[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-anthropic-customer-research":3,"mdc-wen1mj-key":34,"related-repo-anthropic-customer-research":1120,"related-org-anthropic-customer-research":1236},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":29,"sourceUrl":32,"mdContent":33},"customer-research","research customer questions across sources","Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously told to a specific account, or gathering background before drafting a response.",{"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},"Research","research","tag",{"name":18,"slug":19,"type":16},"Customer Support","customer-support",{"name":21,"slug":22,"type":16},"Enterprise Search","enterprise-search",22885,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fknowledge-work-plugins","2026-04-06T17:58:58.801899",null,2736,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"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\u002Fcustomer-support\u002Fskills\u002Fcustomer-research","---\nname: customer-research\ndescription: Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously told to a specific account, or gathering background before drafting a response.\nargument-hint: \"\u003Cquestion or topic>\"\n---\n\n# \u002Fcustomer-research\n\n> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md).\n\nMulti-source research on a customer question, product topic, or account-related inquiry. Synthesizes findings from all available sources with clear attribution and confidence scoring.\n\n## Usage\n\n```\n\u002Fcustomer-research \u003Cquestion or topic>\n```\n\n## Workflow\n\n### 1. Parse the Research Request\n\nIdentify what type of research is needed:\n- **Customer question**: Something a customer has asked that needs an answer (e.g., \"Does our product support SSO with Okta?\")\n- **Issue investigation**: Background on a reported problem (e.g., \"Has this bug been reported before? What's the known workaround?\")\n- **Account context**: History with a specific customer (e.g., \"What did we tell Acme Corp last time they asked about this?\")\n- **Topic research**: General topic relevant to support work (e.g., \"Best practices for webhook retry logic\")\n\nBefore searching, clarify what you're actually trying to find:\n- Is this a factual question with a definitive answer?\n- Is this a contextual question requiring multiple perspectives?\n- Is this an exploratory question where the scope is still being defined?\n- Who is the audience for the answer (internal team, customer, leadership)?\n\n### 2. Search Available Sources\n\nSearch systematically through the source tiers below, adapting to what is connected. Don't stop at the first result — cross-reference across sources.\n\n**Tier 1 — Official Internal Sources (highest confidence):**\n- ~~knowledge base (if connected): product docs, runbooks, FAQs, policy documents\n- ~~cloud storage: internal documents, specs, guides, past research\n- Product roadmap (internal-facing): feature timelines, priorities\n\n**Tier 2 — Organizational Context:**\n- ~~CRM notes: account notes, activity history, previous answers, opportunity details\n- ~~support platform (if connected): previous resolutions, known issues, workarounds\n- Meeting notes: previous discussions, decisions, commitments\n\n**Tier 3 — Team Communications:**\n- ~~chat: search for the topic in relevant channels; check if teammates have discussed or answered this before\n- ~~email: search for previous correspondence on this topic\n- Calendar notes: meeting agendas and post-meeting notes\n\n**Tier 4 — External Sources:**\n- Web search: official documentation, blog posts, community forums\n- Public knowledge bases, help centers, release notes\n- Third-party documentation: integration partners, complementary tools\n\n**Tier 5 — Inferred or Analogical (use when direct sources don't yield answers):**\n- Similar situations: how similar questions were handled before\n- Analogous customers: what worked for comparable accounts\n- General best practices: industry standards and norms\n\n### 