[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-anthropic-search":3,"mdc--9xpf5o-key":33,"related-repo-anthropic-search":763,"related-org-anthropic-search":882},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":22,"repoUrl":23,"updatedAt":24,"license":25,"forks":26,"topics":27,"repo":28,"sourceUrl":31,"mdContent":32},"search","search across all connected sources","Search across all connected sources in one query. Trigger with \"find that doc about...\", \"what did we decide on...\", \"where was the conversation about...\", or when looking for a decision, document, or discussion that could live in chat, email, cloud storage, or a project tracker.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"anthropic","Anthropic","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fanthropic.png","anthropics",[13,17,20],{"name":14,"slug":15,"type":16},"Enterprise Search","enterprise-search","tag",{"name":18,"slug":19,"type":16},"Knowledge Management","knowledge-management",{"name":21,"slug":4,"type":16},"Search",22885,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins","2026-04-06T17:58:37.523541",null,2736,[],{"repoUrl":23,"stars":22,"forks":26,"topics":29,"description":30},[],"Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins\u002Ftree\u002FHEAD\u002Fenterprise-search\u002Fskills\u002Fsearch","---\nname: search\ndescription: Search across all connected sources in one query. Trigger with \"find that doc about...\", \"what did we decide on...\", \"where was the conversation about...\", or when looking for a decision, document, or discussion that could live in chat, email, cloud storage, or a project tracker.\nargument-hint: \"\u003Cquery>\"\n---\n\n# Search Command\n\n> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md).\n\nSearch across all connected MCP sources in a single query. Decompose the user's question, run parallel searches, and synthesize results.\n\n## Instructions\n\n### 1. Check Available Sources\n\nBefore searching, determine which MCP sources are available. Attempt to identify connected tools from the available tool list. Common sources:\n\n- **~~chat** — chat platform tools\n- **~~email** — email tools\n- **~~cloud storage** — cloud storage tools\n- **~~project tracker** — project tracking tools\n- **~~CRM** — CRM tools\n- **~~knowledge base** — knowledge base tools\n\nIf no MCP sources are connected:\n```\nTo search across your tools, you'll need to connect at least one source.\nCheck your MCP settings to add ~~chat, ~~email, ~~cloud storage, or other tools.\n\nSupported sources: ~~chat, ~~email, ~~cloud storage, ~~project tracker, ~~CRM, ~~knowledge base,\nand any other MCP-connected service.\n```\n\n### 2. Parse the User's Query\n\nAnalyze the search query to understand:\n\n- **Intent**: What is the user looking for? (a decision, a document, a person, a status update, a conversation)\n- **Entities**: People, projects, teams, tools mentioned\n- **Time constraints**: Recency signals (\"this week\", \"last month\", specific dates)\n- **Source hints**: References to specific tools (\"in ~~chat\", \"that email\", \"the doc\")\n- **Filters**: Extract explicit filters from the query:\n  - `from:` — Filter by sender\u002Fauthor\n  - `in:` — Filter by channel, folder, or location\n  - `after:` — Only results after this date\n  - `before:` — Only results before this date\n  - `type:` — Filter by content type (message, email, doc, thread, file)\n\n### 3. Decompose into Sub-Queries\n\nFor each available source, create a targeted sub-query using that source's native search syntax:\n\n**~~chat:**\n- Use available search and read tools for your chat platform\n- Translate filters: `from:` maps to sender, `in:` maps to channel\u002Froom, dates map to time range filters\n- Use natural language queries for semantic search when appropriate\n- Use keyword queries for exact matches\n\n**~~email:**\n- Use available email search tools\n- Translate filters: `from:` maps to sender, dates map to time range filters\n- Map `type:` to attachment filters or subject-line searches as appropriate\n\n**~~cloud storage:**\n- Use available file search tools\n- Translate to file query syntax: name contains, full text contains, modified date, file type\n- Consider both file names and content\n\n**~~project tracker:**\n- Use available task search or typeahead tools\n- Map to task text search, assignee filters, date filters, project filters\n\n**~~CRM:**\n- Use available CRM query tools\n- Search across Account, Contact, Opportunity, and other relevant objects\n\n**~~knowledge base:**\n- Use semantic search for conceptual questions\n- Use keyword search for exact matches\n\n### 4. Execute Searches in Parallel\n\nRun all sub-queries simultaneously across available sources. Do not wait for one source before searching another.