[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-algolia-algolia-ui-libraries":3,"mdc-9ftq9u-key":43,"related-org-algolia-algolia-ui-libraries":469,"related-repo-algolia-algolia-ui-libraries":640},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":26,"repoUrl":27,"updatedAt":28,"license":29,"forks":30,"topics":31,"repo":38,"sourceUrl":41,"mdContent":42},"algolia-ui-libraries","manage Algolia UI library integrations","Living selector and reference workflow for current Algolia UI libraries. Use when choosing, installing, upgrading, implementing, or auditing InstantSearch.js, React InstantSearch, Vue InstantSearch, InstantSearch Android, InstantSearch iOS, Algolia for Flutter, Autocomplete, legacy Angular InstantSearch audits or migrations, DocSearch-style autocomplete, routing, SSR, events, mobile SDKs, framework integrations, UI examples, styling, performance, secured API keys, or frontend search library architecture. Do NOT use as a frozen API reference or package-version source; verify current docs. Do NOT use for full implementation once the library is selected; use algolia-instantsearch-ui, algolia-autocomplete, or the official instantsearch skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"algolia","Algolia","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Falgolia.png",[12,16,19,20,23],{"name":13,"slug":14,"type":15},"React","react","tag",{"name":17,"slug":18,"type":15},"Vue","vue",{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"UI Components","ui-components",{"name":24,"slug":25,"type":15},"Frontend","frontend",8,"https:\u002F\u002Fgithub.com\u002Falgolia\u002Fskills","2026-08-01T06:06:30.495009","MIT",2,[32,33,8,34,35,36,37],"agent","ai-assistant","mcp","recommendations","search","skills",{"repoUrl":27,"stars":26,"forks":30,"topics":39,"description":40},[32,33,8,34,35,36,37],"Algolia skills for AI Agents","https:\u002F\u002Fgithub.com\u002Falgolia\u002Fskills\u002Ftree\u002FHEAD\u002Fskills\u002Falgolia-ui-libraries","---\nname: algolia-ui-libraries\ndescription: >\n  Living selector and reference workflow for current Algolia UI libraries. Use when choosing, installing, upgrading, implementing, or auditing InstantSearch.js, React InstantSearch, Vue InstantSearch, InstantSearch Android, InstantSearch iOS, Algolia for Flutter, Autocomplete, legacy Angular InstantSearch audits or migrations, DocSearch-style autocomplete, routing, SSR, events, mobile SDKs, framework integrations, UI examples, styling, performance, secured API keys, or frontend search library architecture. Do NOT use as a frozen API reference or package-version source; verify current docs. Do NOT use for full implementation once the library is selected; use algolia-instantsearch-ui, algolia-autocomplete, or the official instantsearch skill.\nlicense: MIT\nmetadata:\n  author: algolia\n  version: \"0.3\"\n---\n\n# Algolia UI Libraries\n\nUse this skill to choose the right current Algolia UI library and docs path. Do not treat this skill as a frozen API reference or package-version source.\n\n## Customer-Facing Standard\n\n- Verify current public docs before recommending package names, imports, SSR patterns, routing, or upgrade steps.\n- Choose the library from the customer journey and framework, not from generic preference.\n- Use public `academy.algolia.com` for learning alignment and public `algolia.com\u002Fdoc` for current implementation guidance when source-backed context is needed.\n- When an Academy metadata reference pack is available, use only its `title`, `url`, `course`, `module`, `learning_objectives`, and `updated_at` fields for structure. If it is stale or no match exists, fall back to live Academy\u002Fdocs lookup. Do not treat cached metadata as course content or implementation authority.\n- Do not require custom Academy\u002Fdocs access; use customer-provided sources only as optional context.\n- When live Algolia data, analytics, index inspection, settings changes, or account actions are needed, use Algolia MCP, the Algolia CLI, or official Algolia skills for the live operation, then apply this skill to interpret results and validate the customer-ready implementation path.\n- Route to InstantSearch, Autocomplete, Events, or Release QA when implementation depth is needed.\n\n## Official Companion Skills\n\n- Use official `instantsearch` for production implementation, source-of-truth checks, framework-specific rules, and code-level InstantSearch or Autocomplete work.\n- Use this skill before the official implementation step to choose the right current UI path and after implementation to validate routing, SSR, events, and upgrade assumptions.