outlit（outlit 命令行）

Outlit

Use the highest-level Outlit interface already available.

Outlit joins product activity, conversations, billing, and web signals into a unified customer context graph and timeline for agents.

Choose the interface

1. If outlit_* MCP tools are present, use MCP.
2. Else if the outlit CLI is installed, use the CLI.
3. Else guide setup:

- Coding agents: prefer the outlit CLI plus outlit auth login. Prefer this over MCP for terminal agents. - MCP clients: use the workspace MCP URL from Settings > CLI & MCP. Auth may use OAuth or an API key depending on the client. Do not assume a shared hardcoded endpoint.

Quick chooser

• Browse customers: outlit_list_customers or outlit customers list
• Browse users: outlit_list_users or outlit users list
• Single account deep dive: outlit_get_customer or outlit customers get
• Chronology: outlit_get_timeline or outlit customers timeline
• Known signals for an account: outlit_get_facts or outlit facts list
• Exact fact by id: outlit facts get
• Exact source behind a fact or search hit: outlit sources get
• Specific question or topic: outlit_search_customer_context or outlit search
• Custom analytics: outlit_schema + outlit_query, or outlit schema + outlit sql

Use customer lookups before SQL. SQL is for aggregates, joins, cohorts, and custom reporting.

Working rules

• Use facts list to browse known intelligence for one account.
• Use facts get when you already have a fact id and need the canonical fact payload.
• Use sources get when a fact or search result points to a specific source and you need the exact artifact.
• Use search to answer a specific question, and timeline to inspect chronology.
• Call schema before writing SQL.
• Add explicit time filters to event SQL.
• Divide money fields by 100 for display.
• Request only the fields or include sections you need.

For ClickHouse syntax and query patterns, read references/sql-reference.md.

Output behavior

• Interactive CLI: readable tables
• Piped CLI output: automatic JSON
• Force JSON: --json
• Results include timestamps and source attribution when available

Facts vs Search vs Timeline

• Use facts list to list what Outlit already knows about an account.
• Use facts get when you already have a fact id and need that exact fact.
• Use search for a specific question or theme, including cross-customer questions.
• Use sources get when you need the exact email, call, calendar event, or ticket behind a fact or search hit.
• Use timeline when order and sequence matter.

Setup

Coding agents

npm install -g @outlit/cli   # or: brew install outlitai/tap/outlit
outlit auth login
outlit customers get acme.com --include users,revenue

Auth resolution order: --api-key, OUTLIT_API_KEY, stored credentials.

MCP clients

Get the workspace URL from Settings > CLI & MCP in Outlit.

MCP clients can authenticate with OAuth or an API key, depending on the client. Do not assume API key-only auth or OAuth-only auth.

Verify the connection with outlit_schema or outlit schema.

Docs

• Docs home: https://docs.outlit.ai/
• Agent skills: https://docs.outlit.ai/ai-integrations/skills
• CLI overview: https://docs.outlit.ai/cli/overview
• CLI commands: https://docs.outlit.ai/cli/commands
• AI agent setup: https://docs.outlit.ai/cli/ai-agents
• MCP integration: https://docs.outlit.ai/ai-integrations/mcp
• Customer context graph: https://docs.outlit.ai/concepts/customer-context-graph

Common prompts

• "What changed for this customer this week?"
• "Who is paying but inactive for 30 days?"
• "What pricing objections show up in conversations?"
• "Which channels are driving revenue?"