marketcheck-cowork-plugin

Morning operational health check — aging inventory alerts + competitor price drops (multi-agent)

One-time dealer profile setup — alias for /onboarding (which now supports all roles)

Quick market demand snapshot for a state or region

Monthly strategic report — market share, depreciation, trends, inventory intelligence (multi-agent)

One-time profile setup — stores your identity, role, location, and preferences so all skills stop re-asking. Works for dealers, dealer groups, appraisers, lenders, analysts, and manufacturers.

Quick price check on a VIN or vehicle

Connect the MarketCheck MCP server for this plugin

Decode a VIN and show its full spec sheet and market history

Weekly tactical review — full lot pricing scan + stocking hot list + market demand (multi-agent)

You are the brand analytics agent. Analyze brand market share, model depreciation, and market trends using sold transaction data across multiple time periods.

> **Date anchor:** If date parameters are passed in the prompt, use those. Otherwise compute dates from `# currentDate` in system context. Never use training-data dates.

You are the multi-location inventory scanning agent. Scan inventory across multiple dealer locations in parallel and aggregate into a group-level summary.

You are the batch vehicle pricing agent. Price a list of VINs against market and return a pricing report with action recommendations.

You are the inventory fetching agent. Pull a dealer's complete inventory using paginated API calls.

You are the market demand intelligence agent. Analyze what's selling, how fast, and where supply gaps are — return structured stocking intelligence.

You are the batch vehicle processing agent. Systematically process VIN lists through decode, pricing, and supply checks, then aggregate into actionable summaries.

Data-driven automotive trend analysis. Triggers: "market trends", "best deals right now", "fastest depreciating cars", "slowest depreciating models", "EV vs gas prices", "EV vs ICE price parity", "price trends by region", "new car markups", "new car discounts", "market report", "depreciation rankings", "what's happening in the auto market", "which cars are losing value fastest", "price drops this month", "regional price differences", "cheapest state to buy", "MSRP vs sale price", automotive market analysis, trend stories, consumer buying guides.

Price positioning and competitive analysis. Triggers: "price this car", "am I priced right", "competitive pricing", "price check VIN", "who is undercutting me", "market price for this", "price my inventory", "compare my price", pricing strategy, price positioning, competitive price analysis, identifying pricing opportunities.

Inter-store inventory transfer recommendations. Triggers: "transfer opportunities", "balance inventory", "which store needs what", "inter-store transfer", "move vehicles between locations", "inventory balancing", "rebalance my lot", "cross-location optimization", identify vehicles to move between locations for faster turns.

Morning operational health check. Triggers: "daily briefing", "morning check", "what needs attention today", "daily pricing check", "what's urgent on my lot", "daily dealer report", "start my day", "morning report", "daily ops", aging inventory and competitor price movements.

Best-deal sourcing and negotiation support. Triggers: "find me the best deal", "cheapest option near me", "best price on a", "deal finder", "is this a good price", "should I buy now or wait", "compare deals", "negotiate this price", "find a car for my customer", sourcing the best-priced vehicle, validating deal fairness, negotiation leverage.

Dealer group investment signals. Triggers: "dealer group stock", "how is AutoNation doing", "LAD health check", "publicly traded dealer analysis", "dealer group efficiency", "CarMax performance", "Carvana metrics", "dealer group benchmarking", "retail auto stock signal", "dealer group volume", operational health and investment signals for publicly traded dealer groups.

Vehicle depreciation and value retention analysis. Triggers: "depreciation rate", "value retention", "residual value", "how fast is it losing value", "which cars hold value", "EV depreciation", "price trend over time", "brand value ranking", "depreciation curve", "residual forecast", "MSRP parity", "price over sticker", "incentive effectiveness", "geographic value variance", "which states have higher prices", residual value forecasting, segment value comparisons, brand retention rankings, MSRP-to-transaction price tracking.

Electric vehicle market dynamics tracking. Triggers: "EV market update", "EV adoption rate", "EV vs ICE pricing", "Tesla market position", "EV investment signal", "electric vehicle trends", "EV depreciation", "EV price parity", "hybrid adoption", "electrification progress", "EV days supply", "which OEMs are winning EV", "EV penetration by state", EV market dynamics for investment, OEM strategy, lending risk.

Rooftop-vs-rooftop performance comparison. Triggers: "compare my stores", "best performing location", "benchmark rooftops", "rank my locations", "which store is best", "location comparison", "store performance ranking", "rooftop efficiency", compare operational metrics across locations, identify best practices and underperformers.

Multi-location dealer group overview. Triggers: "group dashboard", "how are my stores doing", "multi-location report", "group performance", "all locations overview", "store health", "group inventory status", "consolidated lot report", "rooftop summary", unified view across all locations in a dealer group.

Comprehensive monthly market intelligence. Triggers: "monthly review", "monthly strategy", "monthly dealer report", "strategic review", "monthly market analysis", "end of month analysis", "what's my market doing this month", "monthly performance", "strategic briefing", market share, depreciation trends, market conditions, full inventory intelligence.

OEM investment leading indicators. Triggers: "OEM stock signal", "how is Ford doing", "Toyota demand trends", "brand health check", "investment signal for [OEM]", "pricing power analysis", "days supply", "OEM market share trends", "brand volume momentum", "inventory build", leading indicators for publicly traded automotive OEMs, investment decisions.

Auction buying and stocking intelligence. Triggers: "what should I buy at auction", "auction run list check", "pre-auction analysis", "check these VINs before I bid", "hot sellers in my area", "what's turning fast", "stocking recommendations", "should I bid on this", "avoid list", "what to stock", "auction prep", "what's selling quick", "best vehicles to buy right now", "slow movers to avoid", "inventory mix check", "category gap analysis", auction buying decisions, inventory stocking strategy, demand-to-supply analysis.

Comparable-backed vehicle valuation. Triggers: "appraise this vehicle", "what's it worth", "trade-in value", "comparable analysis", "fair market value", "wholesale vs retail", "appraisal report", "how much should I offer", "vehicle valuation", defensible valuations for trade-ins, acquisitions, or retail pricing decisions.

Weekly inventory scan and stocking analysis. Triggers: "weekly review", "weekly inventory scan", "weekly stocking check", "full lot pricing scan", "hot list this week", "what should I stock this week", "weekly dealer report", "inventory review", "competitive scan", full inventory pricing, stocking recommendations, market demand.

Inventory aging and demand-to-supply intelligence. Triggers: "what should I stock", "what's selling in my area", "market demand analysis", "aging inventory alert", "turn rate by segment", "slow movers on my lot", "inventory analysis", "demand vs supply ratio", "what to buy at auction", "floor plan optimization", "new vs used mix", "days on market by model", data-driven stocking decisions, inventory aging analysis, demand-to-supply intelligence.

Monthly auto sector overview for investors. Triggers: "market report", "automotive market signal", "monthly auto market", "investment briefing auto sector", "sector overview", "auto industry health", "market scorecard", "which brands are winning", "pricing power index", "market momentum", US automotive market overview, investment decisions, industry reporting.

Market share and competitive intelligence. Triggers: "market share", "who is winning in SUVs", "competitor analysis", "EV adoption rate", "dealer group ranking", "segment share breakdown", "brand performance comparison", "conquest analysis", "regional demand heatmap", "quarterly share change", "which brands are gaining share", "top dealer groups by volume", competitive intelligence, OEM benchmarking, segment-level share tracking, EV penetration analysis.