\n\n## Source-Of-Truth Rules\n\n- Check `https:\u002F\u002Fwww.algolia.com\u002Fdoc\u002Fllms.txt`, current public docs, installed package metadata, or official skills before giving install commands, imports, APIs, or upgrade instructions.\n- Do not freeze package versions in the skill output unless the project already pins them or current docs\u002Fpackage metadata were checked.\n- If docs cannot be checked, provide the decision path and mark exact commands as needing verification.\n\n## Workflow\n\n1. Read `references\u002Fui-library-selector.md` before choosing or changing a library.\n2. Identify the app platform and framework: vanilla JS, React, Next.js, Vue, Angular, Android, iOS, Flutter, React Native, Laravel\u002FVue, or documentation search.\n3. Choose the UI library by experience shape:\n   - Full search or browse results: InstantSearch family.\n   - Typeahead, query suggestions, recent searches, or federated suggestions: Autocomplete.\n   - Documentation\u002Fsite search: DocSearch-style Autocomplete only if that matches the product.\n   - Native\u002Fmobile search: InstantSearch Android, iOS, or Flutter Helper.\n4. Verify the current official docs before install, imports, SSR, routing, event, or upgrade changes.\n5. Route to the implementation skill:\n   - `$algolia-instantsearch-ui` for full results\u002Fsearch\u002Fbrowse UI.\n   - `$algolia-autocomplete` for typeahead and suggestion experiences.\n   - `$algolia-events-insights` for click\u002Fconversion attribution.\n   - `$algolia-release-qa` before launch.\n\n## Questions To Ask\n\n- What framework and version does the app use?\n- Is the experience a full results page, browse\u002Fcategory page, autocomplete, federated search, mobile UI, or docs search?\n- Does the project need SSR, URL routing, backend search, secured API keys, or mobile\u002Fnative behavior?\n- Which index, replicas, facets, filters, and sort options must the UI expose?\n- Which events and analytics features are required?\n- Is this a fresh implementation, migration, or package upgrade?\n\n## Standards\n\n- Do not copy large Algolia docs into the skill. Link to current docs and summarize decision logic.\n- Do not hard-code package versions from memory. Inspect the project and verify current docs\u002Fpackage metadata before changing dependencies.\n- Prefer the framework-specific official guide over generic snippets.\n- Preserve event attribution: queryID, objectID, index, position, and userToken where needed.\n- Include routing, empty\u002Floading\u002Ferror states, mobile behavior, accessibility, and performance in QA.\n\n## Anti-Patterns\n\n- Choosing a library because it is familiar instead of matching the framework and user journey.\n- Mixing Autocomplete and InstantSearch responsibilities without a clear handoff contract.\n- Treating mobile\u002Fnative apps as web InstantSearch ports when native libraries are available.\n- Recommending SSR, routing, or secured-key patterns from memory.\n\n## Academy And Customer Education Alignment\n\nWhen source-backed guidance is needed, search public Academy sources for UI library learning objectives and public Algolia docs for current docs paths, package guidance, framework patterns, and implementation prerequisites. Do not freeze package versions or copy large docs into the answer. Map the request to maturity level and use case before recommending a library or upgrade path.\n\n## Output Contract\n\nReturn the selected library, why it fits, official docs to use, install\u002Fupgrade assumptions, implementation plan, event\u002Frouting\u002Fsecurity notes, and QA checklist. Call out any docs that must be verified live before the agent touches code.\n",{"data":44,"body":47},{"name":4,"description":6,"license":29,"metadata":45},{"author":8,"version":46},"0.3",{"type":48,"children":49},"root",[50,58,64,71,173,179,200,206,232,238,345,351,384,390,418,424,447,453,458,464],{"type":51,"tag":52,"props":53,"children":54},"element","h1",{"id":4},[55],{"type":56,"value":57},"text","Algolia UI Libraries",{"type":51,"tag":59,"props":60,"children":61},"p",{},[62],{"type":56,"value":63},"Use this skill to choose the right current Algolia UI library and docs path. Do not treat this skill as a frozen API reference or package-version source.",{"type":51,"tag":65,"props":66,"children":68},"h2",{"id":67},"customer-facing-standard",[69],{"type":56,"value":70},"Customer-Facing Standard",{"type":51,"tag":72,"props":73,"children":74},"ul",{},[75,81,86,108,158,163,168],{"type":51,"tag":76,"props":77,"children":78},"li",{},[79],{"type":56,"value":80},"Verify current public docs before recommending package names, imports, SSR patterns, routing, or upgrade steps.",{"type":51,"tag":76,"props":82,"children":83},{},[84],{"type":56,"value":85},"Choose the library from the customer journey and framework, not from generic