User Context Summarization

Turn enriched company and personal data into a structured seller context that other CRM skills use as input.

Inputs

The user provides one or more of:

• Their company name or domain
• Their LinkedIn profile URL
• Their Attio workspace context
• Manual overrides for any section

If not provided, attempt to infer from:

• The .env file (company domain patterns in email addresses)
• The Extruct context file at context/extruct_context.md (if it exists)
• Ask the user

Workflow