\n\nFor each source:\n- Execute the translated query\n- Capture results with metadata (timestamps, authors, links, source type)\n- Note any sources that fail or return errors — do not let one failure block others\n\n### 5. Rank and Deduplicate Results\n\n**Deduplication:**\n- Identify the same information appearing across sources (e.g., a decision discussed in ~~chat AND confirmed via email)\n- Group related results together rather than showing duplicates\n- Prefer the most authoritative or complete version\n\n**Ranking factors:**\n- **Relevance**: How well does the result match the query intent?\n- **Freshness**: More recent results rank higher for status\u002Fdecision queries\n- **Authority**: Official docs > wiki > chat messages for factual questions; conversations > docs for \"what did we discuss\" queries\n- **Completeness**: Results with more context rank higher\n\n### 6. Present Unified Results\n\nFormat the response as a synthesized answer, not a raw list of results:\n\n**For factual\u002Fdecision queries:**\n```\n[Direct answer to the question]\n\nSources:\n- [Source 1: brief description] (~~chat, #channel, date)\n- [Source 2: brief description] (~~email, from person, date)\n- [Source 3: brief description] (~~cloud storage, doc name, last modified)\n```\n\n**For exploratory queries (\"what do we know about X\"):**\n```\n[Synthesized summary combining information from all sources]\n\nFound across:\n- ~~chat: X relevant messages in Y channels\n- ~~email: X relevant threads\n- ~~cloud storage: X related documents\n- [Other sources as applicable]\n\nKey sources:\n- [Most important source with link\u002Freference]\n- [Second most important source]\n```\n\n**For \"find\" queries (looking for a specific thing):**\n```\n[The thing they're looking for, with direct reference]\n\nAlso found:\n- [Related items from other sources]\n```\n\n### 7. Handle Edge Cases\n\n**Ambiguous queries:**\nIf the query could mean multiple things, ask one clarifying question before searching:\n```\n\"API redesign\" could refer to a few things. Are you looking for:\n1. The REST API v2 redesign (Project Aurora)\n2. The internal SDK API changes\n3. Something else?\n```\n\n**No results:**\n```\nI couldn't find anything matching \"[query]\" across [list of sources searched].\n\nTry:\n- Broader terms (e.g., \"database\" instead of \"PostgreSQL migration\")\n- Different time range (currently searching [time range])\n- Checking if the relevant source is connected (currently searching: [sources])\n```\n\n**Partial results (some sources failed):**\n```\n[Results from successful sources]\n\nNote: I couldn't reach [failed source(s)] during this search.\nResults above are from [successful sources] only.\n```\n\n## Notes\n\n- Always search multiple sources in parallel — never sequentially\n- Synthesize results into answers, do not just list raw search results\n- Include source attribution so users can dig deeper\n- Respect the user's filter syntax and apply it appropriately per source\n- When a query mentions a specific person, search for their messages\u002Fdocs\u002Fmentions across all sources\n- For time-sensitive queries, prioritize recency in ranking\n- If only one source is connected, still provide useful results from that source\n",{"data":34,"body":36},{"name":4,"description":6,"argument-hint":35},"\u003Cquery>",{"type":37,"children":38},"root",[39,48,67,72,79,86,91,157,162,175,181,186,297,303,308,316,353,361,392,400,418,426,439,447,460,468,481,487,492,497,515,521,529,547,555,598,604,609,617,626,634,643,651,660,666,676,685,693,702,710,719,725],{"type":40,"tag":41,"props":42,"children":44},"element","h1",{"id":43},"search-command",[45],{"type":46,"value":47},"text","Search Command",{"type":40,"tag":49,"props":50,"children":51},"blockquote",{},[52],{"type":40,"tag":53,"props":54,"children":55},"p",{},[56,58,65],{"type":46,"value":57},"If you see unfamiliar placeholders or need to check which tools are connected, see ",{"type":40,"tag":59,"props":60,"children":62},"a",{"href":61},"..\u002F..\u002FCONNECTORS.md",[63],{"type":46,"value":64},"CONNECTORS.md",{"type":46,"value":66},".",{"type":40,"tag":53,"props":68,"children":69},{},[70],{"type":46,"value":71},"Search across all connected MCP sources in a single query. Decompose the user's question, run parallel searches, and synthesize results.",{"type":40,"tag":73,"props":74,"children":76},"h2",{"id":75},"instructions",[77],{"type":46,"value":78},"Instructions",{"type":40,"tag":80,"props":81,"children":83},"h3",{"id":82},"_1-check-available-sources",[84],{"type":46,"value":85},"1. Check Available Sources",{"type":40,"tag":53,"props":87,"children":88},{},[89],{"type":46,"value":90},"Before searching, determine which MCP sources are available. Attempt to identify connected tools from the available tool list. Common