[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DDCTWBSECCX45APQTHQ9YN":3,"skill-same:01M6DDCTWBSECCX45APQTHQ9YN":79},{"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":44,"linkOnly":45,"markdownContent":46,"markdownBody":47,"frontMatter":48,"refName":49,"commitSha":50,"skillDirectory":51,"forksCount":14,"repositoryHtmlUrl":52,"repositoryHomepageUrl":6,"ownerHtmlUrl":53,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":54,"install":55,"resources":68},"01M6DDCTWBSECCX45APQTHQ9YN","multi-ai-mingle",null,"Use when the user wants seamless local collaboration between Claude Code and OpenAI Codex on the same machine - fanning out parallel Codex coding threads from Claude as native MCP tool calls via the official codex mcp-server, and running a live symmetric two-way chat and file-lease channel between the two agents through mcp_agent_mail. Covers mounting codex-as-MCP at user scope, standing up the shared agent-mail http channel, verifying it before use, and the sequenced adoption waves. Triggers include mingle Claude and Codex, run Codex from Claude in parallel, set up the agent mail channel, replace AgentBridge, or coordinate the two local AI agents. Not for single-agent work or remote or cloud multi-agent orchestration.","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Fmulti-ai-mingle\u002FSKILL.md",[18],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"multi ai mingle","up","openai codex","live","shared","local","mail","coordinate","local ai","agent orchestration","MCP","work","SET","server","code","run","official","local ai agents","orchestration","ai agents","2026-11-10 10:12:30",false,"---\nname: multi-ai-mingle\ndescription: Use when the user wants seamless local collaboration between Claude Code and OpenAI Codex on the same machine - fanning out parallel Codex coding threads from Claude as native MCP tool calls via the official codex mcp-server, and running a live symmetric two-way chat and file-lease channel between the two agents through mcp_agent_mail. Covers mounting codex-as-MCP at user scope, standing up the shared agent-mail http channel, verifying it before use, and the sequenced adoption waves. Triggers include mingle Claude and Codex, run Codex from Claude in parallel, set up the agent mail channel, replace AgentBridge, or coordinate the two local AI agents. Not for single-agent work or remote or cloud multi-agent orchestration.\n---\n\n# multi-ai-mingle\n\nSeamless LOCAL mingling of Claude Code and OpenAI Codex on one Windows 11 machine. Two\ncomplementary rails:\n\n- **Fan-out rail (Claude drives Codex):** the official `codex mcp-server` (stdio) mounted into\n  Claude at user scope. Claude subagents call `mcp__codex__codex` \u002F `mcp__codex__codex_reply` as\n  native tools, so one Claude orchestrator can run several parallel Codex coding threads.\n- **Live channel rail (peer chat + coordination):** `mcp_agent_mail` (2k-star, maintained;\n  FastMCP + Git + SQLite) as a shared http server both agents connect to — symmetric inboxes,\n  threads, and advisory file leases. This replaces the Windows-broken AgentBridge.\n\nKeep the two rails distinct: fan-out is command-and-control (Claude tasks Codex); the channel is\npeer messaging + file-lease coordination that either side reads and writes.\n\n## When to use\n- The user wants Claude and Codex to collaborate locally, in parallel, with a real back-channel.\n- The user asks to \"run Codex from Claude\", \"set up the agent-mail channel\", or \"replace AgentBridge\".\n\n## When NOT to use\n- Single-agent tasks (just use Claude, or Codex, directly).\n- Remote \u002F cloud multi-agent fleets (different tooling).\n\n---\n\n## Real mcp_agent_mail API sequence (VERIFIED 2026-07-11 — the prep draft under-specified this)\nThe channel is not \"just send_message\". The working order, proven by the verify probe on Windows:\n1. `ensure_project(human_key=\u003Cabs path>)` FIRST — creates the namespace. (The **other** tools take\n\n### Wave A — mount + channel (STATUS: DONE + VERIFIED 2026-07-11)\n### Wave B — teammate shim (LATER)\n### Wave C — GUI tab (LATER)\n### Wave D — upstream contribution (LATER)\n### Files in this skill\n### Guardrails\n### License + adoption posture (owner directive 2026-07-11)\n","# multi-ai-mingle\n\nSeamless LOCAL mingling of Claude Code and OpenAI Codex on one Windows 11 machine. Two\ncomplementary rails:\n\n- **Fan-out rail (Claude drives Codex):** the official `codex mcp-server` (stdio) mounted into\n  Claude at user scope. Claude subagents call `mcp__codex__codex` \u002F `mcp__codex__codex_reply` as\n  native tools, so one Claude orchestrator can run several parallel Codex coding threads.\n- **Live channel rail (peer chat + coordination):** `mcp_agent_mail` (2k-star, maintained;\n  FastMCP + Git + SQLite) as a shared http server both agents connect to — symmetric inboxes,\n  threads, and advisory file leases. This replaces the Windows-broken AgentBridge.