[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71897YQ6MXHERXE3JZ8YNTH":3,"skill-same:01M71897YQ6MXHERXE3JZ8YNTH":73},{"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":26,"publishedAt":46,"linkOnly":47,"markdownContent":48,"markdownBody":49,"frontMatter":50,"refName":51,"commitSha":52,"skillDirectory":53,"forksCount":54,"repositoryHtmlUrl":55,"repositoryHomepageUrl":6,"ownerHtmlUrl":56,"ownerBlogUrl":57,"ownerDescription":6,"updatedAt":58,"install":59,"resources":72},"01M71897YQ6MXHERXE3JZ8YNTH","start",null,"Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.","anthropics\u002Fknowledge-work-plugins","anthropics","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F76263028?v=4","01M697XGDPXJAVQ8391V2BCYTE","Anthropic","01M7188MPC48111TN566QNQE3X",35660,"Apache-2.0","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fbio-research\u002Fskills\u002Fstart\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[5,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45],"environment","new","when","which","with","surveying","literature","project","up","use","MCP","explore","discovery","analysis","first","SET","visualization","plugin","research","2026-11-10 10:12:30",false,"---\nname: start\ndescription: Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.\n---\n\n# Bio-Research Start\n\n> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md).\n\nYou are helping a biological researcher get oriented with the bio-research plugin. Walk through the following steps in order.\n\n## Step 1: Welcome\n\nDisplay this welcome message:\n\n```\nBio-Research Plugin\n\nYour AI-powered research assistant for the life sciences. This plugin brings\ntogether literature search, data analysis pipelines,\nand scientific strategy — all in one place.\n```\n\n## Step 2: Check Available MCP Servers\n\nTest which MCP servers are connected by listing available tools. Group the results:\n\n**Literature & Data Sources:**\n- ~~literature database — biomedical literature search\n- ~~literature database — preprint access (biology and medicine)\n- ~~journal access — academic publications\n- ~~data repository — collaborative research data (Sage Bionetworks)\n\n**Drug Discovery & Clinical:**\n- ~~chemical database — bioactive compound database\n- ~~drug target database — drug target discovery platform\n- ClinicalTrials.gov — clinical trial registry\n- ~~clinical data platform — clinical trial site ranking and platform help\n\n**Visualization & AI:**\n- ~~scientific illustration — create scientific figures and diagrams\n- ~~AI research platform — AI for biology (histopathology, drug discovery)\n\nReport which servers are connected and which are not yet set up.\n\n## Step 3: Survey Available Skills\n\nList the analysis skills available in this plugin:\n\n| Skill | What It Does |\n|-------|-------------|\n| **Single-Cell RNA QC** | Quality control for scRNA-seq data with MAD-based filtering |\n| **scvi-tools** | Deep learning for single-cell omics (scVI, scANVI, totalVI, PeakVI, etc.) |\n| **Nextflow Pipelines** | Run nf-core pipelines (RNA-seq, WGS\u002FWES, ATAC-seq) |\n| **Instrument Data Converter** | Convert lab instrument output to Allotrope ASM format |\n| **Scientific Problem Selection** | Systematic framework for choosing research problems |\n\n## Step 4: Optional Setup — Binary MCP Servers\n\nMention that two additional MCP servers are available as separate installations:\n\n- **~~genomics platform** — Access cloud analysis data and workflows\n  Install: Download `txg-node.mcpb` from https:\u002F\u002Fgithub.com\u002F10XGenomics\u002Ftxg-mcp\u002Freleases\n- **~~tool database** (Harvard MIMS) — AI tools for scientific discovery\n  Install: Download `tooluniverse.mcpb` from https:\u002F\u002Fgithub.com\u002Fmims-harvard\u002FToolUniverse\u002Freleases\n\nThese require downloading binary files and are optional.