[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CP0J599MQPWN8MN7ZP6V2G":3,"skill-same:01M6CP0J599MQPWN8MN7ZP6V2G":83},{"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":23,"publishedAt":40,"linkOnly":41,"markdownContent":42,"markdownBody":43,"frontMatter":44,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":48,"repositoryHtmlUrl":49,"repositoryHomepageUrl":50,"ownerHtmlUrl":51,"ownerBlogUrl":49,"ownerDescription":52,"updatedAt":53,"install":54,"resources":67},"01M6CP0J599MQPWN8MN7ZP6V2G","vox-graph",null,"Vox Graph structural discovery: call vox_search \u002F vox_discover BEFORE grep. Use this whenever tracing how code connects — call sites, surface coverage, dead-end commands, or 'what relates to X'.","vox-foundation\u002Fvox","vox-foundation","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F270058312?v=4","01M6CNXY32RE5F11METAYCK512","Vox Foundation","01M6CNXY78HWET37JQVWGJFSFR",5,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fvox-graph\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39],"graph","vox graph","code","search","tracing","discovery","how","grep","coverage","use","call","discover","commands","structural","end","sites","2026-11-10 10:12:30",false,"---\nname: vox-graph\ndescription: \"Vox Graph structural discovery: call vox_search \u002F vox_discover BEFORE grep. Use this whenever tracing how code connects — call sites, surface coverage, dead-end commands, or 'what relates to X'.\"\n---\n\n# Vox Graph — Graph-First Discovery\n\nThe Vox Graph engine indexes the codebase as a structural graph (fn, struct, surface, command, tool nodes + call\u002Fdependency edges). It is faster and more precise than text search for connection questions.\n\n## When to use this skill\n\n- **\"Where is X called?\"** — `vox_search_neighbors` over the `repo-code-graph` corpus (BFS from the fn node) instead of grep.\n- **\"What surfaces expose command Y?\"** — `vox_search_neighbors` with seed `cmd:Y` → follows edges to `surface:` nodes.\n- **\"What is related to Z?\"** — `vox_search_neighbors` with seed of Z's node id → returns neighbors + their coverage class.\n- **\"Which commands have no GUI surface?\"** — query the `CliOnly` coverage class from the graph's coverage report.\n\n## Rule\n\n**ALWAYS call `vox_search_structural` or `vox_search_neighbors` first for connection\u002Fdiscovery questions.** Fall back to grep only when the graph gives no result (e.g., the corpus is stale or the file is not yet indexed).\n\n## Key MCP tools\n\n| Tool | Purpose |\n|---|---|\n| `vox_search_status` | Read-only freshness report for the structural corpus |\n| `vox_search_structural` | Lexical search over an on-disk corpus graph |\n| `vox_search_neighbors` | BFS neighbor expansion from seed node IDs |\n| `vox_search_callers` \u002F `vox_search_callees` | Direct caller\u002Fcallee expansion from a seed node |\n| `vox_search_path` | Shortest path between two node IDs |\n| `vox_search_compare` | Diff two corpus manifests (node\u002Fedge\u002Fcommunity delta) |\n| `vox_search_rebuild` | Rebuild the structural graph for a corpus |\n| `vox_search_set_ttl` | Set the corpus staleness TTL in days (writes the shared registry contract) |\n\n## Graph verbs (CLI)\n\n```\nvox graph rebuild --corpus \u003Cid>      # rebuild the structural graph\nvox graph status                     # freshness report\nvox graph index \u003Cpath> --id \u003Cid>     # index a new target as a corpus (path is positional, not a --path flag)\nvox graph query \u003Cargs>               # lexical search over the corpus (same lexical scorer as vox_search_structural)\nvox graph coverage --corpus \u003Cid>     # coverage classification report\nvox graph refresh --corpus \u003Cid>      # rebuild-or-ingest based on staleness\n```\n\n`graph` is the canonical subcommand name (`crates\u002Fvox-cli\u002Fsrc\u002Flib.rs`); `graphify` and `search` are backward-compatible aliases only — do not use them in new documentation.\n\n## Determinism firewall\n\nThe structural graph is deterministic and read-only. Semantic overlays (embedding, LLM relation labels) are query-time and provenance-labeled — never written into the graph itself. You can trust graph results as ground truth for the codebase structure at the time of the last rebuild.\n\n## Naming note\n\nThis skill's tool names (`vox_search_*`) and CLI form (`vox graph \u003Cverb>`) match what's actually registered in `crates\u002Fvox-orchestrator-mcp\u002Fsrc\u002Fdispatch.rs`\u002F`input_schemas.rs` and `crates\u002Fvox-cli\u002Fsrc\u002Flib.rs` today. A prior version of this skill (and of the plan task that produced this fix) incorrectly claimed a `vox_graphify_*`\u002F`vox graphify` naming was current and that a `vox_search_*` rename was still pending — that rename landed via #406 over a month before this correction; this file was simply out of date.