// Monitors key metrics and sends alerts for revenue, usage, enterprise accounts, backend costs, and API runtime. Routes requests to specialized monitoring sub-agents.
Adds the analyst layer (segmentation framing, filter/KPI surfacing, LTX-specific definitions, contextual follow-ups) on top of any Data MasterMind data interaction for LTX stakeholders (PMs, marketers, design, leadership). Wraps `get-data` / `validate-data` / `understand-data` / `visualize-data` — dialing intensity from a full guided session (for "look into X", "investigate Y", "do an analysis of …") down to a compressed wrap (for "what's MRR?", "is this number right?"). Output mode (chat-only or HTML artifact) is chosen up front for session-style asks. Always asks about Enterprise / paid non-Enterprise / Free segmentation and Studio-feature tier-gating when relevant. Do NOT use only when the user explicitly opts out ("just give me the number, no extras") or for templated feature dashboards (that's the Hex-based `dashboard-builder`).
Generate the LTX weekly leadership Slack post covering Open Source (HuggingFace LTX-2 family), API (revenue, endpoints, leads, industries), and Studio Enterprise (contracts, pilots, LTX-model consumption share). Runs every Monday via n8n: BigQuery → JSON parse → Slack render → LLM TL;DR → Slack webhook. Use when: weekly exec update, leadership Slack channel automation, or when asked for 'last week's LTX numbers'.
Build a structured data spec document for analytics topics by exploring the dbt codebase, identifying relevant events/models/columns, and producing a ready-to-use markdown reference. Use when: (1) starting a new data analysis, (2) documenting events for a feature or domain, (3) creating a reference for an agent or analyst.
Generate LTX Studio marketing & sales daily report with lead gen, spend, PELs/PQLs, sales metrics, and top org usage vs 7-day averages. Use when: daily marketing standup, GTM review, or when asked for 'marketing numbers' or 'lead performance'.
Generate LTX Studio product daily report with revenue, usage by segment (Enterprise, Pilot, Paying Non-Enterprise, Free), and DoD/DOW-avg comparisons. Use when: daily product standup, executive reporting, or when asked for 'yesterday's product numbers'.
Generate LTX Studio sales opportunities report and credit limit alerts. Covers pipeline by rep/product (yesterday + QTD), new PELs/PQLs, future meetings, and enterprise orgs at 80%+ token usage. Use when: sales standup, pipeline review, account health check, or when asked for 'sales numbers' or 'credit alerts'.
| name | monitoring |
| description | Monitors key metrics and sends alerts for revenue, usage, enterprise accounts, backend costs, and API runtime. Routes requests to specialized monitoring sub-agents. |
| tags | ["monitoring","alerts","metrics"] |
Routes monitoring requests to specialized sub-agents based on the monitoring type:
| Monitoring Type | Sub-Agent | File |
|---|---|---|
| Revenue tracking | Revenue Monitor | agents/monitoring/revenue/SKILL.md |
| Feature/user usage | Usage Monitor | agents/monitoring/usage/SKILL.md |
| Enterprise accounts | Enterprise Monitor | agents/monitoring/enterprise/SKILL.md |
| Backend/GPU costs | BE Cost Monitor | agents/monitoring/be-cost/SKILL.md |
| API runtime & performance | API Runtime Monitor | agents/monitoring/api-runtime/SKILL.md |
| User says... | Route to... |
|---|---|
| "Alert me when revenue drops" | Revenue Monitor |
| "Track feature adoption rates" | Usage Monitor |
| "Monitor McCann account usage" | Enterprise Monitor |
| "Alert on GPU cost spikes" | BE Cost Monitor |
| "Track API latency issues" | API Runtime Monitor |
All monitoring agents use:
| File | Read when |
|---|---|
shared/bq-schema.md | Before writing SQL |
shared/metric-standards.md | Before defining metrics |
shared/event-registry.yaml | Before referencing events |
