Tools provided
Tools the agent exposes — your AI client calls them automatically when it needs them.
- run_full — Run the full lead scoring pipeline: collect GA4 + HubSpot data, score all visitors by buyer intent, synthesize an LLM digest, return the complete AgentResult JSON.
- score_leads — Score an explicit array of lead profiles using the weighted intent formula and return ranked ScoredLead[]. Pure, deterministic.
- get_lead_detail — Score a single lead profile and return the full breakdown: weighted score, tier, top signals, component scores.
- preview_hot_leads — Preview the hot and warm lead list for a property without any CRM or Slack side-effects.
- explain_score — Return the scoring formula, tier thresholds, and component weight table.
- plan_inputs — Plan the inputs for a tool: returns questions, schema and a ready-to-edit example.
- discover_intent — Proactive intent discovery: given a freeform goal, restate it, ask clarifying questions, propose a concrete input.
- list_capabilities — List all available tools, the scoring formula, and tier thresholds.