preference.",{"type":51,"tag":76,"props":87,"children":88},{},[89,91,98,100,106],{"type":56,"value":90},"Use public ",{"type":51,"tag":92,"props":93,"children":95},"code",{"className":94},[],[96],{"type":56,"value":97},"academy.algolia.com",{"type":56,"value":99}," for learning alignment and public ",{"type":51,"tag":92,"props":101,"children":103},{"className":102},[],[104],{"type":56,"value":105},"algolia.com\u002Fdoc",{"type":56,"value":107}," for current implementation guidance when source-backed context is needed.",{"type":51,"tag":76,"props":109,"children":110},{},[111,113,119,121,127,128,134,135,141,142,148,150,156],{"type":56,"value":112},"When an Academy metadata reference pack is available, use only its ",{"type":51,"tag":92,"props":114,"children":116},{"className":115},[],[117],{"type":56,"value":118},"title",{"type":56,"value":120},", ",{"type":51,"tag":92,"props":122,"children":124},{"className":123},[],[125],{"type":56,"value":126},"url",{"type":56,"value":120},{"type":51,"tag":92,"props":129,"children":131},{"className":130},[],[132],{"type":56,"value":133},"course",{"type":56,"value":120},{"type":51,"tag":92,"props":136,"children":138},{"className":137},[],[139],{"type":56,"value":140},"module",{"type":56,"value":120},{"type":51,"tag":92,"props":143,"children":145},{"className":144},[],[146],{"type":56,"value":147},"learning_objectives",{"type":56,"value":149},", and ",{"type":51,"tag":92,"props":151,"children":153},{"className":152},[],[154],{"type":56,"value":155},"updated_at",{"type":56,"value":157}," fields for structure. If it is stale or no match exists, fall back to live Academy\u002Fdocs lookup. Do not treat cached metadata as course content or implementation authority.",{"type":51,"tag":76,"props":159,"children":160},{},[161],{"type":56,"value":162},"Do not require custom Academy\u002Fdocs access; use customer-provided sources only as optional context.",{"type":51,"tag":76,"props":164,"children":165},{},[166],{"type":56,"value":167},"When live Algolia data, analytics, index inspection, settings changes, or account actions are needed, use Algolia MCP, the Algolia CLI, or official Algolia skills for the live operation, then apply this skill to interpret results and validate the customer-ready implementation path.",{"type":51,"tag":76,"props":169,"children":170},{},[171],{"type":56,"value":172},"Route to InstantSearch, Autocomplete, Events, or Release QA when implementation depth is needed.",{"type":51,"tag":65,"props":174,"children":176},{"id":175},"official-companion-skills",[177],{"type":56,"value":178},"Official Companion Skills",{"type":51,"tag":72,"props":180,"children":181},{},[182,195],{"type":51,"tag":76,"props":183,"children":184},{},[185,187,193],{"type":56,"value":186},"Use official ",{"type":51,"tag":92,"props":188,"children":190},{"className":189},[],[191],{"type":56,"value":192},"instantsearch",{"type":56,"value":194}," for production implementation, source-of-truth checks, framework-specific rules, and code-level InstantSearch or Autocomplete work.",{"type":51,"tag":76,"props":196,"children":197},{},[198],{"type":56,"value":199},"Use this skill before the official implementation step to choose the right current UI path and after implementation to validate routing, SSR, events, and upgrade assumptions.",{"type":51,"tag":65,"props":201,"children":203},{"id":202},"source-of-truth-rules",[204],{"type":56,"value":205},"Source-Of-Truth Rules",{"type":51,"tag":72,"props":207,"children":208},{},[209,222,227],{"type":51,"tag":76,"props":210,"children":211},{},[212,214,220],{"type":56,"value":213},"Check ",{"type":51,"tag":92,"props":215,"children":217},{"className":216},[],[218],{"type":56,"value":219},"https:\u002F\u002Fwww.algolia.com\u002Fdoc\u002Fllms.txt",{"type":56,"value":221},", current public docs, installed package metadata, or official skills before giving install commands, imports, APIs, or upgrade instructions.",{"type":51,"tag":76,"props":223,"children":224},{},[225],{"type":56,"value":226},"Do not freeze package versions in the skill output unless the project already pins them or current docs\u002Fpackage metadata were checked.",{"type":51,"tag":76,"props":228,"children":229},{},[230],{"type":56,"value":231},"If docs cannot be checked, provide the decision path and mark exact commands as needing verification.",{"type":51,"tag":65,"props":233,"children":235},{"id":234},"workflow",[236],{"type":56,"value":237},"Workflow",{"type":51,"tag":239,"props":240,"children":241},"ol",{},[242,255,260,288,293],{"type":51,"tag":76,"props":243,"children":244},{},[245,247,253],{"type":56,"value":246},"Read ",{"type":51,"tag":92,"props":248,"children":250},{"className":249},[],[251],{"type":56,"value":252},"references\u002Fui-library-selector.md",{"type":56,"value":254}," before