agent-studio-evaluationsEvaluate and improve Algolia Agent Studio agents with the algobot CLI: run Agent Studio evaluations, read pass rates and judge verdicts, create evaluation datasets (including importing the agent's real conversation history as eval cases), compare agent versions before and after a change, and run the
algobot-cliUse for anything AI/agent/conversational 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
algolia-agent-studioProduct-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, co
algolia-auditEntry point for auditing, reviewing, or health-checking an EXISTING Algolia implementation. Use when the ask sounds like: "audit our search", "review our setup", "is this configured correctly", "health check", "we inherited this implementation", "something seems off with search", "search quality got
algolia-autocompleteBuild and review Algolia Autocomplete and query suggestion experiences. Use when planning or implementing typeahead, query suggestions, recent searches, popular searches, federated autocomplete panels, product/content suggestions, detached mobile mode, plugins, keyboard navigation, insights events,
algolia-cliUse this skill whenever a user wants to execute operations against Algolia indices or accounts — deleting records, copying/migrating indices, backing up data, importing/exporting records, managing API keys, editing synonyms, configuring rules, changing settings like facets, clearing indices, or auto
algolia-crawlerUse 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/docs with Algolia", "set up the Algolia Crawler", "cr
algolia-data-modelingAlgolia 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. Also use to audit or review an EXISTING i
algolia-discovery-planningSTART 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
algolia-events-insightsAlgolia 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-index-configurationAlgolia 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/category relevance, or A/B-te
algolia-instantsearch-uiBuild 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/category pages, routing, widgets, filters, facets, sort-by, pa
algolia-mcpSearch 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.
algolia-migrationMigrate existing Algolia API client code to a newer major version. Triggers on: upgrading algoliasearch, moving from initIndex to client methods, fixing "initIndex is not a function", updating imports after a version bump, handling breaking changes from v3→v4 or v4→v5, replacing .wait() chaining, or
algolia-neuralsearchProduct-specific Algolia NeuralSearch implementation, validation, and optimization guidance. Use when planning, enabling, configuring, testing, or tuning NeuralSearch, AI relevance, semantic retrieval, adaptive intent, model training, A/B testing, limitations review, query analysis, relevance diagno
algolia-quickstartUse this skill to set up and provision Algolia from scratch: create a new Algolia account, sign up, log in / authenticate the Algolia CLI, or provision a new application to obtain an App ID and API key. Trigger when a user is getting started with Algolia and has no account, no application, or no cre
algolia-release-qaAlgolia launch, regression, and implementation QA. Use when auditing an Algolia build before release, validating relevance changes, checking search UI behavior, verifying event instrumentation, diagnosing analytics gaps, reviewing secured keys, or creating a smoke test plan for search, browse, autoc
algolia-search-implementationExecution checklist for net-new Algolia search, browse, autocomplete, ecommerce search, recommendations, personalization, Dynamic Re-Ranking, or search UI builds. Use during a greenfield build to keep data contract, event taxonomy, index configuration, UI, and release QA visible as explicit checkpoi
algolia-ui-librariesLiving 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 InstantSe
algolia-vercelThe Algolia side of a Vercel Marketplace integration: which Algolia variables it injects, what the Algolia CLI and the browser each need them to be named, and how to reach a validated first search. Use when the user is on Vercel and wants Algolia added from the Marketplace — "set up Algolia on Verce
instantsearchBuild production-quality search experiences (autocomplete, search results pages, faceted search) using InstantSearch. Use when user asks to add search, autocomplete, search-as-you-type, faceted filtering, or a search results page to a React, Vue, or vanilla JS application, or mentions Algolia, Insta