3. Synthesize Findings\n\nCompile results into a structured research brief:\n\n```\n## Research: [Question\u002FTopic]\n\n### Answer\n[Clear, direct answer to the question — lead with the bottom line]\n\n**Confidence:** [High \u002F Medium \u002F Low]\n[Explain what drives the confidence level]\n\n### Key Findings\n\n**From [Source 1]:**\n- [Finding with specific detail]\n- [Finding with specific detail]\n\n**From [Source 2]:**\n- [Finding with specific detail]\n\n### Context & Nuance\n[Any caveats, edge cases, or additional context that matters]\n\n### Sources\n1. [Source name\u002Flink] — [what it contributed]\n2. [Source name\u002Flink] — [what it contributed]\n3. [Source name\u002Flink] — [what it contributed]\n\n### Gaps & Unknowns\n- [What couldn't be confirmed]\n- [What might need verification from a subject matter expert]\n\n### Recommended Next Steps\n- [Action if the answer needs to go to a customer]\n- [Action if further research is needed]\n- [Who to consult for verification if needed]\n```\n\n### 4. Handle Insufficient Sources\n\nIf no connected sources yield results:\n\n- Perform web research on the topic\n- Ask the user for internal context:\n  - \"I couldn't find this in connected sources. Do you have internal docs or knowledge base articles about this?\"\n  - \"Has your team discussed this topic before? Any ~~chat channels I should check?\"\n  - \"Is there a subject matter expert who would know the answer?\"\n- Be transparent about limitations:\n  - \"This answer is based on web research only — please verify against your internal documentation before sharing with the customer.\"\n  - \"I found a possible answer but couldn't confirm it from an authoritative internal source.\"\n\n### 5. Customer-Facing Considerations\n\nIf the research is to answer a customer question:\n\n- Flag if the answer involves product roadmap, pricing, legal, or security topics that may need review\n- Note if the answer differs from what may have been communicated previously\n- Suggest appropriate caveats for the customer-facing response\n- Offer to draft the customer response: \"Want me to draft a response to the customer based on these findings?\"\n\n### 6. Knowledge Capture\n\nAfter research is complete, suggest capturing the knowledge:\n\n- \"Should I save these findings to your knowledge base for future reference?\"\n- \"Want me to create a FAQ entry based on this research?\"\n- \"This might be worth documenting — should I draft a runbook entry?\"\n\nThis helps build institutional knowledge and reduces duplicate research effort across the team.\n\n---\n\n## Source Prioritization and Confidence\n\n### Confidence by Source Tier\n\n| Tier | Source Type | Confidence | Notes |\n|------|-------------|------------|-------|\n| 1 | Official internal docs, KB, policies | **High** | Trust unless clearly outdated — check dates |\n| 2 | CRM, support tickets, meeting notes | **Medium-High** | May be subjective or incomplete |\n| 3 | Chat, email, calendar notes | **Medium** | Informal, may be out of context or speculative |\n| 4 | Web, forums, third-party docs | **Low-Medium** | May not reflect your specific situation |\n| 5 | Inference, analogies, best practices | **Low** | Clearly flag as inference, not fact |\n\n### Confidence Levels\n\nAlways assign and communicate a confidence level:\n\n**High Confidence:**\n- Answer confirmed by official documentation or authoritative source\n- Multiple sources corroborate the same answer\n- Information is current (verified within a reasonable timeframe)\n- \"I'm confident this is accurate based on [source].\"\n\n**Medium Confidence:**\n- Answer found in informal sources (chat, email) but not official docs\n- Single source without corroboration\n- Information may be slightly outdated but likely still valid\n- \"Based on [source], this appears to be the case, but I'd recommend confirming with [team\u002Fperson].