choosing or changing a library.",{"type":51,"tag":76,"props":256,"children":257},{},[258],{"type":56,"value":259},"Identify the app platform and framework: vanilla JS, React, Next.js, Vue, Angular, Android, iOS, Flutter, React Native, Laravel\u002FVue, or documentation search.",{"type":51,"tag":76,"props":261,"children":262},{},[263,265],{"type":56,"value":264},"Choose the UI library by experience shape:\n",{"type":51,"tag":72,"props":266,"children":267},{},[268,273,278,283],{"type":51,"tag":76,"props":269,"children":270},{},[271],{"type":56,"value":272},"Full search or browse results: InstantSearch family.",{"type":51,"tag":76,"props":274,"children":275},{},[276],{"type":56,"value":277},"Typeahead, query suggestions, recent searches, or federated suggestions: Autocomplete.",{"type":51,"tag":76,"props":279,"children":280},{},[281],{"type":56,"value":282},"Documentation\u002Fsite search: DocSearch-style Autocomplete only if that matches the product.",{"type":51,"tag":76,"props":284,"children":285},{},[286],{"type":56,"value":287},"Native\u002Fmobile search: InstantSearch Android, iOS, or Flutter Helper.",{"type":51,"tag":76,"props":289,"children":290},{},[291],{"type":56,"value":292},"Verify the current official docs before install, imports, SSR, routing, event, or upgrade changes.",{"type":51,"tag":76,"props":294,"children":295},{},[296,298],{"type":56,"value":297},"Route to the implementation skill:\n",{"type":51,"tag":72,"props":299,"children":300},{},[301,312,323,334],{"type":51,"tag":76,"props":302,"children":303},{},[304,310],{"type":51,"tag":92,"props":305,"children":307},{"className":306},[],[308],{"type":56,"value":309},"$algolia-instantsearch-ui",{"type":56,"value":311}," for full results\u002Fsearch\u002Fbrowse UI.",{"type":51,"tag":76,"props":313,"children":314},{},[315,321],{"type":51,"tag":92,"props":316,"children":318},{"className":317},[],[319],{"type":56,"value":320},"$algolia-autocomplete",{"type":56,"value":322}," for typeahead and suggestion experiences.",{"type":51,"tag":76,"props":324,"children":325},{},[326,332],{"type":51,"tag":92,"props":327,"children":329},{"className":328},[],[330],{"type":56,"value":331},"$algolia-events-insights",{"type":56,"value":333}," for click\u002Fconversion attribution.",{"type":51,"tag":76,"props":335,"children":336},{},[337,343],{"type":51,"tag":92,"props":338,"children":340},{"className":339},[],[341],{"type":56,"value":342},"$algolia-release-qa",{"type":56,"value":344}," before launch.",{"type":51,"tag":65,"props":346,"children":348},{"id":347},"questions-to-ask",[349],{"type":56,"value":350},"Questions To Ask",{"type":51,"tag":72,"props":352,"children":353},{},[354,359,364,369,374,379],{"type":51,"tag":76,"props":355,"children":356},{},[357],{"type":56,"value":358},"What framework and version does the app use?",{"type":51,"tag":76,"props":360,"children":361},{},[362],{"type":56,"value":363},"Is the experience a full results page, browse\u002Fcategory page, autocomplete, federated search, mobile UI, or docs search?",{"type":51,"tag":76,"props":365,"children":366},{},[367],{"type":56,"value":368},"Does the project need SSR, URL routing, backend search, secured API keys, or mobile\u002Fnative behavior?",{"type":51,"tag":76,"props":370,"children":371},{},[372],{"type":56,"value":373},"Which index, replicas, facets, filters, and sort options must the UI expose?",{"type":51,"tag":76,"props":375,"children":376},{},[377],{"type":56,"value":378},"Which events and analytics features are required?",{"type":51,"tag":76,"props":380,"children":381},{},[382],{"type":56,"value":383},"Is this a fresh implementation, migration, or package upgrade?",{"type":51,"tag":65,"props":385,"children":387},{"id":386},"standards",[388],{"type":56,"value":389},"Standards",{"type":51,"tag":72,"props":391,"children":392},{},[393,398,403,408,413],{"type":51,"tag":76,"props":394,"children":395},{},[396],{"type":56,"value":397},"Do not copy large Algolia docs into the skill. Link to current docs and summarize decision logic.",{"type":51,"tag":76,"props":399,"children":400},{},[401],{"type":56,"value":402},"Do not hard-code package versions from memory. Inspect the project and verify current docs\u002Fpackage metadata before changing dependencies.",{"type":51,"tag":76,"props":404,"children":405},{},[406],{"type":56,"value":407},"Prefer the framework-specific official guide over generic snippets.",{"type":51,"tag":76,"props":409,"children":410},{},[411],{"type":56,"value":412},"Preserve event attribution: queryID, objectID, index, position, and userToken where needed.",{"type":51,"tag":76,"props":414,"children":415},{},[416],{"type":56,"value":417},"Include routing, empty\u002Floading\u002Ferror states, mobile behavior, accessibility, and