npx claudepluginhub algolia/skills --plugin algolia-cliWant just this skill?
Then install: npx claudepluginhub u/[userId]/[slug]
Use 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, multi-environment deploy (dev/staging/prod), memory and personalization, MCP tool integrations, conversation history / 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/agent layer.
This skill uses the workspace's default tool permissions.
evals/evals.jsonreferences/commands.mdreferences/config-as-code.mdAlgobot CLI
Algolia Agent Studio is Algolia's platform for building AI agents — RAG systems, conversational experiences, genAI content generation — with Algolia search and recommendations as the retrieval backbone. algobot (npm install -g algobot-ai) is its CLI for creating, testing, and deploying agents.
When to Use Algobot vs Other Tools
| Need | Use |
|---|---|
| Build/manage AI agents on Algolia (RAG, chatbot, genAI UI) | algobot-cli (this skill) |
| Algolia search index ops (records, settings, synonyms) | algolia-cli |
| Search queries, analytics, recommendations | algolia-mcp |
Setup
npm install -g algobot-ai
algobot init # Interactive wizard (creates first agent + profile)
Or add a profile manually (CI-safe, non-interactive):
algobot profiles add --name prod --env prod
Non-Interactive Mode (Critical for Agents)
The TUI won't render in non-TTY environments (CI, scripts, agent subprocesses). Use these instead:
algobot ask "What is your return policy?" # One-shot
algobot interactive --text "hello ||| list my orders ||| /context" # Multi-turn
algobot agents list --jq '.[] | .name' # JSON filtering
--jq is built-in — no need to install jq separately.
Core Commands
Agent Management
algobot agents list
algobot agents get <agent-id>
algobot agents create --name "Support Bot" --model gpt-4o
algobot agents update <agent-id> --name "New Name"
algobot agents publish <agent-id>
algobot agents unpublish <agent-id>
algobot agents delete <agent-id>
algobot agents copy <id> --from-env dev --to-env prod
Chatting with an Agent
algobot ask "Find wireless headphones under $100"
algobot --profile staging ask "hello" # Target specific environment
algobot --verbose ask "debug this" # Show full HTTP traces
Profile / Environment Management
algobot profiles list
algobot profiles add --name dev --env dev
algobot profiles setdefault prod
algobot --profile prod agents list
algobot --env dev agents list
Config-as-Code Workflow
Version-control agent definitions with mustache templates — ideal for repeatable deployments across events, teams, or environments.
# 1. Scaffold from an existing agent
algobot agents scaffold <agent-id> # → agent-config.json + PROMPT.md
# 2. Preview (API-level kill switch — mutations blocked by construction)
algobot --dry-run agents create --config agent-config.json --var event="Spring 2026"
# 3. Deploy
algobot agents create --config agent-config.json --var event_name="Spring 2026"
# 4. Update + publish in one step
algobot agents update <id> --config agent-config.json --var event_name="Summer 2026" --publish
{{key}} in JSON fields: JSON-safe escaping. In .md instructions: raw substitution.
Agent Studio Capabilities (via agent config)
Beyond basic chat, Agent Studio agents support:
- Tools: Algolia Search, Algolia Browse, Algolia Recommend, client-side tools, and MCP tools (connect CRMs, inventory systems, external APIs alongside Algolia). Manage with
algobot tools list/add/remove - Memory: Semantic (facts/preferences) and episodic (past interactions) memory across sessions, using
algolia_memorize,algolia_ponder, andalgolia_memory_searchtools. Configure retrieval mode (preload vs preflight) in agent config. - Conversation storage: Persistent history with configurable retention — see
algobot conversationsfor export/delete - Experimental: Citation markers
[1][2]on responses, date injection, response caching — enable in agent config
Use algobot agents scaffold to inspect/edit these settings, algobot --dry-run to preview before applying.
Live Development
algobot agents watch patch.json # Auto-apply patches on file change
Global Flags
| Flag | Effect |
|---|---|
--env dev|staging|prod|local | Target environment |
--profile <name> | Use named profile |
--dry-run | Preview without mutating (API-enforced) |
--verbose | Full HTTP logs |
--jq '<expr>' | Filter JSON output |
--confirm | Skip exec tool confirmations |
Gotchas
- TUI requires TTY.
algobotwith no args launches the TUI — hangs in scripts. Always useaskor--textin non-interactive contexts. - Exit codes are 0/1 only in v2.0. Can't distinguish "not found" from "auth error" — parse stderr if needed.
--output jsonmissing on most commands in v2.0. Use--jqor JSON-structured stdout.algobot initis interactive. Don't use in CI — useprofiles addwith flags instead.- Auth stored in
~/.algobot-cookie(AES-256-GCM). Inspect withalgobot auth show. --configauto-discoversagent-config.jsonin cwd. Explicit:--config path/to/config.json.- algobot = dev/deploy tool; REST API = production invocation. Use algobot to build and publish agents; call the Agent Studio completions API directly from your app. Don't guess the endpoint URL — run
algobot agents get <id>to retrieve it, or check the Agent Studio dashboard.
Reference Docs
- Command Reference — Full flags for every command
- Config-as-Code Guide — Templates, variables, multi-env patterns
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