\"\n\n**Low Confidence:**\n- Answer is inferred from related information\n- Sources are outdated or potentially unreliable\n- Contradictory information found across sources\n- \"I wasn't able to find a definitive answer. Based on [context], my best assessment is [answer], but this should be verified before sharing with the customer.\"\n\n**Unable to Determine:**\n- No relevant information found in any source\n- Question requires specialized knowledge not available in sources\n- \"I couldn't find information about this. I recommend reaching out to [suggested expert\u002Fteam] for a definitive answer.\"\n\n### Handling Contradictions\n\nWhen sources disagree:\n1. Note the contradiction explicitly\n2. Identify which source is more authoritative or more recent\n3. Present both perspectives with context\n4. Recommend how to resolve the discrepancy\n5. If going to a customer: use the most conservative\u002Fcautious answer until resolved\n\n## When to Escalate vs. Answer Directly\n\n### Answer Directly When:\n- Official documentation clearly addresses the question\n- Multiple reliable sources corroborate the answer\n- The question is factual and non-sensitive\n- The answer doesn't involve commitments, timelines, or pricing\n- You've answered similar questions before with confirmed accuracy\n\n### Escalate or Verify When:\n- The answer involves product roadmap commitments or timelines\n- Pricing, legal terms, or contract-specific questions\n- Security, compliance, or data handling questions\n- The answer could set a precedent or create expectations\n- You found contradictory information in sources\n- The question involves a specific customer's custom configuration\n- The answer requires specialized expertise you don't have\n- The customer is at risk and the wrong answer could exacerbate the situation\n\n### Escalation Path:\n1. **Subject matter expert**: For technical or domain-specific questions\n2. **Product team**: For roadmap, feature, or capability questions\n3. **Legal\u002Fcompliance**: For terms, privacy, security, or regulatory questions\n4. **Billing\u002Ffinance**: For pricing, invoice, or payment-related questions\n5. **Engineering**: For custom configurations, bugs, or technical root causes\n6. **Leadership**: For strategic decisions, exceptions, or high-stakes situations\n\n## Research Documentation for Team Knowledge Base\n\nAfter completing research, capture the knowledge for future use.\n\n### When to Document:\n- Question has come up before or likely will again\n- Research took significant effort to compile\n- Answer required synthesizing multiple sources\n- Answer corrects a common misunderstanding\n- Answer involves nuance that's easy to get wrong\n\n### Documentation Format:\n```\n## [Question\u002FTopic]\n\n**Last Verified:** [date]\n**Confidence:** [level]\n\n### Answer\n[Clear, direct answer]\n\n### Details\n[Supporting detail, context, and nuance]\n\n### Sources\n[Where this information came from]\n\n### Related Questions\n[Other questions this might help answer]\n\n### Review Notes\n[When to re-verify, what might change this answer]\n```\n\n### Knowledge Base Hygiene:\n- Date-stamp all entries\n- Flag entries that reference specific product versions or features\n- Review and update entries quarterly\n- Archive entries that are no longer relevant\n- Tag entries for searchability (by topic, product area, customer segment)\n",{"data":35,"body":37},{"name":4,"description":6,"argument-hint":36},"\u003Cquestion or topic>",{"type":38,"children":39},"root",[40,48,67,72,79,92,98,105,110,156,161,184,190,195,203,221,229,247,255,273,281,299,307,325,331,336,345,351,356,405,411,416,439,445,450,468,473,477,483,489,657,663,668,676,707,715,750,758,795,803,828,834,839,868,874,880,908,914,957,963,1026,1032,1037,1043,1071,1077,1086,1092],{"type":41,"tag":42,"props":43,"children":44},"element","h1",{"id":4},[45],{"type":46,"value":47},"text","\u002Fcustomer-research",{"type":41,"tag":49,"props":50,"children":51},"blockquote",{},[52],{"type":41,"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":41,"tag":59,"props":60,"children":62},"a",{"href":61},"..\u002F..