\n\nKeep the two rails distinct: fan-out is command-and-control (Claude tasks Codex); the channel is\npeer messaging + file-lease coordination that either side reads and writes.\n\n## When to use\n- The user wants Claude and Codex to collaborate locally, in parallel, with a real back-channel.\n- The user asks to \"run Codex from Claude\", \"set up the agent-mail channel\", or \"replace AgentBridge\".\n\n## When NOT to use\n- Single-agent tasks (just use Claude, or Codex, directly).\n- Remote \u002F cloud multi-agent fleets (different tooling).\n\n---\n\n## Real mcp_agent_mail API sequence (VERIFIED 2026-07-11 — the prep draft under-specified this)\nThe channel is not \"just send_message\". The working order, proven by the verify probe on Windows:\n1. `ensure_project(human_key=\u003Cabs path>)` FIRST — creates the namespace. (The **other** tools take\n\n### Wave A — mount + channel (STATUS: DONE + VERIFIED 2026-07-11)\n### Wave B — teammate shim (LATER)\n### Wave C — GUI tab (LATER)\n### Wave D — upstream contribution (LATER)\n### Files in this skill\n### Guardrails\n### License + adoption posture (owner directive 2026-07-11)\n",{"name":5,"description":7},"main","a298c929b6cbd662e1fce54302ce520d5ceea1a5","platform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Fmulti-ai-mingle","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":56,"prompt":66,"zipAvailable":67},[57,60,63],{"tool":58,"command":59},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill multi-ai-mingle",{"tool":61,"command":62},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill multi-ai-mingle",{"tool":64,"command":65},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill multi-ai-mingle","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Fplatform\u002Frouting\u002Ffixtures\u002Fhome\u002F.claude\u002Fskills\u002Fmulti-ai-mingle\u002FSKILL.md",true,[69,75],{"path":70,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":73,"sourceHtmlUrl":74},"templates\u002Fchecklist.md","REFERENCE","参考文档",3071,"https:\u002F\u002Fgithub.com\u002Ffranklee16\u002Facademic-research-skills\u002Fblob\u002Fmaster\u002FAwesome-Journal-Skills-main\u002FAnnals-of-Mathematics-Skills\u002Fskills\u002Fanmath-submission\u002Ftemplates\u002Fchecklist.md",{"path":76,"resourceType":71,"resourceTypeDesc":72,"sizeBytes":77,"sourceHtmlUrl":78},"templates\u002Fmanuscript_template.md",3478,"https:\u002F\u002Fgithub.com\u002Ffranklee16\u002Facademic-research-skills\u002Fblob\u002Fmaster\u002FAwesome-Journal-Skills-main\u002FAnnals-of-Mathematics-Skills\u002Fskills\u002Fanmath-submission\u002Ftemplates\u002Fmanuscript_template.md",[80,102,127,154,168,183],{"skillNo":81,"name":82,"nameZh":6,"description":83,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":84,"categories":85,"keywords":86,"publishedAt":44},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[87,88,89,90,91,92,93,94,95,96,97,98,99,100,101],"clarify requirements","clarify","requirements","risk","options","task","prompts","goal","scanning","use","context","repo","injection","execution","file",{"skillNo":103,"name":104,"nameZh":6,"description":105,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":106,"categories":107,"keywords":109,"publishedAt":44},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[108],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[110,111,112,113,114,115,116,117,118,119,120,121,122,123,96,124,125,29,126,34],"openmm md","how","decision","pick","linux","analyze","tool","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","do",{"skillNo":128,"name":129,"nameZh":6,"description":130,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":131,"categories":132,"keywords":139,"publishedAt":44},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[133,136],{"categoryNo":134,"categoryName":135,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":137,"categoryName":138,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[140,141,142,143,144,145,146,147,148,149,111,150,151,152,153],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"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":160,"publishedAt":44},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[156,161,162,163,164,165,166,167],"setup","report","project","installation","project setup","issues","state",{"skillNo":169,"name":170,"nameZh":6,"description":171,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":172,"categories":173,"keywords":175,"publishedAt":44},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[174],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},[170,176,92,177,178,179,96,180,35,181,182],"start issue","issue","ready","work on issue","user","work on","development",{"skillNo":184,"name":161,"nameZh":6,"description":185,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":186,"categories":187,"keywords":188,"publishedAt":44},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[161,163,29,189,165,190],"files","interactive"]