\n\n## Step 5: Ask How to Help\n\nAsk the researcher what they're working on today. Suggest starting points based on common workflows:\n\n1. **Literature review** — \"Search ~~literature database for recent papers on [topic]\"\n2. **Analyze sequencing data** — \"Run QC on my single-cell data\" or \"Set up an RNA-seq pipeline\"\n3. **Drug discovery** — \"Search ~~chemical database for compounds targeting [protein]\" or \"Find drug targets for [disease]\"\n4. **Data standardization** — \"Convert my instrument data to Allotrope format\"\n5. **Research strategy** — \"Help me evaluate a new project idea\"\n\nWait for the user's response and guide them to the appropriate tools and skills.\n","# Bio-Research Start\n\n> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md).\n\nYou are helping a biological researcher get oriented with the bio-research plugin. Walk through the following steps in order.\n\n## Step 1: Welcome\n\nDisplay this welcome message:\n\n```\nBio-Research Plugin\n\nYour AI-powered research assistant for the life sciences. This plugin brings\ntogether literature search, data analysis pipelines,\nand scientific strategy — all in one place.\n```\n\n## Step 2: Check Available MCP Servers\n\nTest which MCP servers are connected by listing available tools. Group the results:\n\n**Literature & Data Sources:**\n- ~~literature database — biomedical literature search\n- ~~literature database — preprint access (biology and medicine)\n- ~~journal access — academic publications\n- ~~data repository — collaborative research data (Sage Bionetworks)\n\n**Drug Discovery & Clinical:**\n- ~~chemical database — bioactive compound database\n- ~~drug target database — drug target discovery platform\n- ClinicalTrials.gov — clinical trial registry\n- ~~clinical data platform — clinical trial site ranking and platform help\n\n**Visualization & AI:**\n- ~~scientific illustration — create scientific figures and diagrams\n- ~~AI research platform — AI for biology (histopathology, drug discovery)\n\nReport which servers are connected and which are not yet set up.\n\n## Step 3: Survey Available Skills\n\nList the analysis skills available in this plugin:\n\n| Skill | What It Does |\n|-------|-------------|\n| **Single-Cell RNA QC** | Quality control for scRNA-seq data with MAD-based filtering |\n| **scvi-tools** | Deep learning for single-cell omics (scVI, scANVI, totalVI, PeakVI, etc.) |\n| **Nextflow Pipelines** | Run nf-core pipelines (RNA-seq, WGS\u002FWES, ATAC-seq) |\n| **Instrument Data Converter** | Convert lab instrument output to Allotrope ASM format |\n| **Scientific Problem Selection** | Systematic framework for choosing research problems |\n\n## Step 4: Optional Setup — Binary MCP Servers\n\nMention that two additional MCP servers are available as separate installations:\n\n- **~~genomics platform** — Access cloud analysis data and workflows\n  Install: Download `txg-node.mcpb` from https:\u002F\u002Fgithub.com\u002F10XGenomics\u002Ftxg-mcp\u002Freleases\n- **~~tool database** (Harvard MIMS) — AI tools for scientific discovery\n  Install: Download `tooluniverse.mcpb` from https:\u002F\u002Fgithub.com\u002Fmims-harvard\u002FToolUniverse\u002Freleases\n\nThese require downloading binary files and are optional.\n\n## Step 5: Ask How to Help\n\nAsk the researcher what they're working on today. Suggest starting points based on common workflows:\n\n1. **Literature review** — \"Search ~~literature database for recent papers on [topic]\"\n2. **Analyze sequencing data** — \"Run QC on my single-cell data\" or \"Set up an RNA-seq pipeline\"\n3. **Drug discovery** — \"Search ~~chemical database for compounds targeting [protein]\" or \"Find drug targets for [disease]\"\n4. **Data standardization** — \"Convert my instrument data to Allotrope format\"\n5. **Research strategy** — \"Help me evaluate a new project idea\"\n\nWait for the user's response and guide them to the appropriate tools and skills.