[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6QQ7CTZD5TM5KB0Q99ASJCH":3,"skill-same:01M6QQ7CTZD5TM5KB0Q99ASJCH":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":39,"linkOnly":40,"markdownContent":41,"markdownBody":42,"frontMatter":43,"refName":44,"commitSha":45,"skillDirectory":46,"forksCount":14,"repositoryHtmlUrl":47,"repositoryHomepageUrl":6,"ownerHtmlUrl":48,"ownerBlogUrl":6,"ownerDescription":49,"updatedAt":50,"install":51,"resources":64},"01M6QQ7CTZD5TM5KB0Q99ASJCH","gitnexus-exploring",null,"Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: \"How does X work?\", \"What calls this function?\", \"Show me the auth flow\"","lfr-ai\u002Fcopier-fullstack-template","lfr-ai","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F233346551?v=4","01M6QPWTJWTSJV1TQTTY8ZPBYJ","Laurits Fromberg","01M6QPWTQ47BZGA4TH17H14N80",0,"MIT","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fgitnexus\u002Fgitnexus-exploring\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38],"gitnexus","gitnexus exploring","show","auth flow","what calls","trace execution","codebase","calls","flows","me","auth","use","work","explore","how","show me","execution","examples","code","architecture","2026-11-10 10:12:30",false,"---\nname: gitnexus-exploring\ndescription: \"Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: \\\"How does X work?\\\", \\\"What calls this function?\\\", \\\"Show me the auth flow\\\"\"\n---\n\n# Exploring Codebases with GitNexus\n\n## When to Use\n\n- \"How does authentication work?\"\n- \"What's the project structure?\"\n- \"Show me the main components\"\n- \"Where is the database logic?\"\n- Understanding code you haven't seen before\n\n## Workflow\n\n```\n1. READ gitnexus:\u002F\u002Frepos                          → Discover indexed repos\n2. READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext             → Codebase overview, check staleness\n3. gitnexus_query({query: \"\u003Cwhat you want to understand>\"})  → Find related execution flows\n4. gitnexus_context({name: \"\u003Csymbol>\"})            → Deep dive on specific symbol\n5. READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fprocess\u002F{name}      → Trace full execution flow\n```\n\n> If step 2 says \"Index is stale\" → run `npx gitnexus analyze` in terminal.\n\n## Checklist\n\n```\n- [ ] READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext\n- [ ] gitnexus_query for the concept you want to understand\n- [ ] Review returned processes (execution flows)\n- [ ] gitnexus_context on key symbols for callers\u002Fcallees\n- [ ] READ process resource for full execution traces\n- [ ] Read source files for implementation details\n```\n\n## Resources\n\n| Resource                                | What you get                                            |\n| --------------------------------------- | ------------------------------------------------------- |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext`        | Stats, staleness warning (~150 tokens)                  |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fclusters`       | All functional areas with cohesion scores (~300 tokens) |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcluster\u002F{name}` | Area members with file paths (~500 tokens)              |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fprocess\u002F{name}` | Step-by-step execution trace (~200 tokens)              |\n\n## Tools\n\n**gitnexus_query** — find execution flows related to a concept:\n\n```\ngitnexus_query({query: \"payment processing\"})\n→ Processes: CheckoutFlow, RefundFlow, WebhookHandler\n→ Symbols grouped by flow with file locations\n```\n\n**gitnexus_context** — 360-degree view of a symbol:\n\n```\ngitnexus_context({name: \"validateUser\"})\n→ Incoming calls: loginHandler, apiMiddleware\n→ Outgoing calls: checkToken, getUserById\n→ Processes: LoginFlow (step 2\u002F5), TokenRefresh (step 1\u002F3)\n```\n\n## Example: \"How does payment processing work?