\u002FCONNECTORS.md",[63],{"type":46,"value":64},"CONNECTORS.md",{"type":46,"value":66},".",{"type":41,"tag":53,"props":68,"children":69},{},[70],{"type":46,"value":71},"Multi-source research on a customer question, product topic, or account-related inquiry. Synthesizes findings from all available sources with clear attribution and confidence scoring.",{"type":41,"tag":73,"props":74,"children":76},"h2",{"id":75},"usage",[77],{"type":46,"value":78},"Usage",{"type":41,"tag":80,"props":81,"children":85},"pre",{"className":82,"code":84,"language":46},[83],"language-text","\u002Fcustomer-research \u003Cquestion or topic>\n",[86],{"type":41,"tag":87,"props":88,"children":90},"code",{"__ignoreMap":89},"",[91],{"type":46,"value":84},{"type":41,"tag":73,"props":93,"children":95},{"id":94},"workflow",[96],{"type":46,"value":97},"Workflow",{"type":41,"tag":99,"props":100,"children":102},"h3",{"id":101},"_1-parse-the-research-request",[103],{"type":46,"value":104},"1. Parse the Research Request",{"type":41,"tag":53,"props":106,"children":107},{},[108],{"type":46,"value":109},"Identify what type of research is needed:",{"type":41,"tag":111,"props":112,"children":113},"ul",{},[114,126,136,146],{"type":41,"tag":115,"props":116,"children":117},"li",{},[118,124],{"type":41,"tag":119,"props":120,"children":121},"strong",{},[122],{"type":46,"value":123},"Customer question",{"type":46,"value":125},": Something a customer has asked that needs an answer (e.g., \"Does our product support SSO with Okta?\")",{"type":41,"tag":115,"props":127,"children":128},{},[129,134],{"type":41,"tag":119,"props":130,"children":131},{},[132],{"type":46,"value":133},"Issue investigation",{"type":46,"value":135},": Background on a reported problem (e.g., \"Has this bug been reported before? What's the known workaround?\")",{"type":41,"tag":115,"props":137,"children":138},{},[139,144],{"type":41,"tag":119,"props":140,"children":141},{},[142],{"type":46,"value":143},"Account context",{"type":46,"value":145},": History with a specific customer (e.g., \"What did we tell Acme Corp last time they asked about this?\")",{"type":41,"tag":115,"props":147,"children":148},{},[149,154],{"type":41,"tag":119,"props":150,"children":151},{},[152],{"type":46,"value":153},"Topic research",{"type":46,"value":155},": General topic relevant to support work (e.g., \"Best practices for webhook retry logic\")",{"type":41,"tag":53,"props":157,"children":158},{},[159],{"type":46,"value":160},"Before searching, clarify what you're actually trying to find:",{"type":41,"tag":111,"props":162,"children":163},{},[164,169,174,179],{"type":41,"tag":115,"props":165,"children":166},{},[167],{"type":46,"value":168},"Is this a factual question with a definitive answer?",{"type":41,"tag":115,"props":170,"children":171},{},[172],{"type":46,"value":173},"Is this a contextual question requiring multiple perspectives?",{"type":41,"tag":115,"props":175,"children":176},{},[177],{"type":46,"value":178},"Is this an exploratory question where the scope is still being defined?",{"type":41,"tag":115,"props":180,"children":181},{},[182],{"type":46,"value":183},"Who is the audience for the answer (internal team, customer, leadership)?",{"type":41,"tag":99,"props":185,"children":187},{"id":186},"_2-search-available-sources",[188],{"type":46,"value":189},"2. Search Available Sources",{"type":41,"tag":53,"props":191,"children":192},{},[193],{"type":46,"value":194},"Search systematically through the source tiers below, adapting to what is connected. Don't stop at the first result — cross-reference across sources.",{"type":41,"tag":53,"props":196,"children":197},{},[198],{"type":41,"tag":119,"props":199,"children":200},{},[201],{"type":46,"value":202},"Tier 1 — Official Internal Sources (highest confidence):",{"type":41,"tag":111,"props":204,"children":205},{},[206,211,216],{"type":41,"tag":115,"props":207,"children":208},{},[209],{"type":46,"value":210},"~~knowledge base (if connected): product docs, runbooks, FAQs, policy documents",{"type":41,"tag":115,"props":212,"children":213},{},[214],{"type":46,"value":215},"~~cloud storage: internal documents, specs, guides, past