\n",{"name":5,"description":7},"main","e605d8ddbfb688da57dfaaceebd93f12a64ef1d3","bio-research\u002Fskills\u002Fstart",3944,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins","https:\u002F\u002Fgithub.com\u002Fanthropics","https:\u002F\u002Fanthropic.com","2026-11-14 06:21:52",{"source":8,"skillName":5,"commands":60,"prompt":70,"zipAvailable":71},[61,64,67],{"tool":62,"command":63},"npx","npx skills add anthropics\u002Fknowledge-work-plugins --skill start",{"tool":65,"command":66},"bunx","bunx skills add anthropics\u002Fknowledge-work-plugins --skill start",{"tool":68,"command":69},"pnpm","pnpm dlx skills add anthropics\u002Fknowledge-work-plugins --skill start","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fbio-research\u002Fskills\u002Fstart\u002FSKILL.md",true,[],[74,99,123,145,173,199],{"skillNo":75,"name":76,"nameZh":6,"description":77,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":78,"categories":79,"keywords":80,"publishedAt":46},"01M718Y97HCGW12Q53PSJDY03W","ticket-deflector","Reads a forwarded customer email or ticket, pulls order and refund status from a payments connector (PayPal, Square, or Stripe) or Shopify, account history from the CRM, and open tickets from a support desk (Zoho Desk), drafts a tone-matched reply in the owner's writing voice, and can issue a refund through the payments connector with explicit owner approval. With Shopify connected it also runs a proactive order-triage mode that surfaces orders needing attention — unfulfilled past the promised window, payment problems, pending refunds, stuck shipments — and drafts the next action for each before the customer has to ask. Use when the user says \"draft a response,\" \"answer this customer,\" \"where's my order,\" \"I want a refund,\" \"check my orders,\" or \"anything about to blow up.\"","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Fticket-deflector\u002FSKILL.md",[],[81,82,83,35,84,85,86,29,87,88,89,90,91,92,93,94,95,96,97,98],"ticket","ticket deflector","mode","payments","open","writing","workflow","ask","Connector","text","mail","window","next","customer","support","crm","past","read",{"skillNo":100,"name":101,"nameZh":6,"description":102,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":103,"categories":104,"keywords":105,"publishedAt":46},"01M718Y55HFAN5705ME5VEDZ9K","tax-season-organizer","Prepares tax-season materials for the owner's accountant, not tax advice. US federal tax; a non-US business gets its closed-books packet instead. Two modes: (1) quarterly estimated tax from YTD net income in the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); (2) year-end 1099 prep, scanning the ledger, PayPal, and Stripe for contractors paid over USD 600 into a 1099-NEC list with missing W-9 flags.\nAny tax request routes first to \u002Ftax-prep, which confirms the books are closed and reconciled before running this skill. Use this skill directly only when the owner says the period's books are already closed: \"books are closed, now do the 1099s,\" \"run the quarterly estimate off the closed numbers,\" or \"just the contractor W-9 list.\"","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Ftax-season-organizer\u002FSKILL.md",[],[106,107,108,30,109,110,111,112,113,114,29,115,116,117,118,119,98,120,121,122],"tax season organizer","tax","us federal","netsuite","paid","end","usd","only","now","books","xero","scanning","run","request","flags","list","stripe",{"skillNo":124,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":129,"publishedAt":46},"01M718Y13VVPHDD9NTDBVFJ2AZ","tax-prep","Prepares tax materials as a two-link chain — month-end-prep confirms the books are closed and reconciled first, then tax-season-organizer calculates the quarterly estimated payment or builds the year-end 1099-NEC list and accountant packet from those closed numbers. Requires a ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books); uses Gusto, PayPal, and Stripe when connected, else CSV upload. US federal tax math; a non-US business gets the closed-books packet. Prep material for a CPA, never tax advice, nothing filed. Trigger on \"quarterly taxes,\" \"estimated tax payment,\" \"how much should I set aside,\" \"1099s,\" \"1099-NEC,\" \"W-9s,\" \"year-end tax prep,\" \"get my books ready for my accountant,\" any phrasing that suggests a tax deadline is coming, or a question about net profit or YTD income that sounds like worry about a tax bill. An owner who says the period's books are already closed routes to tax-season-organizer directly.","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Ftax-prep\u002FSKILL.md",[],[130,107,131,42,108,132,133,109,134,135,136,137,138,139,140,111,141,142,143,144],"tax prep","prep","as","ready","never","zoho