/weekly-review
Full lot competitive scan + stocking hot list + market demand — multi-agent weekly tactical report
Purpose
/weekly-review triggers the weekly-dealer-review skill — pricing every unit on the lot against the market while simultaneously generating a stocking hot list and market demand snapshot, using parallel sub-agents to minimize run time.
Run this every Monday morning or before major auction days. The result is a three-section tactical report with a TOP 5 ACTIONS ranked by dollar impact — covering which overpriced units to reduce, which underpriced units to raise, and which high-demand models to acquire at this week's auction.
Arguments
How It Works
Execution flow. MCP tool calls are shown inline on each step.
Read profile, extract dealer_id (required), all fields. Route US dealers to full agent workflow, UK dealers to lot-scanner + comp-median inline only.
get_sold_summarySpawn lot-scanner (complete inventory, all pages) and market-demand-agent (hot list + demand snapshot) simultaneously.
predict_price_with_comparablesAfter lot-scanner returns: spawn lot-pricer to price every vehicle — no cap on unit count.
Merge lot scan table + hot list (cross-referenced with current inventory) + demand snapshot. Generate TOP 5 ACTIONS by $ impact.
MCP Tool Calls
| Tool | Calls | Purpose |
|---|---|---|
get_sold_summary | 4-6 | Hot list and demand snapshot from market-demand-agent |
predict_price_with_comparables | 1 per vehicle | Market price for every lot unit via lot-pricer agent |
search_active_cars | 1 per vehicle + 1 | Active comps per unit and supply facets for hot list |
Example Output
WEEKLY DEALER REVIEW — Week of March 17, 2026 Dallas Toyota | 87 used units | Running parallel agents... ════════════════════════════════════════════════════════ SECTION 1 — FULL LOT COMPETITIVE SCAN (87 units) VIN Vehicle DOM Price Mkt Price Gap% Action ...4521 2021 Chevrolet Malibu 94 $18,900 $16,100 +17.4% Reduce $2,800 ...9912 2020 Hyundai Elantra 72 $16,200 $14,800 +9.5% Reduce $1,400 ...3319 2019 Ford Fusion 71 $14,200 $14,700 -3.4% Below mkt SUMMARY: 12 above mkt | 58 at mkt | 17 below mkt Total overpricing gap: $18,400 SECTION 2 — STOCKING HOT LIST Rank Make/Model Avg DOM D/S Max Bid On Your Lot? 1 Toyota Tacoma 22d 2.71 $30,370 0 units ← ACQUIRE 2 Honda CR-V 26d 2.31 $24,100 2 units 3 Chevrolet Equinox 28d 1.92 $19,800 1 unit ← ACQUIRE SECTION 3 — MARKET DEMAND SNAPSHOT (TX, Feb 2026) Top models: F-150, RAV4, CR-V, Silverado, Equinox SUV demand 33% of market (D/S 1.81) | Sedans 19% (D/S 1.11) TOP 5 ACTIONS THIS WEEK 1. Reduce Malibu $2,800 (94 DOM) — saves $3,290 floor plan 2. Reduce Elantra $1,400 (72 DOM) — buyer window closing 3. Raise 3 underpriced units — est. $1,800 additional margin 4. Acquire Tacoma at Tuesday auction — D/S 2.71, 0 on lot 5. Acquire Equinox — D/S 1.92, only 1 unit on lot
Cost Estimate
4 weekly runs ≈ $0.92 – $4.80/month
Limitations
- Requires dealer_id in profile.
- Lot-pricer and market-demand sections are US-only.
- Cost scales with inventory size — 200-unit lots cost significantly more than 50-unit lots.
- Run time: 5-10 minutes for large inventories.