research",{"type":41,"tag":115,"props":217,"children":218},{},[219],{"type":46,"value":220},"Product roadmap (internal-facing): feature timelines, priorities",{"type":41,"tag":53,"props":222,"children":223},{},[224],{"type":41,"tag":119,"props":225,"children":226},{},[227],{"type":46,"value":228},"Tier 2 — Organizational Context:",{"type":41,"tag":111,"props":230,"children":231},{},[232,237,242],{"type":41,"tag":115,"props":233,"children":234},{},[235],{"type":46,"value":236},"~~CRM notes: account notes, activity history, previous answers, opportunity details",{"type":41,"tag":115,"props":238,"children":239},{},[240],{"type":46,"value":241},"~~support platform (if connected): previous resolutions, known issues, workarounds",{"type":41,"tag":115,"props":243,"children":244},{},[245],{"type":46,"value":246},"Meeting notes: previous discussions, decisions, commitments",{"type":41,"tag":53,"props":248,"children":249},{},[250],{"type":41,"tag":119,"props":251,"children":252},{},[253],{"type":46,"value":254},"Tier 3 — Team Communications:",{"type":41,"tag":111,"props":256,"children":257},{},[258,263,268],{"type":41,"tag":115,"props":259,"children":260},{},[261],{"type":46,"value":262},"~~chat: search for the topic in relevant channels; check if teammates have discussed or answered this before",{"type":41,"tag":115,"props":264,"children":265},{},[266],{"type":46,"value":267},"~~email: search for previous correspondence on this topic",{"type":41,"tag":115,"props":269,"children":270},{},[271],{"type":46,"value":272},"Calendar notes: meeting agendas and post-meeting notes",{"type":41,"tag":53,"props":274,"children":275},{},[276],{"type":41,"tag":119,"props":277,"children":278},{},[279],{"type":46,"value":280},"Tier 4 — External Sources:",{"type":41,"tag":111,"props":282,"children":283},{},[284,289,294],{"type":41,"tag":115,"props":285,"children":286},{},[287],{"type":46,"value":288},"Web search: official documentation, blog posts, community forums",{"type":41,"tag":115,"props":290,"children":291},{},[292],{"type":46,"value":293},"Public knowledge bases, help centers, release notes",{"type":41,"tag":115,"props":295,"children":296},{},[297],{"type":46,"value":298},"Third-party documentation: integration partners, complementary tools",{"type":41,"tag":53,"props":300,"children":301},{},[302],{"type":41,"tag":119,"props":303,"children":304},{},[305],{"type":46,"value":306},"Tier 5 — Inferred or Analogical (use when direct sources don't yield answers):",{"type":41,"tag":111,"props":308,"children":309},{},[310,315,320],{"type":41,"tag":115,"props":311,"children":312},{},[313],{"type":46,"value":314},"Similar situations: how similar questions were handled before",{"type":41,"tag":115,"props":316,"children":317},{},[318],{"type":46,"value":319},"Analogous customers: what worked for comparable accounts",{"type":41,"tag":115,"props":321,"children":322},{},[323],{"type":46,"value":324},"General best practices: industry standards and norms",{"type":41,"tag":99,"props":326,"children":328},{"id":327},"_3-synthesize-findings",[329],{"type":46,"value":330},"3. Synthesize Findings",{"type":41,"tag":53,"props":332,"children":333},{},[334],{"type":46,"value":335},"Compile results into a structured research brief:",{"type":41,"tag":80,"props":337,"children":340},{"className":338,"code":339,"language":46},[83],"## Research: [Question\u002FTopic]\n\n### Answer\n[Clear, direct answer to the question — lead with the bottom line]\n\n**Confidence:** [High \u002F Medium \u002F Low]\n[Explain what drives the confidence level]\n\n### Key Findings\n\n**From [Source 1]:**\n- [Finding with specific detail]\n- [Finding with specific detail]\n\n**From [Source 2]:**\n- [Finding with specific detail]\n\n### Context & Nuance\n[Any caveats, edge cases, or additional context that matters]\n\n### Sources\n1. [Source name\u002Flink] — [what it contributed]\n2. [Source name\u002Flink] — [what it contributed]\n3. [Source name\u002Flink] — [what it contributed]\n\n### Gaps & Unknowns\n- [What couldn't be confirmed]\n- [What might need verification from a subject matter expert]\n\n### Recommended Next Steps\n- [Action if the answer needs to go to a customer]\n- [Action if further research is needed]\n- [Who to consult for verification if needed]\n",[341],{"type":41,"tag":87,"props":342,"children":343},{"__ignoreMap":89},[344],{"type":46,"value":339},{"type":41,"tag":99,"props":346,"children":348},{"id":347},"_4-handle-insufficient-sources",[349],{"type":46,"value":350},"4. 