performance in QA.",{"type":51,"tag":65,"props":419,"children":421},{"id":420},"anti-patterns",[422],{"type":56,"value":423},"Anti-Patterns",{"type":51,"tag":72,"props":425,"children":426},{},[427,432,437,442],{"type":51,"tag":76,"props":428,"children":429},{},[430],{"type":56,"value":431},"Choosing a library because it is familiar instead of matching the framework and user journey.",{"type":51,"tag":76,"props":433,"children":434},{},[435],{"type":56,"value":436},"Mixing Autocomplete and InstantSearch responsibilities without a clear handoff contract.",{"type":51,"tag":76,"props":438,"children":439},{},[440],{"type":56,"value":441},"Treating mobile\u002Fnative apps as web InstantSearch ports when native libraries are available.",{"type":51,"tag":76,"props":443,"children":444},{},[445],{"type":56,"value":446},"Recommending SSR, routing, or secured-key patterns from memory.",{"type":51,"tag":65,"props":448,"children":450},{"id":449},"academy-and-customer-education-alignment",[451],{"type":56,"value":452},"Academy And Customer Education Alignment",{"type":51,"tag":59,"props":454,"children":455},{},[456],{"type":56,"value":457},"When source-backed guidance is needed, search public Academy sources for UI library learning objectives and public Algolia docs for current docs paths, package guidance, framework patterns, and implementation prerequisites. Do not freeze package versions or copy large docs into the answer. Map the request to maturity level and use case before recommending a library or upgrade path.",{"type":51,"tag":65,"props":459,"children":461},{"id":460},"output-contract",[462],{"type":56,"value":463},"Output Contract",{"type":51,"tag":59,"props":465,"children":466},{},[467],{"type":56,"value":468},"Return the selected library, why it fits, official docs to use, install\u002Fupgrade assumptions, implementation plan, event\u002Frouting\u002Fsecurity notes, and QA checklist. Call out any docs that must be verified live before the agent touches code.",{"items":470,"total":639},[471,488,505,518,529,543,556,568,586,597,608,626],{"slug":472,"name":472,"fn":473,"description":474,"org":475,"tags":476,"stars":485,"repoUrl":486,"updatedAt":487},"algolia-docsearch-mcp","search developer documentation with Algolia","Use this skill when the user asks about public developer documentation, SDKs, APIs, libraries, frameworks, setup, configuration, or code examples. Fetch current docs from Algolia DocSearch MCP and cite source URLs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[477,478,481,483],{"name":9,"slug":8,"type":15},{"name":479,"slug":480,"type":15},"Documentation","documentation",{"name":482,"slug":34,"type":15},"MCP",{"name":484,"slug":36,"type":15},"Search",4365,"https:\u002F\u002Fgithub.com\u002Falgolia\u002Fdocsearch","2026-08-01T06:06:11.572314",{"slug":489,"name":489,"fn":490,"description":491,"org":492,"tags":493,"stars":26,"repoUrl":27,"updatedAt":504},"algobot-cli","build conversational AI with Algolia","Use for anything AI\u002Fagent\u002Fconversational built on Algolia: algobot CLI, Agent Studio, RAG systems, conversational product discovery, genAI content generation from search results (carousels, descriptions, headers), chatbots or recommendation agents using Algolia as retrieval, config-as-code workflows, multi-environment deploy (dev\u002Fstaging\u002Fprod), memory and personalization, MCP tool integrations, conversation history \u002F GDPR retention, or adding a chat widget alongside InstantSearch. Trigger on: \"algobot\", \"Agent Studio\", \"RAG with Algolia\", \"conversational experience\", \"AI agent\" + Algolia, \"genAI carousel\", \"chat widget\", or building AI features on top of Algolia search. Do NOT use for raw index ops (records, synonyms, settings) — use algolia-cli. Do NOT use for pure frontend search UI (InstantSearch, autocomplete) with no AI\u002Fagent layer.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[494,497,500,503],{"name":495,"slug":496,"type":15},"Agents","agents",{"name":498,"slug":499,"type":15},"Automation","automation",{"name":501,"slug":502,"type":15},"LLM","llm",{"name":484,"slug":36,"type":15},"2026-07-12T08:27:37.649724",{"slug":506,"name":506,"fn":507,"description":508,"org":509,"tags":510,"stars":26,"repoUrl":27,"updatedAt":517},"algolia-agent-studio","build conversational agents with Algolia Agent Studio","Product-specific Algolia Agent Studio implementation, validation, and optimization guidance. Use when planning, building, integrating, or auditing Agent Studio agents, AI-powered conversational experiences, LLM provider setup, Algolia Search tools, client-side tools, MCP tools, memory, prompting, conversations, turn context, caching, analytics, feedback, authentication, approved domains, guardrails, or tool security. Do NOT use for live Agent Studio configuration, dry runs, publish\u002Fdeploy actions, or config-as-code operations; use the official algobot-cli skill instead. Do NOT use for generic non-Algolia RAG or chatbot architecture unless Agent Studio is the target product.