sources:",{"type":40,"tag":92,"props":93,"children":94},"ul",{},[95,107,117,127,137,147],{"type":40,"tag":96,"props":97,"children":98},"li",{},[99,105],{"type":40,"tag":100,"props":101,"children":102},"strong",{},[103],{"type":46,"value":104},"~~chat",{"type":46,"value":106}," — chat platform tools",{"type":40,"tag":96,"props":108,"children":109},{},[110,115],{"type":40,"tag":100,"props":111,"children":112},{},[113],{"type":46,"value":114},"~~email",{"type":46,"value":116}," — email tools",{"type":40,"tag":96,"props":118,"children":119},{},[120,125],{"type":40,"tag":100,"props":121,"children":122},{},[123],{"type":46,"value":124},"~~cloud storage",{"type":46,"value":126}," — cloud storage tools",{"type":40,"tag":96,"props":128,"children":129},{},[130,135],{"type":40,"tag":100,"props":131,"children":132},{},[133],{"type":46,"value":134},"~~project tracker",{"type":46,"value":136}," — project tracking tools",{"type":40,"tag":96,"props":138,"children":139},{},[140,145],{"type":40,"tag":100,"props":141,"children":142},{},[143],{"type":46,"value":144},"~~CRM",{"type":46,"value":146}," — CRM tools",{"type":40,"tag":96,"props":148,"children":149},{},[150,155],{"type":40,"tag":100,"props":151,"children":152},{},[153],{"type":46,"value":154},"~~knowledge base",{"type":46,"value":156}," — knowledge base tools",{"type":40,"tag":53,"props":158,"children":159},{},[160],{"type":46,"value":161},"If no MCP sources are connected:",{"type":40,"tag":163,"props":164,"children":168},"pre",{"className":165,"code":167,"language":46},[166],"language-text","To search across your tools, you'll need to connect at least one source.\nCheck your MCP settings to add ~~chat, ~~email, ~~cloud storage, or other tools.\n\nSupported sources: ~~chat, ~~email, ~~cloud storage, ~~project tracker, ~~CRM, ~~knowledge base,\nand any other MCP-connected service.\n",[169],{"type":40,"tag":170,"props":171,"children":173},"code",{"__ignoreMap":172},"",[174],{"type":46,"value":167},{"type":40,"tag":80,"props":176,"children":178},{"id":177},"_2-parse-the-users-query",[179],{"type":46,"value":180},"2. Parse the User's Query",{"type":40,"tag":53,"props":182,"children":183},{},[184],{"type":46,"value":185},"Analyze the search query to understand:",{"type":40,"tag":92,"props":187,"children":188},{},[189,199,209,219,229],{"type":40,"tag":96,"props":190,"children":191},{},[192,197],{"type":40,"tag":100,"props":193,"children":194},{},[195],{"type":46,"value":196},"Intent",{"type":46,"value":198},": What is the user looking for? (a decision, a document, a person, a status update, a conversation)",{"type":40,"tag":96,"props":200,"children":201},{},[202,207],{"type":40,"tag":100,"props":203,"children":204},{},[205],{"type":46,"value":206},"Entities",{"type":46,"value":208},": People, projects, teams, tools mentioned",{"type":40,"tag":96,"props":210,"children":211},{},[212,217],{"type":40,"tag":100,"props":213,"children":214},{},[215],{"type":46,"value":216},"Time constraints",{"type":46,"value":218},": Recency signals (\"this week\", \"last month\", specific dates)",{"type":40,"tag":96,"props":220,"children":221},{},[222,227],{"type":40,"tag":100,"props":223,"children":224},{},[225],{"type":46,"value":226},"Source hints",{"type":46,"value":228},": References to specific tools (\"in ~~chat\", \"that email\", \"the doc\")",{"type":40,"tag":96,"props":230,"children":231},{},[232,237,239],{"type":40,"tag":100,"props":233,"children":234},{},[235],{"type":46,"value":236},"Filters",{"type":46,"value":238},": Extract explicit filters from the query:\n",{"type":40,"tag":92,"props":240,"children":241},{},[242,253,264,275,286],{"type":40,"tag":96,"props":243,"children":244},{},[245,251],{"type":40,"tag":170,"props":246,"children":248},{"className":247},[],[249],{"type":46,"value":250},"from:",{"type":46,"value":252}," — Filter by sender\u002Fauthor",{"type":40,"tag":96,"props":254,"children":255},{},[256,262],{"type":40,"tag":170,"props":257,"children":259},{"className":258},[],[260],{"type":46,"value":261},"in:",{"type":46,"value":263}," — Filter by channel, folder, or location",{"type":40,"tag":96,"props":265,"children":266},{},[267,273],{"type":40,"tag":170,"props":268,"children":270},{"className":269},[],[271],{"type":46,"value":272},"after:",{"type":46,"value":274}," — Only results after this date",{"type":40,"tag":96,"props":276,"children":277},{},[278,284],{"type":40,"tag":170,"props":279,"children":281},{"className":280},[],[282],{"type":46,"value":283},"before:",{"type":46,"value":285}," — Only results before this date",{"type":40,"tag":96,"props":287,"children":288},{},[289,295],{"type":40,"tag":170,"props":290,"children":292},{"className":291},[],[293],{"type":46,"value":294},"type:",{"type":46,"value":296}," — Filter by content type (message, email, doc, thread, file)",{"type":40,"tag":80,"props":298,"children":300},{"id":299},"_3-decompose-into-sub-queries",[301],{"type":46,"value":302},"3. Decompose