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Any ~~chat channels I should check?\"",{"type":41,"tag":115,"props":383,"children":384},{},[385],{"type":46,"value":386},"\"Is there a subject matter expert who would know the answer?\"",{"type":41,"tag":115,"props":388,"children":389},{},[390,392],{"type":46,"value":391},"Be transparent about limitations:\n",{"type":41,"tag":111,"props":393,"children":394},{},[395,400],{"type":41,"tag":115,"props":396,"children":397},{},[398],{"type":46,"value":399},"\"This answer is based on web research only — please verify against your internal documentation before sharing with the customer.\"",{"type":41,"tag":115,"props":401,"children":402},{},[403],{"type":46,"value":404},"\"I found a possible answer but couldn't confirm it from an authoritative internal source.\"",{"type":41,"tag":99,"props":406,"children":408},{"id":407},"_5-customer-facing-considerations",[409],{"type":46,"value":410},"5. 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I recommend reaching out to ",{"type":41,"tag":700,"props":822,"children":823},{},[824],{"type":46,"value":825},"suggested expert\u002Fteam",{"type":46,"value":827}," for a definitive answer.\"",{"type":41,"tag":99,"props":829,"children":831},{"id":830},"handling-contradictions",[832],{"type":46,"value":833},"Handling Contradictions",{"type":41,"tag":53,"props":835,"children":836},{},[837],{"type":46,"value":838},"When sources disagree:",{"type":41,"tag":840,"props":841,"children":842},"ol",{},[843,848,853,858,863],{"type":41,"tag":115,"props":844,"children":845},{},[846],{"type":46,"value":847},"Note the contradiction explicitly",{"type":41,"tag":115,"props":849,"children":850},{},[851],{"type":46,"value":852},"Identify which source is more authoritative or more recent",{"type":41,"tag":115,"props":854,"children":855},{},[856],{"type":46,"value":857},"Present both perspectives with context",{"type":41,"tag":115,"props":859,"children":860},{},[861],{"type":46,"value":862},"Recommend 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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},[1191,1194,1197,1200],{"name":1192,"slug":1193,"type":16},"Audit","audit",{"name":1195,"slug":1196,"type":16},"Finance","finance",{"name":1198,"slug":1199,"type":16},"Regulatory Compliance","regulatory-compliance",{"name":1201,"slug":1202,"type":16},"SOX","sox","2026-04-06T17:57:36.714815",{"slug":1205,"name":1205,"fn":1206,"description":1207,"org":1208,"tags":1209,"stars":23,"repoUrl":24,"updatedAt":1219},"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},[1210,1213,1216],{"name":1211,"slug":1212,"type":16},"Branding","branding",{"name":1214,"slug":1215,"type":16},"Marketing","marketing",{"name":1217,"slug":1218,"type":16},"Writing","writing","2026-04-06T17:58:19.548331",{"slug":1221,"name":1221,"fn":1222,"description":1223,"org":1224,"tags":1225,"stars":23,"repoUrl":24,"updatedAt":1234},"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. 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Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[1244,1247,1248,1251],{"name":1245,"slug":1246,"type":16},"Creative","creative",{"name":1132,"slug":1133,"type":16},{"name":1249,"slug":1250,"type":16},"Generative