\"\n\n```\n1. READ gitnexus:\u002F\u002Frepo\u002Fmy-app\u002Fcontext       → 918 symbols, 45 processes\n2. gitnexus_query({query: \"payment processing\"})\n   → CheckoutFlow: processPayment → validateCard → chargeStripe\n   → RefundFlow: initiateRefund → calculateRefund → processRefund\n3. gitnexus_context({name: \"processPayment\"})\n   → Incoming: checkoutHandler, webhookHandler\n   → Outgoing: validateCard, chargeStripe, saveTransaction\n4. Read src\u002Fpayments\u002Fprocessor.ts for implementation details\n```\n\n## OpenSpec Spec Awareness\n\nWhen exploring this codebase, also consult the OpenSpec specs for behavioral\ncontext:\n\n```\nopenspec\u002Fspecs\u002F\n├── case-intake\u002Fspec.md           → Customer, Case, InsuranceCondition\n├── document-processing\u002Fspec.md   → Document retrieval, OCR, PDF extraction\n├── case-assessment\u002Fspec.md       → AI pipeline, handler orchestration\n├── fraud-detection\u002Fspec.md       → Temporal rules, prior illness, recurrence\n├── api\u002Fspec.md                   → REST endpoints, rate limiting\n└── persistence\u002Fspec.md           → Audit trail, data integrity\n```\n\nUse `openspec list --specs` to discover all specs and `openspec show \u003Cdomain>`\nto view spec content programmatically.\n","# Exploring Codebases with GitNexus\n\n## When to Use\n\n- \"How does authentication work?\"\n- \"What's the project structure?\"\n- \"Show me the main components\"\n- \"Where is the database logic?\"\n- Understanding code you haven't seen before\n\n## Workflow\n\n```\n1. READ gitnexus:\u002F\u002Frepos                          → Discover indexed repos\n2. READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext             → Codebase overview, check staleness\n3. gitnexus_query({query: \"\u003Cwhat you want to understand>\"})  → Find related execution flows\n4. gitnexus_context({name: \"\u003Csymbol>\"})            → Deep dive on specific symbol\n5. READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fprocess\u002F{name}      → Trace full execution flow\n```\n\n> If step 2 says \"Index is stale\" → run `npx gitnexus analyze` in terminal.\n\n## Checklist\n\n```\n- [ ] READ gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext\n- [ ] gitnexus_query for the concept you want to understand\n- [ ] Review returned processes (execution flows)\n- [ ] gitnexus_context on key symbols for callers\u002Fcallees\n- [ ] READ process resource for full execution traces\n- [ ] Read source files for implementation details\n```\n\n## Resources\n\n| Resource                                | What you get                                            |\n| --------------------------------------- | ------------------------------------------------------- |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcontext`        | Stats, staleness warning (~150 tokens)                  |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fclusters`       | All functional areas with cohesion scores (~300 tokens) |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fcluster\u002F{name}` | Area members with file paths (~500 tokens)              |\n| `gitnexus:\u002F\u002Frepo\u002F{name}\u002Fprocess\u002F{name}` | Step-by-step execution trace (~200 tokens)              |\n\n## Tools\n\n**gitnexus_query** — find execution flows related to a concept:\n\n```\ngitnexus_query({query: \"payment processing\"})\n→ Processes: CheckoutFlow, RefundFlow, WebhookHandler\n→ Symbols grouped by flow with file locations\n```\n\n**gitnexus_context** — 360-degree view of a symbol:\n\n```\ngitnexus_context({name: \"validateUser\"})\n→ Incoming calls: loginHandler, apiMiddleware\n→ Outgoing calls: checkToken, getUserById\n→ Processes: LoginFlow (step 2\u002F5), TokenRefresh (step 1\u002F3)\n```\n\n## Example: \"How does payment processing work?