\n","# Vox Graph — Graph-First Discovery\n\nThe Vox Graph engine indexes the codebase as a structural graph (fn, struct, surface, command, tool nodes + call\u002Fdependency edges). It is faster and more precise than text search for connection questions.\n\n## When to use this skill\n\n- **\"Where is X called?\"** — `vox_search_neighbors` over the `repo-code-graph` corpus (BFS from the fn node) instead of grep.\n- **\"What surfaces expose command Y?\"** — `vox_search_neighbors` with seed `cmd:Y` → follows edges to `surface:` nodes.\n- **\"What is related to Z?\"** — `vox_search_neighbors` with seed of Z's node id → returns neighbors + their coverage class.\n- **\"Which commands have no GUI surface?\"** — query the `CliOnly` coverage class from the graph's coverage report.\n\n## Rule\n\n**ALWAYS call `vox_search_structural` or `vox_search_neighbors` first for connection\u002Fdiscovery questions.** Fall back to grep only when the graph gives no result (e.g., the corpus is stale or the file is not yet indexed).\n\n## Key MCP tools\n\n| Tool | Purpose |\n|---|---|\n| `vox_search_status` | Read-only freshness report for the structural corpus |\n| `vox_search_structural` | Lexical search over an on-disk corpus graph |\n| `vox_search_neighbors` | BFS neighbor expansion from seed node IDs |\n| `vox_search_callers` \u002F `vox_search_callees` | Direct caller\u002Fcallee expansion from a seed node |\n| `vox_search_path` | Shortest path between two node IDs |\n| `vox_search_compare` | Diff two corpus manifests (node\u002Fedge\u002Fcommunity delta) |\n| `vox_search_rebuild` | Rebuild the structural graph for a corpus |\n| `vox_search_set_ttl` | Set the corpus staleness TTL in days (writes the shared registry contract) |\n\n## Graph verbs (CLI)\n\n```\nvox graph rebuild --corpus \u003Cid>      # rebuild the structural graph\nvox graph status                     # freshness report\nvox graph index \u003Cpath> --id \u003Cid>     # index a new target as a corpus (path is positional, not a --path flag)\nvox graph query \u003Cargs>               # lexical search over the corpus (same lexical scorer as vox_search_structural)\nvox graph coverage --corpus \u003Cid>     # coverage classification report\nvox graph refresh --corpus \u003Cid>      # rebuild-or-ingest based on staleness\n```\n\n`graph` is the canonical subcommand name (`crates\u002Fvox-cli\u002Fsrc\u002Flib.rs`); `graphify` and `search` are backward-compatible aliases only — do not use them in new documentation.\n\n## Determinism firewall\n\nThe structural graph is deterministic and read-only. Semantic overlays (embedding, LLM relation labels) are query-time and provenance-labeled — never written into the graph itself. You can trust graph results as ground truth for the codebase structure at the time of the last rebuild.\n\n## Naming note\n\nThis skill's tool names (`vox_search_*`) and CLI form (`vox graph \u003Cverb>`) match what's actually registered in `crates\u002Fvox-orchestrator-mcp\u002Fsrc\u002Fdispatch.rs`\u002F`input_schemas.rs` and `crates\u002Fvox-cli\u002Fsrc\u002Flib.rs` today. A prior version of this skill (and of the plan task that produced this fix) incorrectly claimed a `vox_graphify_*`\u002F`vox graphify` naming was current and that a `vox_search_*` rename was still pending — that rename landed via #406 over a month before this correction; this file was simply out of date.\n",{"name":5,"description":7},"main","2d72af98812685c090c08df12ce777b40284de2b","assets\u002Fskills\u002Fvox-graph",0,"https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox","https:\u002F\u002Fvoxlang.org","https:\u002F\u002Fgithub.com\u002Fvox-foundation","AI-native full-stack language and runtime environment (Rust)","2026-11-11 09:21:16",{"source":8,"skillName":5,"commands":55,"prompt":65,"zipAvailable":66},[56,59,62],{"tool":57,"command":58},"npx","npx skills add vox-foundation\u002Fvox --skill vox-graph",{"tool":60,"command":61},"bunx","bunx skills add vox-foundation\u002Fvox --skill vox-graph",{"tool":63,"command":64},"pnpm","pnpm dlx skills add vox-foundation\u002Fvox --skill vox-graph","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fvox-graph\u002FSKILL.md",true,[68,73,79],{"path":69,"resourceType":69,"resourceTypeDesc":70,"sizeBytes":71,"sourceHtmlUrl":72},"LICENSE","许可证",1063,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-rounding-direction-truncation\u002FLICENSE",{"path":74,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":77,"sourceHtmlUrl":78},"SOURCE.md","REFERENCE","参考文档",355,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-rounding-direction-truncation\u002FSOURCE.md",{"path":80,"resourceType":75,"resourceTypeDesc":76,"sizeBytes":81,"sourceHtmlUrl":82},"TRUST.auto.yaml",2217,"https:\u002F\u002Fgithub.com\u002Fjiayaoqijia\u002Fcryptoskill\u002Fblob\u002Fmain\u002Fskills\u002Fpayments\u002F0xklen-rounding-direction-truncation\u002FTRUST.auto.yaml",[84,115,146,175,204,232],{"skillNo":85,"name":86,"nameZh":6,"description":87,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":88,"sourceHtmlUrl":89,"categories":90,"keywords":97,"publishedAt":40},"01M6CP0RAQ3H36V5WGY0G58RAA","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\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fwebapp-testing\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fwebapp-testing\u002FSKILL.md",[91,94],{"categoryNo":92,"categoryName":93,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000009","前端开发",[98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114],"testing","webapp