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[511,512,515,516],{"name":495,"slug":496,"type":15},{"name":513,"slug":514,"type":15},"AI","ai",{"name":9,"slug":8,"type":15},{"name":484,"slug":36,"type":15},"2026-08-01T06:06:28.033767",{"slug":519,"name":519,"fn":520,"description":521,"org":522,"tags":523,"stars":26,"repoUrl":27,"updatedAt":528},"algolia-autocomplete","build Algolia autocomplete and query suggestions","Build and review Algolia Autocomplete and query suggestion experiences. Use when planning or implementing typeahead, query suggestions, recent searches, popular searches, federated autocomplete panels, product\u002Fcontent suggestions, detached mobile mode, plugins, keyboard navigation, insights events, or Autocomplete integration with InstantSearch. For net-new search or ecommerce builds, start with algolia-discovery-planning, which loads algolia-search-implementation so source strategy, data contract, and event taxonomy decisions are visible before autocomplete is marked ready. Do NOT use for full search results pages, browse pages, filters, pagination, or current refinements; use algolia-instantsearch-ui instead. Do NOT use for choosing between Algolia UI libraries; use algolia-ui-libraries. Do NOT use as the source of truth for current Autocomplete package APIs; use the official instantsearch skill and current docs alongside this customer-readiness skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[524,525,526,527],{"name":9,"slug":8,"type":15},{"name":24,"slug":25,"type":15},{"name":484,"slug":36,"type":15},{"name":21,"slug":22,"type":15},"2026-08-01T06:06:29.968123",{"slug":530,"name":530,"fn":531,"description":532,"org":533,"tags":534,"stars":26,"repoUrl":27,"updatedAt":542},"algolia-cli","manage Algolia indices and accounts","Use this skill whenever a user wants to execute operations against Algolia indices or accounts — deleting records, copying\u002Fmigrating indices, backing up data, importing\u002Fexporting records, managing API keys, editing synonyms, configuring rules, changing settings like facets, clearing indices, or automating Algolia in CI\u002FCD pipelines. The key signal is that the user wants to *act on* their Algolia data or configuration (server-side \u002F backend \u002F admin operations), regardless of whether they mention \"CLI\" or \"command line.\" If someone names a specific Algolia index and wants to change, move, query, or manage it, use this skill. Do NOT use for frontend search UI work (InstantSearch, React components, autocomplete widgets), Algolia dashboard GUI questions, or evaluating Algolia vs. other providers.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[535,538,541],{"name":536,"slug":537,"type":15},"CLI","cli",{"name":539,"slug":540,"type":15},"Data Engineering","data-engineering",{"name":484,"slug":36,"type":15},"2026-07-12T08:27:35.085246",{"slug":544,"name":544,"fn":545,"description":546,"org":547,"tags":548,"stars":26,"repoUrl":27,"updatedAt":555},"algolia-crawler","crawl websites into Algolia indices","Use this skill whenever a user wants to crawl one or more web pages or a whole site and turn them into an Algolia index using the Algolia CLI — especially for RAG, AI search, semantic search, or Agent Studio retrieval. Triggers: \"index my website\u002Fdocs with Algolia\", \"set up the Algolia Crawler\", \"crawl this page for RAG\", \"scrape my site into Algolia\", \"build a knowledge base for my AI agent from these URLs\", writing or debugging a crawler recordExtractor, or handling JavaScript-rendered pages that won't index. It guides ingestion end-to-end with `algolia crawler` commands: inspect the page, write a RAG-optimized recordExtractor, validate with `algolia crawler test` BEFORE indexing, apply index settings explicitly, then reindex. Do NOT use for building the chatbot\u002Fagent layer itself (use algobot-cli), raw record\u002Fsynonym\u002Fsettings ops on an existing index (use algolia-cli), frontend search UI (use instantsearch), or read-only search\u002Fanalytics (use algolia-mcp).