into Sub-Queries",{"type":40,"tag":53,"props":304,"children":305},{},[306],{"type":46,"value":307},"For each available source, create a targeted sub-query using that source's native search syntax:",{"type":40,"tag":53,"props":309,"children":310},{},[311],{"type":40,"tag":100,"props":312,"children":313},{},[314],{"type":46,"value":315},"~~chat:",{"type":40,"tag":92,"props":317,"children":318},{},[319,324,343,348],{"type":40,"tag":96,"props":320,"children":321},{},[322],{"type":46,"value":323},"Use available search and read tools for your chat platform",{"type":40,"tag":96,"props":325,"children":326},{},[327,329,334,336,341],{"type":46,"value":328},"Translate filters: ",{"type":40,"tag":170,"props":330,"children":332},{"className":331},[],[333],{"type":46,"value":250},{"type":46,"value":335}," maps to sender, ",{"type":40,"tag":170,"props":337,"children":339},{"className":338},[],[340],{"type":46,"value":261},{"type":46,"value":342}," maps to channel\u002Froom, dates map to time range filters",{"type":40,"tag":96,"props":344,"children":345},{},[346],{"type":46,"value":347},"Use natural language queries for semantic search when appropriate",{"type":40,"tag":96,"props":349,"children":350},{},[351],{"type":46,"value":352},"Use keyword queries for exact matches",{"type":40,"tag":53,"props":354,"children":355},{},[356],{"type":40,"tag":100,"props":357,"children":358},{},[359],{"type":46,"value":360},"~~email:",{"type":40,"tag":92,"props":362,"children":363},{},[364,369,380],{"type":40,"tag":96,"props":365,"children":366},{},[367],{"type":46,"value":368},"Use available email search tools",{"type":40,"tag":96,"props":370,"children":371},{},[372,373,378],{"type":46,"value":328},{"type":40,"tag":170,"props":374,"children":376},{"className":375},[],[377],{"type":46,"value":250},{"type":46,"value":379}," maps to sender, dates map to time range filters",{"type":40,"tag":96,"props":381,"children":382},{},[383,385,390],{"type":46,"value":384},"Map ",{"type":40,"tag":170,"props":386,"children":388},{"className":387},[],[389],{"type":46,"value":294},{"type":46,"value":391}," to attachment filters or subject-line searches as appropriate",{"type":40,"tag":53,"props":393,"children":394},{},[395],{"type":40,"tag":100,"props":396,"children":397},{},[398],{"type":46,"value":399},"~~cloud storage:",{"type":40,"tag":92,"props":401,"children":402},{},[403,408,413],{"type":40,"tag":96,"props":404,"children":405},{},[406],{"type":46,"value":407},"Use available file search tools",{"type":40,"tag":96,"props":409,"children":410},{},[411],{"type":46,"value":412},"Translate to file query syntax: name contains, full text contains, modified date, file type",{"type":40,"tag":96,"props":414,"children":415},{},[416],{"type":46,"value":417},"Consider both file names and content",{"type":40,"tag":53,"props":419,"children":420},{},[421],{"type":40,"tag":100,"props":422,"children":423},{},[424],{"type":46,"value":425},"~~project tracker:",{"type":40,"tag":92,"props":427,"children":428},{},[429,434],{"type":40,"tag":96,"props":430,"children":431},{},[432],{"type":46,"value":433},"Use available task search or typeahead tools",{"type":40,"tag":96,"props":435,"children":436},{},[437],{"type":46,"value":438},"Map to task text search, assignee filters, date filters, project filters",{"type":40,"tag":53,"props":440,"children":441},{},[442],{"type":40,"tag":100,"props":443,"children":444},{},[445],{"type":46,"value":446},"~~CRM:",{"type":40,"tag":92,"props":448,"children":449},{},[450,455],{"type":40,"tag":96,"props":451,"children":452},{},[453],{"type":46,"value":454},"Use available CRM query tools",{"type":40,"tag":96,"props":456,"children":457},{},[458],{"type":46,"value":459},"Search across Account, Contact, Opportunity, and other relevant objects",{"type":40,"tag":53,"props":461,"children":462},{},[463],{"type":40,"tag":100,"props":464,"children":465},{},[466],{"type":46,"value":467},"~~knowledge base:",{"type":40,"tag":92,"props":469,"children":470},{},[471,476],{"type":40,"tag":96,"props":472,"children":473},{},[474],{"type":46,"value":475},"Use semantic search for conceptual questions",{"type":40,"tag":96,"props":477,"children":478},{},[479],{"type":46,"value":480},"Use keyword search for exact matches",{"type":40,"tag":80,"props":482,"children":484},{"id":483},"_4-execute-searches-in-parallel",[485],{"type":46,"value":486},"4. Execute Searches in Parallel",{"type":40,"tag":53,"props":488,"children":489},{},[490],{"type":46,"value":491},"Run all sub-queries simultaneously across available sources. Do not wait for one source before searching another.",{"type":40,"tag":53,"props":493,"children":494},{},[495],{"type":46,"value":496},"For each source:",{"type":40,"tag":92,"props":498,"children":499},{},[500,505,510],{"type":40,"tag":96,"props":501,"children":502},{},[503],{"type":46,"value":504},"Execute