Art","generative-art",{"name":1252,"slug":1253,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":1258,"name":1258,"fn":1259,"description":1260,"org":1261,"tags":1262,"stars":1254,"repoUrl":1255,"updatedAt":1268},"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},[1263,1264,1265],{"name":1211,"slug":1212,"type":16},{"name":1132,"slug":1133,"type":16},{"name":1266,"slug":1267,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":1270,"name":1270,"fn":1271,"description":1272,"org":1273,"tags":1274,"stars":1254,"repoUrl":1255,"updatedAt":1280},"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},[1275,1276,1277],{"name":1245,"slug":1246,"type":16},{"name":1132,"slug":1133,"type":16},{"name":1278,"slug":1279,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":1282,"name":1282,"fn":1283,"description":1284,"org":1285,"tags":1286,"stars":1254,"repoUrl":1255,"updatedAt":1299},"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},[1287,1290,1291,1294,1296],{"name":1288,"slug":1289,"type":16},"Agents","agents",{"name":9,"slug":8,"type":16},{"name":1292,"slug":1293,"type":16},"Anthropic SDK","anthropic-sdk",{"name":1295,"slug":1282,"type":16},"Claude API",{"name":1297,"slug":1298,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":1301,"name":1301,"fn":1302,"description":1303,"org":1304,"tags":1305,"stars":1254,"repoUrl":1255,"updatedAt":1310},"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},[1306,1307],{"name":1180,"slug":1181,"type":16},{"name":1308,"slug":1309,"type":16},"Technical Writing","technical-writing","2026-04-06T17:56:14.18897",{"slug":1312,"name":1312,"fn":1313,"description":1314,"org":1315,"tags":1316,"stars":1254,"repoUrl":1255,"updatedAt":1331},"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},[1317,1320,1322,1325,1328],{"name":1318,"slug":1319,"type":16},"Documents","documents",{"name":1321,"slug":1312,"type":16},"DOCX",{"name":1323,"slug":1324,"type":16},"Office","office",{"name":1326,"slug":1327,"type":16},"Templates","templates",{"name":1329,"slug":1330,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":1333,"name":1333,"fn":1334,"description":1335,"org":1336,"tags":1337,"stars":1254,"repoUrl":1255,"updatedAt":1351},"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},[1338,1339,1342,1345,1348],{"name":1132,"slug":1133,"type":16},{"name":1340,"slug":1341,"type":16},"Frontend","frontend",{"name":1343,"slug":1344,"type":16},"React","react",{"name":1346,"slug":1347,"type":16},"Tailwind CSS","tailwind-css",{"name":1349,"slug":1350,"type":16},"UI Components","ui-components","2026-04-06T17:56:16.723469",{"slug":1353,"name":1353,"fn":1354,"description":1355,"org":1356,"tags":1357,"stars":1254,"repoUrl":1255,"updatedAt":1361},"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},[1358,1359,1360],{"name":1228,"slug":1229,"type":16},{"name":1326,"slug":1327,"type":16},{"name":1217,"slug":1218,"type":16},"2026-04-06T17:56:20.695522",{"slug":1363,"name":1363,"fn":1364,"description":1365,"org":1366,"tags":1367,"stars":1254,"repoUrl":1255,"updatedAt":1376},"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},[1368,1369,1372,1373],{"name":1288,"slug":1289,"type":16},{"name":1370,"slug":1371,"type":16},"API Development","api-development",{"name":1297,"slug":1298,"type":16},{"name":1374,"slug":1375,"type":16},"MCP","mcp","2026-04-06T17:56:10.357665",{"slug":1279,"name":1279,"fn":1378,"description":1379,"org":1380,"tags":1381,"stars":1254,"repoUrl":1255,"updatedAt":1384},"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},[1382,1383],{"name":1318,"slug":1319,"type":16},{"name":1278,"slug":1279,"type":16},"2026-04-06T17:56:02.483316",{"slug":1386,"name":1386,"fn":1387,"description":1388,"org":1389,"tags":1390,"stars":1254,"repoUrl":1255,"updatedAt":1397},"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},[1391,1394],{"name":1392,"slug":1393,"type":16},"PowerPoint","powerpoint",{"name":1395,"slug":1396,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":1399,"name":1399,"fn":1400,"description":1401,"org":1402,"tags":1403,"stars":1254,"repoUrl":1255,"updatedAt":1413},"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},[1404,1405,1406,1409,1412],{"name":1288,"slug":1289,"type":16},{"name":1180,"slug":1181,"type":16},{"name":1407,"slug":1408,"type":16},"Evals","evals",{"name":1410,"slug":1411,"type":16},"Performance","performance",{"name":1308,"slug":1309,"type":16},"2026-04-19T06:45:40.804",490]