[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6PDMMKY55KBVBR5MRDYF9KT":3,"skill-same:01M6PDMMKY55KBVBR5MRDYF9KT":81},{"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":31,"publishedAt":52,"linkOnly":53,"markdownContent":54,"markdownBody":55,"frontMatter":56,"refName":57,"commitSha":58,"skillDirectory":59,"forksCount":60,"repositoryHtmlUrl":61,"repositoryHomepageUrl":62,"ownerHtmlUrl":63,"ownerBlogUrl":64,"ownerDescription":65,"updatedAt":66,"install":67,"resources":80},"01M6PDMMKY55KBVBR5MRDYF9KT","lat-md-knowledge-graph",null,"Design or audit a repo-local markdown knowledge graph with wiki links, source-code backlinks, drift checks, and searchable sections. Use when AGENTS.md\u002FCLAUDE.md is too flat for a large codebase or when a custom harness needs durable structured project memory.","stevesolun\u002Fctx","stevesolun","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F1304538?v=4","01M6PDDJQ35XAXMPJQP8YG3P2X","Steve Solun","01M6PDDJVJ663A3CMV7XQN9XAY",590,"MIT","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Flat-md\u002Fskills\u002Flat-md-knowledge-graph\u002FSKILL.md",[18,23,26],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},"01JBSEEDCAT000000000000030","开发工程师","PROFESSION","适用职业",[32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51],"lat md knowledge graph","graph","knowledge graph","knowledge","repo","project memory","source","for","links","backlinks","project","local","drift","design","wiki","markdown","audit","harness","code","memory","2026-11-10 10:12:30",false,"---\nname: lat-md-knowledge-graph\ndescription: >\n  Design or audit a repo-local markdown knowledge graph with wiki links,\n  source-code backlinks, drift checks, and searchable sections. Use when\n  AGENTS.md\u002FCLAUDE.md is too flat for a large codebase or when a custom\n  harness needs durable structured project memory.\n---\n\n# lat.md Knowledge Graph\n\n## Purpose\n\nTurn durable project knowledge into linked markdown files that agents can\nsearch, cite, and keep synchronized with code.\n\n## When to Use\n\n- One root instruction file is too large or hides domain decisions.\n- Agents repeatedly rediscover the same architecture or business rules.\n- Test intent needs explicit specs linked to test code.\n- A custom harness needs persistent memory outside conversation history.\n\n## Design Pattern\n\n1. Create a repo-local knowledge directory such as `lat.md\u002F` or `docs\u002Fknowledge\u002F`.\n2. Split pages by durable concepts: architecture, domain rules, workflows,\n   interfaces, test specs, and operational constraints.\n3. Link concepts with `[[wiki links]]`.\n4. Link knowledge pages to source symbols or files.\n5. Add code backlinks such as comments or metadata where the code implements a\n   documented rule.\n6. Add a check that fails on broken links, missing backlinks, stale indexes, or\n   test specs without code mentions.\n\n## ctx Fit\n\nUse this alongside ctx's LLM-wiki when a project needs its own local memory\ngraph. ctx recommends skills\u002FMCPs\u002Fagents from its catalog; the repo-local graph\nstores project-specific facts that should not live in the global catalog.\n\n## Quality Bar\n\n- Page titles and section anchors are stable.\n- Links resolve both ways where needed.\n- Code backlinks are narrow and reviewable.\n- Checks run in CI before merge.\n- Sensitive facts stay out unless the repo already allows them.\n- The graph explains current behavior, not a speculative roadmap.\n","# lat.md Knowledge Graph\n\n## Purpose\n\nTurn durable project knowledge into linked markdown files that agents can\nsearch, cite, and keep synchronized with code.\n\n## When to Use\n\n- One root instruction file is too large or hides domain decisions.\n- Agents repeatedly rediscover the same architecture or business rules.\n- Test intent needs explicit specs linked to test code.\n- A custom harness needs persistent memory outside conversation history.\n\n## Design Pattern\n\n1. Create a repo-local knowledge directory such as `lat.md\u002F` or `docs\u002Fknowledge\u002F`.\n2. Split pages by durable concepts: architecture, domain rules, workflows,\n   interfaces, test specs, and operational constraints.\n3. Link concepts with `[[wiki links]]`.\n4. Link knowledge pages to source symbols or files.\n5. Add code backlinks such as comments or metadata where the code implements a\n   documented rule.\n6. Add a check that fails on broken links, missing backlinks, stale indexes, or\n   test specs without code mentions.\n\n## ctx Fit\n\nUse this alongside ctx's LLM-wiki when a project needs its own local memory\ngraph. ctx recommends skills\u002FMCPs\u002Fagents from its catalog; the repo-local graph\nstores project-specific facts that should not live in the global catalog.\n\n## Quality Bar\n\n- Page titles and section anchors are stable.\n- Links resolve both ways where needed.\n- Code backlinks are narrow and reviewable.\n- Checks run in CI before merge.\n- Sensitive facts stay out unless the repo already allows them.\n- The graph explains current behavior, not a speculative roadmap.