the translated query",{"type":40,"tag":96,"props":506,"children":507},{},[508],{"type":46,"value":509},"Capture results with metadata (timestamps, authors, links, source type)",{"type":40,"tag":96,"props":511,"children":512},{},[513],{"type":46,"value":514},"Note any sources that fail or return errors — do not let one failure block others",{"type":40,"tag":80,"props":516,"children":518},{"id":517},"_5-rank-and-deduplicate-results",[519],{"type":46,"value":520},"5. Rank and Deduplicate Results",{"type":40,"tag":53,"props":522,"children":523},{},[524],{"type":40,"tag":100,"props":525,"children":526},{},[527],{"type":46,"value":528},"Deduplication:",{"type":40,"tag":92,"props":530,"children":531},{},[532,537,542],{"type":40,"tag":96,"props":533,"children":534},{},[535],{"type":46,"value":536},"Identify the same information appearing across sources (e.g., a decision discussed in ~~chat AND confirmed via email)",{"type":40,"tag":96,"props":538,"children":539},{},[540],{"type":46,"value":541},"Group related results together rather than showing duplicates",{"type":40,"tag":96,"props":543,"children":544},{},[545],{"type":46,"value":546},"Prefer the most authoritative or complete version",{"type":40,"tag":53,"props":548,"children":549},{},[550],{"type":40,"tag":100,"props":551,"children":552},{},[553],{"type":46,"value":554},"Ranking factors:",{"type":40,"tag":92,"props":556,"children":557},{},[558,568,578,588],{"type":40,"tag":96,"props":559,"children":560},{},[561,566],{"type":40,"tag":100,"props":562,"children":563},{},[564],{"type":46,"value":565},"Relevance",{"type":46,"value":567},": How well does the result match the query intent?",{"type":40,"tag":96,"props":569,"children":570},{},[571,576],{"type":40,"tag":100,"props":572,"children":573},{},[574],{"type":46,"value":575},"Freshness",{"type":46,"value":577},": More recent results rank higher for status\u002Fdecision queries",{"type":40,"tag":96,"props":579,"children":580},{},[581,586],{"type":40,"tag":100,"props":582,"children":583},{},[584],{"type":46,"value":585},"Authority",{"type":46,"value":587},": Official docs > wiki > chat messages for factual questions; conversations > docs for \"what did we discuss\" queries",{"type":40,"tag":96,"props":589,"children":590},{},[591,596],{"type":40,"tag":100,"props":592,"children":593},{},[594],{"type":46,"value":595},"Completeness",{"type":46,"value":597},": Results with more context rank higher",{"type":40,"tag":80,"props":599,"children":601},{"id":600},"_6-present-unified-results",[602],{"type":46,"value":603},"6. Present Unified Results",{"type":40,"tag":53,"props":605,"children":606},{},[607],{"type":46,"value":608},"Format the response as a synthesized answer, not a raw list of results:",{"type":40,"tag":53,"props":610,"children":611},{},[612],{"type":40,"tag":100,"props":613,"children":614},{},[615],{"type":46,"value":616},"For factual\u002Fdecision queries:",{"type":40,"tag":163,"props":618,"children":621},{"className":619,"code":620,"language":46},[166],"[Direct answer to the question]\n\nSources:\n- [Source 1: brief description] (~~chat, #channel, date)\n- [Source 2: brief description] (~~email, from person, date)\n- [Source 3: brief description] (~~cloud storage, doc name, last modified)\n",[622],{"type":40,"tag":170,"props":623,"children":624},{"__ignoreMap":172},[625],{"type":46,"value":620},{"type":40,"tag":53,"props":627,"children":628},{},[629],{"type":40,"tag":100,"props":630,"children":631},{},[632],{"type":46,"value":633},"For exploratory queries (\"what do we know about X\"):",{"type":40,"tag":163,"props":635,"children":638},{"className":636,"code":637,"language":46},[166],"[Synthesized summary combining information from all sources]\n\nFound across:\n- ~~chat: X relevant messages in Y channels\n- ~~email: X relevant threads\n- ~~cloud storage: X related documents\n- [Other sources as applicable]\n\nKey sources:\n- [Most important source with link\u002Freference]\n- [Second most important source]\n",[639],{"type":40,"tag":170,"props":640,"children":641},{"__ignoreMap":172},[642],{"type":46,"value":637},{"type":40,"tag":53,"props":644,"children":645},{},[646],{"type":40,"tag":100,"props":647,"children":648},{},[649],{"type":46,"value":650},"For \"find\" queries (looking for a specific thing):",{"type":40,"tag":163,"props":652,"children":655},{"className":653,"code":654,"language":46},[166],"[The thing they're looking for, with direct reference]\n\nAlso found:\n- [Related items from other sources]\n",[656],{"type":40,"tag":170,"props":657,"children":658},{"__ignoreMap":172},[659],{"type":46,"value":654},{"type":40,"tag":80,"props":661,"children":663},{"id":662},"_7-handle-edge-cases",[664],{"type":46,"value":665},"7. Handle Edge Cases",{"type":40,"tag":53,"props":667,"children":668},{},[669,674],{"type":40,"tag":100,"props":670,"children":671},{},[672],{"type":46,"value":673},"Ambiguous queries:",{"type":46,"value":675},"\nIf the query could mean multiple things, ask one clarifying question before searching:",{"type":40,"tag":163,"props":677,"children":680},{"className":678,"code":679,"language":46},[166],"\"API redesign\" could refer to a few things. Are you looking for:\n1. The REST API v2 redesign (Project Aurora)\n2. The internal SDK API changes\n3. Something else?