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[549,550,551,552],{"name":498,"slug":499,"type":15},{"name":539,"slug":540,"type":15},{"name":484,"slug":36,"type":15},{"name":553,"slug":554,"type":15},"Web Scraping","web-scraping","2026-07-12T08:27:40.981109",{"slug":557,"name":557,"fn":558,"description":559,"org":560,"tags":561,"stars":26,"repoUrl":27,"updatedAt":567},"algolia-data-modeling","design Algolia data models and indices","Algolia data modeling and indexing guidance. Use before or alongside indexing records or building Algolia search UI for net-new search, browse, autocomplete, ecommerce, personalization, Dynamic Re-Ranking, recommendations, or analytics-aware implementations. Makes record shape, objectID, display fields, facets, ranking fields, and event attribution explicit decisions. Use for records, variants, SKUs, indices, replicas, searchable and faceting attributes, denormalization, merchandising fields, timestamps, inventory, event attribution, indexing pipelines, partial updates, secured data, multi-language or multi-region strategies, and migrations. Do NOT use for live imports, exports, record mutations, settings changes, or account actions; use algolia-cli or algolia-mcp. Do NOT use for frontend UI implementation; use algolia-instantsearch-ui, algolia-autocomplete, algolia-ui-libraries, or the official instantsearch skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[562,563,566],{"name":9,"slug":8,"type":15},{"name":564,"slug":565,"type":15},"Data Modeling","data-modeling",{"name":484,"slug":36,"type":15},"2026-08-01T06:06:01.500756",{"slug":569,"name":569,"fn":570,"description":571,"org":572,"tags":573,"stars":26,"repoUrl":27,"updatedAt":585},"algolia-discovery-planning","plan and audit Algolia search implementations","START HERE for any non-trivial Algolia work — building, adding, migrating, redesigning, auditing, or configuring search, browse, autocomplete, indexing, relevance, recommendations, personalization, merchandising, events, or analytics. Invoke this FIRST even when the task already seems scoped or the user names one specific feature (e.g. \"add InstantSearch\", \"build a storefront search\"): its job is to map the request to the full Algolia implementation lifecycle and load every companion skill each in-scope phase needs (algolia-search-implementation, algolia-data-modeling, algolia-index-configuration, algolia-ui-libraries, algolia-instantsearch-ui, algolia-autocomplete, algolia-events-insights, algolia-neuralsearch, algolia-agent-studio, algolia-release-qa) rather than jumping straight into a single skill. This skill plans and orchestrates; the focused companion skills and the official Algolia skills execute. Do NOT use for live account inspection or write actions; use algolia-mcp or algolia-cli for those.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[574,575,578,581,584],{"name":9,"slug":8,"type":15},{"name":576,"slug":577,"type":15},"Analytics","analytics",{"name":579,"slug":580,"type":15},"Configuration","configuration",{"name":582,"slug":583,"type":15},"Personalization","personalization",{"name":484,"slug":36,"type":15},"2026-08-01T06:06:03.021452",{"slug":587,"name":587,"fn":588,"description":589,"org":590,"tags":591,"stars":26,"repoUrl":27,"updatedAt":596},"algolia-events-insights","instrument Algolia events for analytics","Algolia event instrumentation guidance for Insights, analytics, personalization, Dynamic Re-Ranking, Recommend, and merchandising feedback loops. Use for search, autocomplete, browse, ecommerce, personalization, recommendations, or analytics instrumentation. Makes event decisions explicit before an Algolia UI is considered ready. Use when implementing or auditing clickedObjectIDsAfterSearch, convertedObjectIDsAfterSearch, viewedObjectIDs, addedToCartObjectIDsAfterSearch, purchasedObjectIDsAfterSearch, userToken, queryID, eventName, eventSubtype, or frontend\u002Fbackend event pipelines. Do NOT use for live analytics retrieval, top-query inspection, or account-aware diagnostics; use algolia-mcp. Do NOT use for framework-specific InstantSearch or Autocomplete APIs; use the official instantsearch skill alongside this planning and validation skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[592,593,594,595],{"name":9,"slug":8,"type":15},{"name":576,"slug":577,"type":15},{"name":582,"slug":583,"type":15},{"name":484,"slug":36,"type":15},"2026-08-01T06:06:02.009712",{"slug":598,"name":598,"fn":599,"description":600,"org":601,"tags":602,"stars":26,"repoUrl":27,"updatedAt":607},"algolia-index-configuration","configure Algolia index settings and relevance","Algolia index settings and relevance configuration guidance. Use when configuring searchableAttributes, attributesForFaceting, customRanking, ranking, replicas, virtual replicas, rules, synonyms, typo tolerance, distinct, filters, optional filters, merchandising, browse\u002Fcategory relevance, or A\u002FB-testable relevance changes. Do NOT use for live settings writes, backups, copies, or operational account tasks; use algolia-cli or algolia-mcp instead. Do NOT use for record-shape or variant strategy; use algolia-data-modeling instead.