngest",{"skillNo":193,"name":194,"nameZh":6,"description":195,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":196,"categories":197,"keywords":199,"publishedAt":35},"01M6DY32QTGD80MQHJ8TPDH53H","WordPress Penetration Testing","This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vulnerabilities\", or \"use WPScan\". It provides comprehensive WordPress security assessment methodologies.","https:\u002F\u002Fgithub.com\u002FEthanSheehan\u002FGrid-Sentinel\u002Fblob\u002Fmain\u002F.agent\u002Fskills\u002Fwordpress-penetration-testing\u002FSKILL.md",[198],{"categoryNo":107,"categoryName":108,"taxonomyType":79,"taxonomyTypeDesc":80},[119,194,200,201,202,203,204,205,120,28,121,206,207,132,131],"penetration testing","wordpress","security assessment","sites","scan","pentest","plugins","assessment"]