/daily-briefing
Morning operational health check — aging inventory alerts + competitor price drops via multi-agent
Purpose
/daily-briefing triggers the daily-dealer-briefing skill from a single command. It verifies the profile, confirms dealer_id is set, then launches the parallel multi-agent workflow: lot-scanner agent (all aged inventory) + competitor price-drop scan simultaneously, then lot-pricer agent to price each aged unit.
The output is a prioritized morning action list: aging units to reprice with dollar amounts, competitor UNDERCUT alerts by model, and TOP 3 ACTIONS TODAY with estimated dollar impact. Designed to take 5 minutes or less to action.
Arguments
How It Works
Execution flow. MCP tool calls are shown inline on each step.
Read profile, extract dealer_id (required), aging_threshold, franchise_brands. If dealer_id is null, stop and prompt to update via /onboarding.
search_active_carsSpawn lot-scanner agent for aged inventory. Simultaneously scan price_change=negative for each franchise brand in dealer's market.
predict_price_with_comparablesSpawn lot-pricer agent on top 15 aged units returned by lot-scanner.
Combine aging table, floor plan burn, competitor alerts, and TOP 3 ACTIONS with $ estimates.
MCP Tool Calls
| Tool | Calls | Purpose |
|---|---|---|
search_active_cars | 1-3 | Competitor price-drop scan per franchise brand |
predict_price_with_comparables | up to 15 | Market price for each aged unit via lot-pricer agent |
Example Output
DAILY DEALER BRIEFING — Thursday, March 19, 2026 Dallas Toyota | ZIP: 75201 Running briefing... [lot-scanner + competitor scan in parallel] ════════════════════════════════════════════════════ AGING INVENTORY (Units > 60 DOM) — 3 units found VIN Vehicle DOM Your Price Mkt Price Gap Action ...4521 2021 Chevrolet Malibu 94 $18,900 $16,100 +$2,800 Reduce $2,800 ...7832 2020 Nissan Altima 78 $17,500 $16,850 +$650 Reduce $650 ...3319 2019 Ford Fusion 71 $14,200 $14,700 -$500 Below mkt / hold FLOOR PLAN BURN: $2,415/month on aged units COMPETITOR PRICE DROPS (Toyota, Dallas 75mi radius) Model Competitor Their Price Your Price Gap Alert Toyota Camry CarMax Dallas $24,999 $26,200 -$1,201 UNDERCUT ⚠ Toyota RAV4 AutoNation Irving $31,500 $32,100 -$600 UNDERCUT ⚠ TOP 3 ACTIONS TODAY 1. Reduce Malibu (DOM 94) by $2,800 — saves $3,290 floor plan 2. Match CarMax Camry: reduce to $25,200 — est. 14-day turn 3. Reduce Altima $650 — clears aging risk threshold
Cost Estimate
22 daily runs ≈ $2.20 – $6.40/month
Limitations
- Requires dealer_id in profile — run /onboarding first.
- Lot-pricer agent is US-only. UK dealers receive inline comp-median pricing.
- Competitor scan covers franchise brand models. Independent dealers see comps for their top makes.