books","get","chain","profit","for","trigger","material","question","paypal","business",{"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":156,"publishedAt":46},"01M718XWTWQZ01GYSG9T8RW8TW","speed-to-lead","Makes sure no inbound lead goes unanswered. Watches web forms, the shared inbox, and the CRM for new inquiries, qualifies each one against the owner's criteria, drafts a reply in the owner's voice with real meeting times for the owner to approve and send, routes anything hot to a human right away, and logs the whole thing to the CRM. Never sends on its own. Built to run on a schedule so overnight inquiries are drafted and sorted by morning, and works from forwarded or pasted inquiries when no connector is available. Use this whenever the owner is worried about inbound leads or response time — including phrasings like \"leads are going cold,\" \"did anyone answer that inquiry,\" \"I keep missing form submissions,\" \"nothing falls through the cracks,\" \"handle my inbound,\" \"respond to this lead,\" or \"we lose people because nobody gets back fast enough.\" Reach for it for a single unanswered inquiry as readily as for a standing setup.","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Fspeed-to-lead\u002FSKILL.md",[151],{"categoryNo":152,"categoryName":153,"taxonomyType":154,"taxonomyTypeDesc":155},"01JBSEEDCAT000000000000034","行政与办公人员","PROFESSION","适用职业",[157,158,159,160,161,162,134,163,164,165,166,28,167,168,29,169,170,89,171,172],"speed to lead","lead","speed","shared","back","cold","time","inbox","send","respond","web forms","people","schedule","logs","sure","human",{"skillNo":174,"name":175,"nameZh":6,"description":176,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":177,"categories":178,"keywords":182,"publishedAt":46},"01M718XQYMN1KY3TPS33967FK0","social-content-engine","Runs the owner's content operation as a standing thing rather than a one-off: keeps a rolling posting calendar, learns the owner's voice, generates on-brand Canva graphics, writes captions that sound like them, repurposes one asset into every channel format, and stages posts for approval instead of publishing on its own. Pulls product photos and prices from Shopify when connected; with no connectors, drafts the calendar and asset briefs for manual posting. Use this whenever the owner talks about posting, content, or social — including \"I need to post more,\" \"we've gone quiet on Instagram,\" \"what should we post this month,\" \"make the content,\" \"give me a month of posts,\" \"write this in my voice,\" \"repurpose this,\" or \"set up our content calendar.\" Reach for it for a single post as readily as for a full quarter. One handoff: a finished, approved campaign brief goes to canva-creator; this skill owns the standing operation.","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Fsocial-content-engine\u002FSKILL.md",[179],{"categoryNo":180,"categoryName":181,"taxonomyType":154,"taxonomyTypeDesc":155},"01JBSEEDCAT000000000000036","内容创作者",[183,184,185,186,187,188,42,189,190,191,192,35,193,29,194,195,196,98,197,198],"social","social content engine","engine","content engine","social content","content","brief","posts","Captions","prices","campaign","me","product","calendar","write","drafts",{"skillNo":200,"name":201,"nameZh":6,"description":202,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":203,"categories":204,"keywords":205,"publishedAt":46},"01M718XMPJVH0EVRVP998BVZPC","smb-router","The front door to the Small Business plugin. Listens to what the owner needs right now — vague or specific — and routes them to the best skill or slash command for the moment. Also serves as a guide: explains what's available, suggests what to try next, and adapts recommendations based on stored business context. Trigger whenever the owner asks \"what can you do,\" \"help me with my business,\" \"what should I focus on,\" \"I don't know where to start,\" or any open-ended business request that doesn't clearly match a single skill.","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Fblob\u002Fmain\u002Fsmall-business\u002Fskills\u002Fsmb-router\u002FSKILL.md",[],[206,207,208,132,209,139,140,210,85,211,114,144,212,213,214,31,44,194,215,93],"router","smb","smb router","do","front","single","you","vague","can","focus"]