\n",[681],{"type":40,"tag":170,"props":682,"children":683},{"__ignoreMap":172},[684],{"type":46,"value":679},{"type":40,"tag":53,"props":686,"children":687},{},[688],{"type":40,"tag":100,"props":689,"children":690},{},[691],{"type":46,"value":692},"No results:",{"type":40,"tag":163,"props":694,"children":697},{"className":695,"code":696,"language":46},[166],"I couldn't find anything matching \"[query]\" across [list of sources searched].\n\nTry:\n- Broader terms (e.g., \"database\" instead of \"PostgreSQL migration\")\n- Different time range (currently searching [time range])\n- Checking if the relevant source is connected (currently searching: [sources])\n",[698],{"type":40,"tag":170,"props":699,"children":700},{"__ignoreMap":172},[701],{"type":46,"value":696},{"type":40,"tag":53,"props":703,"children":704},{},[705],{"type":40,"tag":100,"props":706,"children":707},{},[708],{"type":46,"value":709},"Partial results (some sources failed):",{"type":40,"tag":163,"props":711,"children":714},{"className":712,"code":713,"language":46},[166],"[Results from successful sources]\n\nNote: I couldn't reach [failed source(s)] during this search.\nResults above are from [successful sources] only.\n",[715],{"type":40,"tag":170,"props":716,"children":717},{"__ignoreMap":172},[718],{"type":46,"value":713},{"type":40,"tag":73,"props":720,"children":722},{"id":721},"notes",[723],{"type":46,"value":724},"Notes",{"type":40,"tag":92,"props":726,"children":727},{},[728,733,738,743,748,753,758],{"type":40,"tag":96,"props":729,"children":730},{},[731],{"type":46,"value":732},"Always search multiple sources in parallel — never sequentially",{"type":40,"tag":96,"props":734,"children":735},{},[736],{"type":46,"value":737},"Synthesize results into answers, do not just list raw search results",{"type":40,"tag":96,"props":739,"children":740},{},[741],{"type":46,"value":742},"Include source attribution so users can dig deeper",{"type":40,"tag":96,"props":744,"children":745},{},[746],{"type":46,"value":747},"Respect the user's filter syntax and apply it appropriately per source",{"type":40,"tag":96,"props":749,"children":750},{},[751],{"type":46,"value":752},"When a query mentions a specific person, search for their messages\u002Fdocs\u002Fmentions across all sources",{"type":40,"tag":96,"props":754,"children":755},{},[756],{"type":46,"value":757},"For time-sensitive queries, prioritize recency in ranking",{"type":40,"tag":96,"props":759,"children":760},{},[761],{"type":46,"value":762},"If only one source is connected, still provide useful results from that source",{"items":764,"total":881},[765,781,797,813,831,850,866],{"slug":766,"name":766,"fn":767,"description":768,"org":769,"tags":770,"stars":22,"repoUrl":23,"updatedAt":780},"accessibility-review","run WCAG accessibility audits","Run a WCAG 2.1 AA accessibility audit on a design or page. Trigger with \"audit accessibility\", \"check a11y\", \"is this accessible?\", or when reviewing a design for color contrast, keyboard navigation, touch target size, or screen reader behavior before handoff.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[771,774,777],{"name":772,"slug":773,"type":16},"Accessibility","accessibility",{"name":775,"slug":776,"type":16},"Design","design",{"name":778,"slug":779,"type":16},"WCAG","wcag","2026-04-06T17:58:05.682394",{"slug":782,"name":782,"fn":783,"description":784,"org":785,"tags":786,"stars":22,"repoUrl":23,"updatedAt":796},"account-research","research accounts for sales intel","Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM. Trigger with \"research [company]\", \"look up [person]\", \"intel on [prospect]\", \"who is [name] at [company]\", or \"tell me about [company]\".",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[787,790,793],{"name":788,"slug":789,"type":16},"CRM","crm",{"name":791,"slug":792,"type":16},"Research","research",{"name":794,"slug":795,"type":16},"Sales","sales","2026-04-06T17:56:41.410418",{"slug":798,"name":798,"fn":799,"description":800,"org":801,"tags":802,"stars":22,"repoUrl":23,"updatedAt":812},"analyze","answer data questions and run analyses","Answer data questions -- from quick lookups to full analyses. Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[803,806,809],{"name":804,"slug":805,"type":16},"Analytics","analytics",{"name":807,"slug":808,"type":16},"Data Analysis","data-analysis",{"name":810,"slug":811,"type":16},"SQL","sql","2026-04-06T17:57:21.593647",{"slug":814,"name":814,"fn":815,"description":816,"org":817,"tags":818,"stars":22,"repoUrl":23,"updatedAt":830},"architecture","create and evaluate architecture decision records","Create or evaluate an architecture decision record (ADR). Use when choosing between technologies (e.g., Kafka vs SQS), documenting a design decision with trade-offs and consequences, reviewing a system design proposal, or designing a new component from requirements and constraints.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[819,822,824,827],{"name":820,"slug":821,"type":16},"ADR","adr",{"name":823,"slug":814,"type":16},"Architecture",{"name":825,"slug":826,"type":16},"Documentation","documentation",{"name":828,"slug":829,"type":16},"Engineering","engineering","2026-04-06T17:57:49.26444",{"slug":832,"name":832,"fn":833,"description":834,"org":835,"tags":836,"stars":22,"repoUrl":23,"updatedAt":849},"audit-support","support SOX 404 control testing","Support SOX 404 compliance with control testing methodology, sample selection, and documentation standards. Use when generating testing workpapers, selecting audit samples, classifying control deficiencies, or preparing for internal or external audits.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[837,840,843,846],{"name":838,"slug":839,"type":16},"Audit","audit",{"name":841,"slug":842,"type":16},"Finance","finance",{"name":844,"slug":845,"type":16},"Regulatory Compliance","regulatory-compliance",{"name":847,"slug":848,"type":16},"SOX","sox","2026-04-06T17:57:36.714815",{"slug":851,"name":851,"fn":852,"description":853,"org":854,"tags":855,"stars":22,"repoUrl":23,"updatedAt":865},"brand-review","review content against brand voice","Review content against your brand voice, style guide, and messaging pillars, flagging deviations by severity with specific before\u002Fafter fixes. Use when checking a draft before it ships, when auditing copy for voice consistency and terminology, or when screening for unsubstantiated claims, missing disclaimers, and other legal flags.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[856,859,862],{"name":857,"slug":858,"type":16},"Branding","branding",{"name":860,"slug":861,"type":16},"Marketing","marketing",{"name":863,"slug":864,"type":16},"Writing","writing","2026-04-06T17:58:19.548331",{"slug":867,"name":867,"fn":868,"description":869,"org":870,"tags":871,"stars":22,"repoUrl":23,"updatedAt":880},"brand-voice-enforcement","enforce brand voice in content","This skill applies brand guidelines to content creation. It should be used when the user asks to \"write an email\", \"draft a proposal\", \"create a pitch deck\", \"write a LinkedIn post\", \"draft a presentation\", \"write a Slack message\", \"draft sales content\", or any content creation request where brand voice should be applied. Also triggers on \"on-brand\", \"brand voice\", \"enforce voice\", \"apply brand guidelines\", \"brand-aligned content\", \"write in our voice\", \"use our brand tone\", \"make this sound like us\", \"rewrite this in our tone\", or \"this doesn't sound on-brand\". Not for generating guidelines from scratch (use guideline-generation) or discovering brand materials (use discover-brand).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[872,873,876,879],{"name":857,"slug":858,"type":16},{"name":874,"slug":875,"type":16},"Communications","communications",{"name":877,"slug":878,"type":16},"Content Creation","content-creation",{"name":863,"slug":864,"type":16},"2026-04-06T18:00:23.528956",200,{"items":883,"total":1060},[884,903,915,927,946,957,978,998,1008,1023,1031,1044],{"slug":885,"name":885,"fn":886,"description":887,"org":888,"tags":889,"stars":900,"repoUrl":901,"updatedAt":902},"algorithmic-art","create algorithmic art with p5.js","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[890,893,894,897],{"name":891,"slug":892,"type":16},"Creative","creative",{"name":775,"slug":776,"type":16},{"name":895,"slug":896,"type":16},"Generative Art","generative-art",{"name":898,"slug":899,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":904,"name":904,"fn":905,"description":906,"org":907,"tags":908,"stars":900,"repoUrl":901,"updatedAt":914},"brand-guidelines","apply Anthropic brand colors and typography","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[909,910,911],{"name":857,"slug":858,"type":16},{"name":775,"slug":776,"type":16},{"name":912,"slug":913,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":916,"name":916,"fn":917,"description":918,"org":919,"tags":920,"stars":900,"repoUrl":901,"updatedAt":926},"canvas-design","create posters and visual art as PNG or PDF","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[921,922,923],{"name":891,"slug":892,"type":16},{"name":775,"slug":776,"type":16},{"name":924,"slug":925,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":928,"name":928,"fn":929,"description":930,"org":931,"tags":932,"stars":900,"repoUrl":901,"updatedAt":945},"claude-api","build