nempulse

• list_bess_units — List every NEM-registered grid-scale battery (DUID, station, region, MW/MWh, MLF, coordinates, is_commissioning, commercial_context). rev_per_mw_yr is trailing
• get_fleet_summary — Fleet-wide snapshot: unit count, total capacity, revenue month-to-date, average spot price.
• get_battery_detail — Deep-dive metrics for one battery by DUID (e.g. HPR1 = Hornsdale): revenue, dispatch, SOC, FCAS. WARNING: rev_today, energy_rev_today, fcas_rev_today and contin
• query_nem_data — Ask a natural-language question about NEM BESS data; returns generated SQL, result rows and a plain-English explanation. Scope each question to roughly one regi
• get_battery_revenue — Daily gross-spot revenue by market (energy + FCAS) for one battery (DUID) over a date range. Daily grain only. This is the tool for total revenue questions — us
• get_battery_optimal — Actual vs LP-optimal dispatch revenue, per-DUID summary, over a date range (energy-only, perfect-foresight benchmark). NOT a revenue-total source — use get_batt
• list_events — List NEM spot-price events (negative, elevated, spike, extreme), optionally filtered by region.
• get_event_detail — Summary stats for one market price event by id (per-interval dispatch during the event is not exposed).

No long description beyond the summary.