\"\n\n```\n1. READ gitnexus:\u002F\u002Frepo\u002Fmy-app\u002Fcontext       → 918 symbols, 45 processes\n2. gitnexus_query({query: \"payment processing\"})\n   → CheckoutFlow: processPayment → validateCard → chargeStripe\n   → RefundFlow: initiateRefund → calculateRefund → processRefund\n3. gitnexus_context({name: \"processPayment\"})\n   → Incoming: checkoutHandler, webhookHandler\n   → Outgoing: validateCard, chargeStripe, saveTransaction\n4. Read src\u002Fpayments\u002Fprocessor.ts for implementation details\n```\n\n## OpenSpec Spec Awareness\n\nWhen exploring this codebase, also consult the OpenSpec specs for behavioral\ncontext:\n\n```\nopenspec\u002Fspecs\u002F\n├── case-intake\u002Fspec.md           → Customer, Case, InsuranceCondition\n├── document-processing\u002Fspec.md   → Document retrieval, OCR, PDF extraction\n├── case-assessment\u002Fspec.md       → AI pipeline, handler orchestration\n├── fraud-detection\u002Fspec.md       → Temporal rules, prior illness, recurrence\n├── api\u002Fspec.md                   → REST endpoints, rate limiting\n└── persistence\u002Fspec.md           → Audit trail, data integrity\n```\n\nUse `openspec list --specs` to discover all specs and `openspec show \u003Cdomain>`\nto view spec content programmatically.\n",{"name":5,"description":7},"main","f726ce2f2bb4e3bcc2f56c066598f4acd910c5ee",".github\u002Fskills\u002Fgitnexus\u002Fgitnexus-exploring","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template","https:\u002F\u002Fgithub.com\u002Flfr-ai","Optimizing for elegance","2026-07-20 12:19:48",{"source":8,"skillName":5,"commands":52,"prompt":62,"zipAvailable":63},[53,56,59],{"tool":54,"command":55},"npx","npx skills add lfr-ai\u002Fcopier-fullstack-template --skill gitnexus-exploring",{"tool":57,"command":58},"bunx","bunx skills add lfr-ai\u002Fcopier-fullstack-template --skill gitnexus-exploring",{"tool":60,"command":61},"pnpm","pnpm dlx skills add lfr-ai\u002Fcopier-fullstack-template --skill gitnexus-exploring","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002F.github\u002Fskills\u002Fgitnexus\u002Fgitnexus-exploring\u002FSKILL.md",true,[],[66,99,111,117,134,140],{"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":15,"licenseFileUrl":6,"sourceHtmlUrl":70,"categories":71,"keywords":82,"publishedAt":39},"01M6QQGVYW8BZ3W165A5YMJ1PF","ui-ux-frontend","Frontend UX, accessibility, responsive layout, and Storybook interaction quality standards.","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Fui-ux-frontend\u002FSKILL.md",[72,77],{"categoryNo":73,"categoryName":74,"taxonomyType":75,"taxonomyTypeDesc":76},"01JBSEEDCAT000000000000009","前端开发","SCENARIO","使用场景",{"categoryNo":78,"categoryName":79,"taxonomyType":80,"taxonomyTypeDesc":81},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98],"ui ux","ui ux frontend","ui","ux","frontend","storybook","frontend ux","interaction","layout","responsive","mdx","tsx","standards","quality","accessibility","css",{"skillNo":100,"name":101,"nameZh":6,"description":6,"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":107,"publishedAt":39},"01M6QQGS7N3ENQZR2Y5JBRYDHD","testing-conventions","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Ftesting-conventions\u002FSKILL.md",[104],{"categoryNo":105,"categoryName":106,"taxonomyType":75,"taxonomyTypeDesc":76},"01JBSEEDCAT000000000000008","测试与质量",[108,109,110],"conventions","testing conventions","testing",{"skillNo":112,"name":113,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":114,"categories":115,"keywords":116,"publishedAt":39},"01M6QQGQKA9Q6A147WXMS7QPGX","tdd","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Ftdd\u002FSKILL.md",[],[113],{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":124,"publishedAt":39},"01M6QQG5AZPRWSR6SSCCDDPAM3","shadcn-ui","shadcn\u002Fui component conventions and composition patterns","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Fshadcn-ui\u002FSKILL.md",[123],{"categoryNo":78,"categoryName":79,"taxonomyType":80,"taxonomyTypeDesc":81},[125,85,126,127,94,128,129,130,131,108,132,133],"shadcn ui","shadcn","component","Composition","src","composition patterns","presentation","patterns","ui component",{"skillNo":135,"name":136,"nameZh":6,"description":6,"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":139,"publishedAt":39},"01M6QQG3WMMB8X8C4T8PR7WBV4","sdd","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Fsdd\u002FSKILL.md",[],[136],{"skillNo":141,"name":142,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":143,"categories":144,"keywords":145,"publishedAt":39},"01M6QQG241NAC5PQFXFD01NR16","quality-gate","https:\u002F\u002Fgithub.com\u002Flfr-ai\u002Fcopier-fullstack-template\u002Fblob\u002Fmain\u002Ftemplate\u002F.github\u002Fskills\u002Fquality-gate\u002FSKILL.md",[],[146,96,147],"quality gate","gate"]