apps with the Claude API","Reference for the Claude API \u002F Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude\u002FAnthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing\u002Fmodel choice\u002Flimits\u002Fcaching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent\u002FMCP\u002Ftool-definition\u002Fmulti-agent\u002FRAG\u002FLLM-judge\u002Fcomputer-use; generate\u002Fsummarize\u002Fextract\u002Fclassify\u002Frewrite\u002Fconverse over NL; debugging refusals\u002Fcutoffs\u002Fstreaming\u002Ftool-calls\u002Ftokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI\u002FGPT\u002FGemini\u002FLlama\u002FMistral\u002FCohere\u002FOllama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[933,936,937,940,942],{"name":934,"slug":935,"type":16},"Agents","agents",{"name":9,"slug":8,"type":16},{"name":938,"slug":939,"type":16},"Anthropic SDK","anthropic-sdk",{"name":941,"slug":928,"type":16},"Claude API",{"name":943,"slug":944,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":947,"name":947,"fn":948,"description":949,"org":950,"tags":951,"stars":900,"repoUrl":901,"updatedAt":956},"doc-coauthoring","co-author documentation and technical specs","Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[952,953],{"name":825,"slug":826,"type":16},{"name":954,"slug":955,"type":16},"Technical Writing","technical-writing","2026-04-06T17:56:14.18897",{"slug":958,"name":958,"fn":959,"description":960,"org":961,"tags":962,"stars":900,"repoUrl":901,"updatedAt":977},"docx","create and edit Word documents","Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[963,966,968,971,974],{"name":964,"slug":965,"type":16},"Documents","documents",{"name":967,"slug":958,"type":16},"DOCX",{"name":969,"slug":970,"type":16},"Office","office",{"name":972,"slug":973,"type":16},"Templates","templates",{"name":975,"slug":976,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":979,"name":979,"fn":980,"description":981,"org":982,"tags":983,"stars":900,"repoUrl":901,"updatedAt":997},"frontend-design","design production-grade frontend interfaces","Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[984,985,988,991,994],{"name":775,"slug":776,"type":16},{"name":986,"slug":987,"type":16},"Frontend","frontend",{"name":989,"slug":990,"type":16},"React","react",{"name":992,"slug":993,"type":16},"Tailwind CSS","tailwind-css",{"name":995,"slug":996,"type":16},"UI Components","ui-components","2026-04-06T17:56:16.723469",{"slug":999,"name":999,"fn":1000,"description":1001,"org":1002,"tags":1003,"stars":900,"repoUrl":901,"updatedAt":1007},"internal-comms","write internal company communications","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.).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1004,1005,1006],{"name":874,"slug":875,"type":16},{"name":972,"slug":973,"type":16},{"name":863,"slug":864,"type":16},"2026-04-06T17:56:20.695522",{"slug":1009,"name":1009,"fn":1010,"description":1011,"org":1012,"tags":1013,"stars":900,"repoUrl":901,"updatedAt":1022},"mcp-builder","build MCP servers","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).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1014,1015,1018,1019],{"name":934,"slug":935,"type":16},{"name":1016,"slug":1017,"type":16},"API Development","api-development",{"name":943,"slug":944,"type":16},{"name":1020,"slug":1021,"type":16},"MCP","mcp","2026-04-06T17:56:10.357665",{"slug":925,"name":925,"fn":1024,"description":1025,"org":1026,"tags":1027,"stars":900,"repoUrl":901,"updatedAt":1030},"read edit and manipulate PDF files","Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text\u002Ftables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting\u002Fdecrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1028,1029],{"name":964,"slug":965,"type":16},{"name":924,"slug":925,"type":16},"2026-04-06T17:56:02.483316",{"slug":1032,"name":1032,"fn":1033,"description":1034,"org":1035,"tags":1036,"stars":900,"repoUrl":901,"updatedAt":1043},"pptx","create and edit PowerPoint presentations","Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1037,1040],{"name":1038,"slug":1039,"type":16},"PowerPoint","powerpoint",{"name":1041,"slug":1042,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":1045,"name":1045,"fn":1046,"description":1047,"org":1048,"tags":1049,"stars":900,"repoUrl":901,"updatedAt":1059},"skill-creator","create and optimize agent skills","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1050,1051,1052,1055,1058],{"name":934,"slug":935,"type":16},{"name":825,"slug":826,"type":16},{"name":1053,"slug":1054,"type":16},"Evals","evals",{"name":1056,"slug":1057,"type":16},"Performance","performance",{"name":954,"slug":955,"type":16},"2026-04-19T06:45:40.804",490]