[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6BVC1ADA4QV5XW37FHXQTZS":3,"skill-same:01M6BVC1ADA4QV5XW37FHXQTZS":65},{"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":14,"repositoryHtmlUrl":49,"repositoryHomepageUrl":6,"ownerHtmlUrl":50,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":51,"install":52,"resources":64},"01M6BVC1ADA4QV5XW37FHXQTZS","principle-encode-lessons-in-structure",null,"Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.","bnferguson\u002Fdotfiles","bnferguson","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F47749?v=4","01M6BV4H2TJKK8P14W86V1ZCPP","Brandon Ferguson","01M6BV4H7GJWTZJ1BVHQ1TX11Y",0,"MIT","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002Fpstack\u002Fupstream\u002Fskills\u002Fprinciple-encode-lessons-in-structure\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"principle encode lessons in structure","structure","lessons","notice","when","second","catch","apply","true","more","you","script","rule","writing","as","runtime","time","recurring","text","metadata","lint","2026-11-10 10:12:30",false,"---\nname: principle-encode-lessons-in-structure\ndescription: \"Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction. Encode the rule as a lint, metadata flag, runtime check, or script instead of more text.\"\ndisable-model-invocation: true\n---\n\n# Encode Lessons in Structure\n\nIf the lesson needs judgment and cannot be encoded, make the instruction more prominent and add an example of the failure mode.\n\n**Corollary:** If the fix is structural, only use the structural fix. The instruction is the symptom.\n","# Encode Lessons in Structure\n\nIf the lesson needs judgment and cannot be encoded, make the instruction more prominent and add an example of the failure mode.\n\n**Corollary:** If the fix is structural, only use the structural fix. The instruction is the symptom.\n",{"name":5,"description":7,"disable-model-invocation":45},true,"main","e63965e4644984470d4cc8b3014a8b001f0c2666","pstack\u002Fupstream\u002Fskills\u002Fprinciple-encode-lessons-in-structure","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles","https:\u002F\u002Fgithub.com\u002Fbnferguson","2026-11-11 03:04:59",{"source":8,"skillName":5,"commands":53,"prompt":63,"zipAvailable":45},[54,57,60],{"tool":55,"command":56},"npx","npx skills add bnferguson\u002Fdotfiles --skill principle-encode-lessons-in-structure",{"tool":58,"command":59},"bunx","bunx skills add bnferguson\u002Fdotfiles --skill principle-encode-lessons-in-structure",{"tool":61,"command":62},"pnpm","pnpm dlx skills add bnferguson\u002Fdotfiles --skill principle-encode-lessons-in-structure","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002Fpstack\u002Fupstream\u002Fskills\u002Fprinciple-encode-lessons-in-structure\u002FSKILL.md",[],[66,98,114,145,154,167],{"skillNo":67,"name":68,"nameZh":6,"description":69,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":70,"licenseFileUrl":71,"sourceHtmlUrl":72,"categories":73,"keywords":79,"publishedAt":40},"01M6BVA3RS3M016FANZ6792F9H","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.","Apache-2.0","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002Fclaude\u002Fconfig\u002Fskills\u002Fskill-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002Fclaude\u002Fconfig\u002Fskills\u002Fskill-creator\u002FSKILL.md",[74],{"categoryNo":75,"categoryName":76,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,23,97],"creator","skill creator","specialized","workflows","create","update","capabilities","knowledge","tool","integrations","guide","new skill","existing skill","users","with","for","Existing","new",{"skillNo":99,"name":100,"nameZh":6,"description":101,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":102,"categories":103,"keywords":112,"publishedAt":40},"01M6BV94WN2RPYM8N6PN8TBNT8","writing-shape","Writing, exploit: shape raw material into an article, paragraph by paragraph.","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwriting-shape\u002FSKILL.md",[104,107],{"categoryNo":105,"categoryName":106,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000018","写作与文案",{"categoryNo":108,"categoryName":109,"taxonomyType":110,"taxonomyTypeDesc":111},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[113,32],"writing shape",{"skillNo":115,"name":116,"nameZh":6,"description":117,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":70,"licenseFileUrl":118,"sourceHtmlUrl":119,"categories":120,"keywords":127,"publishedAt":40},"01M6BV8QDFJ6PXBVK5NFBZT5M7","webapp-testing","Test local web applications using Playwright. Use when verifying frontend functionality, debugging UI behavior, capturing browser screenshots, or viewing browser logs.","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwebapp-testing\u002FSKILL.md",[121,124],{"categoryNo":122,"categoryName":123,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":125,"categoryName":126,"taxonomyType":77,"taxonomyTypeDesc":78},"01JBSEEDCAT000000000000009","前端开发",[128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,23],"webapp","webapp testing","testing","browser","frontend","screenshots","playwright","test","web","debugging","ui","logs","applications","behavior","use","local","test local",{"skillNo":146,"name":147,"nameZh":6,"description":148,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":149,"categories":150,"keywords":151,"publishedAt":40},"01M6BV8MDXKXNVHKS3QF3YDFTF","wait-what","Stop. That last message did not land: re-pitch it.","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fwait-what\u002FSKILL.md",[],[152,153],"wait what","land",{"skillNo":155,"name":156,"nameZh":6,"description":157,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":158,"categories":159,"keywords":163,"publishedAt":40},"01M6BV756DJHT5BDA1HVRVHJJ7","prototype","Build a throwaway prototype to answer a design question. Use when the user wants to sanity-check whether a state model or logic feels right, or explore what a UI should look like.","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fprototype\u002FSKILL.md",[160],{"categoryNo":161,"categoryName":162,"taxonomyType":110,"taxonomyTypeDesc":111},"01JBSEEDCAT000000000000032","设计师",[156,164,165,138,166],"design","explore","state",{"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":40},"01M6BV6SBW166685KVBPWM2K4N","improve-codebase-architecture","Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.","https:\u002F\u002Fgithub.com\u002Fbnferguson\u002Fdotfiles\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fimprove-codebase-architecture\u002FSKILL.md",[173],{"categoryNo":125,"categoryName":126,"taxonomyType":77,"taxonomyTypeDesc":78},[175,176,177,178],"architecture","improve","improve codebase architecture","report"]