testing","webapp","frontend","screenshots","playwright","web","debugging","toolkit","browser","ui","logs","applications","behavior","local","with","for",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":119,"sourceHtmlUrl":120,"categories":121,"keywords":123,"publishedAt":40},"01M6CP0N49QANJA15CZVRRDDE4","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.","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fweb-artifacts-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fweb-artifacts-builder\u002FSKILL.md",[122],{"categoryNo":95,"categoryName":96,"taxonomyType":21,"taxonomyTypeDesc":22},[124,104,125,126,127,101,128,129,130,131,132,133,134,135,136,108,137,138,139,33,140,141,142,143,114,144,145],"web artifacts builder","artifacts","artifacts builder","builder","css","components","react","component","routing","state management","state","shadcn","file","Tools","Tailwind","management","html","single-file","simple","ui components","jsx","suite",{"skillNo":147,"name":148,"nameZh":6,"description":149,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":150,"sourceHtmlUrl":151,"categories":152,"keywords":156,"publishedAt":40},"01M6CP064Q58A56QRD37DQB7MM","theme-factory","Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors\u002Ffonts that you can apply to any artifact that has been creating, or can generate a new theme on-the-fly.","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Ftheme-factory\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Ftheme-factory\u002FSKILL.md",[153],{"categoryNo":154,"categoryName":155,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计",[157,158,159,160,106,161,125,162,163,164,165,140,166,167,168,169,113,170,171,172,114,173,174],"theme factory","factory","theme","docs","generate","SET","fly","slides","landing","styling","artifact","pages","themes","you","fonts","can","apply","new",{"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":179,"sourceHtmlUrl":180,"categories":181,"keywords":188,"publishedAt":40},"01M6CNZST0MW4Y2AJPRTYPNHC1","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\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fslack-gif-creator\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fslack-gif-creator\u002FSKILL.md",[182,185],{"categoryNo":183,"categoryName":184,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000005","邮件与沟通",{"categoryNo":186,"categoryName":187,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000016","图像与多媒体",[189,190,191,192,193,137,194,195,196,33,197,198,199,200,201,114,202,203],"slack gif creator","slack","gif","creator","validation","constraints","Animation","knowledge","me","users","make","Utilities","concepts","request","when",{"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":15,"licenseFileUrl":208,"sourceHtmlUrl":209,"categories":210,"keywords":212,"publishedAt":40},"01M6CNZCMPYFCJTV6JB8Y1SN8C","mcp-builder","Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node\u002FTypeScript (MCP SDK).","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fmcp-builder\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Fmcp-builder\u002FSKILL.md",[211],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[213,214,127,215,216,217,218,219,220,221,222,223,137,224,225,226,227,228,33,229,230,231,113,114,203],"MCP","mcp builder","typescript","python","llms","sdk","model context protocol","fastmcp","protocol","mcp servers","services","model","quality","node","context","guide","integrate","mcp sdk","building mcp servers",{"skillNo":233,"name":234,"nameZh":6,"description":235,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":236,"sourceHtmlUrl":237,"categories":238,"keywords":240,"publishedAt":40},"01M6CNZ9CM5CDM0CG3J745114K","internal-comms","A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Finternal-comms\u002FLICENSE.txt","https:\u002F\u002Fgithub.com\u002Fvox-foundation\u002Fvox\u002Fblob\u002Fmain\u002Fassets\u002Fskills\u002Finternal-comms\u002FSKILL.md",[239],{"categoryNo":183,"categoryName":184,"taxonomyType":21,"taxonomyTypeDesc":22},[241,242,243,244,162,245,33,246,197,247,248,249,250,251,252,253,254,255,256,257],"internal comms","comms","status","help","write","reports","incident","leadership","project","resources","communications","internal communications","formats","sort","my","updates","company"]