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[603,604,605,606],{"name":9,"slug":8,"type":15},{"name":579,"slug":580,"type":15},{"name":564,"slug":565,"type":15},{"name":484,"slug":36,"type":15},"2026-08-01T06:06:34.19163",{"slug":609,"name":609,"fn":610,"description":611,"org":612,"tags":613,"stars":26,"repoUrl":27,"updatedAt":625},"algolia-instantsearch-ui","build Algolia InstantSearch frontend experiences","Build and review Algolia InstantSearch experiences in JavaScript, React, Vue, Angular (via InstantSearch.js; Angular InstantSearch is deprecated), or compatible frontend stacks. Use when planning or reviewing search results pages, browse\u002Fcategory pages, routing, widgets, filters, facets, sort-by, pagination, infinite hits, current refinements, insights middleware, SSR, or UI-state synchronization. For net-new search UI builds, start with algolia-discovery-planning, which loads algolia-search-implementation so data contract and event taxonomy decisions are visible before UI is marked ready. Do NOT use for autocomplete\u002Ftypeahead experiences before the user commits to a results page; use algolia-autocomplete instead. Do NOT use for choosing between Algolia UI libraries; use algolia-ui-libraries. Do NOT use as the source of truth for current framework APIs or code-level implementation details; use the official instantsearch skill and current docs alongside this customer-readiness skill.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[614,615,618,619,622,623,624],{"name":9,"slug":8,"type":15},{"name":616,"slug":617,"type":15},"Angular","angular",{"name":24,"slug":25,"type":15},{"name":620,"slug":621,"type":15},"JavaScript","javascript",{"name":13,"slug":14,"type":15},{"name":484,"slug":36,"type":15},{"name":17,"slug":18,"type":15},"2026-08-01T06:06:33.66513",{"slug":627,"name":627,"fn":628,"description":629,"org":630,"tags":631,"stars":26,"repoUrl":27,"updatedAt":638},"algolia-mcp","search Algolia indices and retrieve analytics","Search Algolia indices via the Algolia MCP server, retrieve analytics (top searches, no-result rates, click positions, user counts), and get product recommendations (bought-together, related, trending). Triggers on search, indexing, analytics, Algolia, recommendations, MCP.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[632,633,636,637],{"name":576,"slug":577,"type":15},{"name":634,"slug":635,"type":15},"API Development","api-development",{"name":482,"slug":34,"type":15},{"name":484,"slug":36,"type":15},"2026-07-12T08:27:36.376387",19,{"items":641,"total":690},[642,649,656,663,669,676,682],{"slug":489,"name":489,"fn":490,"description":491,"org":643,"tags":644,"stars":26,"repoUrl":27,"updatedAt":504},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[645,646,647,648],{"name":495,"slug":496,"type":15},{"name":498,"slug":499,"type":15},{"name":501,"slug":502,"type":15},{"name":484,"slug":36,"type":15},{"slug":506,"name":506,"fn":507,"description":508,"org":650,"tags":651,"stars":26,"repoUrl":27,"updatedAt":517},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[652,653,654,655],{"name":495,"slug":496,"type":15},{"name":513,"slug":514,"type":15},{"name":9,"slug":8,"type":15},{"name":484,"slug":36,"type":15},{"slug":519,"name":519,"fn":520,"description":521,"org":657,"tags":658,"stars":26,"repoUrl":27,"updatedAt":528},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[659,660,661,662],{"name":9,"slug":8,"type":15},{"name":24,"slug":25,"type":15},{"name":484,"slug":36,"type":15},{"name":21,"slug":22,"type":15},{"slug":530,"name":530,"fn":531,"description":532,"org":664,"tags":665,"stars":26,"repoUrl":27,"updatedAt":542},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[666,667,668],{"name":536,"slug":537,"type":15},{"name":539,"slug":540,"type":15},{"name":484,"slug":36,"type":15},{"slug":544,"name":544,"fn":545,"description":546,"org":670,"tags":671,"stars":26,"repoUrl":27,"updatedAt":555},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[672,673,674,675],{"name":498,"slug":499,"type":15},{"name":539,"slug":540,"type":15},{"name":484,"slug":36,"type":15},{"name":553,"slug":554,"type":15},{"slug":557,"name":557,"fn":558,"description":559,"org":677,"tags":678,"stars":26,"repoUrl":27,"updatedAt":567},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[679,680,681],{"name":9,"slug":8,"type":15},{"name":564,"slug":565,"type":15},{"name":484,"slug":36,"type":15},{"slug":569,"name":569,"fn":570,"description":571,"org":683,"tags":684,"stars":26,"repoUrl":27,"updatedAt":585},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[685,686,687,688,689],{"name":9,"slug":8,"type":15},{"name":576,"slug":577,"type":15},{"name":579,"slug":580,"type":15},{"name":582,"slug":583,"type":15},{"name":484,"slug":36,"type":15},18]