\n",{"name":5,"description":7},"main","11b582a7cd4d549f1e83c412e04421bcc9c3fc28","imported-skills\u002Flat-md\u002Fskills\u002Flat-md-knowledge-graph",69,"https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx","https:\u002F\u002Fstevesolun.github.io\u002Fctx\u002F","https:\u002F\u002Fgithub.com\u002Fstevesolun","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fsolunsteve\u002F","High motivated, dedicated, fast learner data scientist and enthusiastic researcher.","2026-10-15 03:55:28",{"source":8,"skillName":5,"commands":68,"prompt":78,"zipAvailable":79},[69,72,75],{"tool":70,"command":71},"npx","npx skills add stevesolun\u002Fctx --skill lat-md-knowledge-graph",{"tool":73,"command":74},"bunx","bunx skills add stevesolun\u002Fctx --skill lat-md-knowledge-graph",{"tool":76,"command":77},"pnpm","pnpm dlx skills add stevesolun\u002Fctx --skill lat-md-knowledge-graph","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Flat-md\u002Fskills\u002Flat-md-knowledge-graph\u002FSKILL.md",true,[],[82,108,129,154,175,196],{"skillNo":83,"name":84,"nameZh":6,"description":85,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":86,"categories":87,"keywords":88,"publishedAt":52},"01M6PDTT7F6Z9T6G6H92845RNC","toolbox","Pre\u002Fpost dev toolbox — named bundles of skills\u002Fagents loaded before development work and councils of experts invoked after. Run \u002Ftoolbox or the toolbox.py CLI to list, activate, initialize, export, import, and validate toolboxes. Invoke at the start or end of a dev session, when setting up a new repo, or when sharing toolboxes with a team.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Ftoolbox\u002FSKILL.md",[],[84,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107],"cli","development","run","start","team","work","list","initialize","export","up","activate","feature","end","new repo","false","import","experts","at","invoke",{"skillNo":109,"name":110,"nameZh":6,"description":111,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":112,"categories":113,"keywords":117,"publishedAt":52},"01M6PDTNZ10BAW6VY49S40NCBB","skill-router","Alive skill router — reads the current project's stack and loads\u002Funloads skills dynamically. Invoke at session start or when project context changes.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Fskill-router\u002FSKILL.md",[114],{"categoryNo":115,"categoryName":116,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[118,119,92,120,121,122,123,124,42,125,126,127,106,128,107],"router","skill router","Meta","stack","context","session","project context","loads","session start","true","changes",{"skillNo":130,"name":131,"nameZh":6,"description":132,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":133,"categories":134,"keywords":136,"publishedAt":52},"01M6PDTGVDG503T4QNX64KJMAC","repo-stats-autoupdate","Keeps README badge + inline counts in sync with the real number of skills, agents, graph nodes\u002Fedges, communities, converted pipelines, and test inventory. Runs automatically on every commit via a git pre-commit hook. Use when the README drifts from reality or before publishing a release.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Frepo-stats-autoupdate\u002FSKILL.md",[135],{"categoryNo":115,"categoryName":116,"taxonomyType":21,"taxonomyTypeDesc":22},[137,36,138,139,140,141,142,143,33,144,145,146,147,148,149,103,150,151,152,153],"stats","repo stats autoupdate","test","commit","sync","release","git","pre-commit","inventory","README","use","publishing","communities","with","hook","number","inline",{"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":162,"publishedAt":52},"01M6PDTC3AB7H4NXJFS3SDKQG9","find-skills","Discover installable agent skills from ctx's shipped Skills.sh catalog, the Skills.sh search API, and the npx skills CLI. Use when a user asks whether a skill exists, wants to add\u002Fupdate a skill, or needs a repeatable procedure for finding candidate skills safely.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fskills\u002Ffind-skills\u002FSKILL.md",[160,161],{"categoryNo":115,"categoryName":116,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},[163,164,89,165,166,167,168,169,147,70,170,171,172,39,173,174],"find skills","find","update","search","api","user","catalog","discover","add","skills cli","candidate","ctx",{"skillNo":176,"name":177,"nameZh":6,"description":178,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":179,"categories":180,"keywords":181,"publishedAt":52},"01M6PDT6ETDH54GGY7K8E29Y9V","no-mistakes","Validate committed feature-branch changes through the no-mistakes pipeline: intent, rebase, review, test, docs, lint, push, PR, and CI. Use when the user asks to run no-mistakes, ship safely, validate before pushing, or gate a change before it reaches upstream.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fno-mistakes\u002Fskills\u002Fno-mistakes\u002FSKILL.md",[],[182,183,139,184,185,186,91,187,188,189,190,191,192,193,147,194,195,100,127,128],"no mistakes","review","change","validate","pr","lint","push","ci","pipeline","ship","rebase","branch","intent","upstream",{"skillNo":197,"name":198,"nameZh":6,"description":199,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":200,"categories":201,"keywords":204,"publishedAt":52},"01M6PDT18DD3HETZF1CF39CT8J","zoom-out","Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.","https:\u002F\u002Fgithub.com\u002Fstevesolun\u002Fctx\u002Fblob\u002Fmain\u002Fimported-skills\u002Fmattpocock\u002Fzoom-out\u002FSKILL.md",[202,203],{"categoryNo":115,"categoryName":116,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":27,"categoryName":28,"taxonomyType":29,"taxonomyTypeDesc":30},[205,206,50,207,122,147,208,209,150,210,211,127,212,213],"zoom out","zoom","how","it","understand","you","re","perspective","section"]