Dealer PluginLightweightCommand

/onboarding

One-time dealership profile setup — stops skills from re-asking your location and preferences

$/onboarding
Lightweight
Complexity
1
API Calls
$0.001 – $0.002
MC API Cost
$0.01 – $0.03
Total Cost

Purpose

/onboarding collects your dealership identity, location, dealer type, franchise brands, and operational preferences (target margin, recon cost, floor plan rate, aging threshold) in a single guided flow. It persists everything to a project memory file so every skill and command reads it automatically.

The command also auto-discovers your MarketCheck dealer_id by searching for your web domain in the active listings database — this is required for the lot-scanner agent used by daily briefing and weekly review. Without it, lot-level workflows will not function.

Audience:Any dealer user setting up the plugin for the first timeUsers updating dealership information

Arguments

name or domainoptional

Optional: your name, company name, or website domain to pre-fill identity fields.

How It Works

Execution flow. MCP tool calls are shown inline on each step.

01
Check Existing Profile

Read marketcheck-profile.md. If valid JSON exists, show summary and ask: update or keep.

02
Collect Identity & Location

Collect name, dealership name, web domain, country (US/UK), ZIP/postcode, and state/region.

03
Auto-Discover Dealer IDsearch_active_cars

Search active inventory by web domain to find the MarketCheck dealer_id. Required for lot-scanner agent.

04
Collect Preferences

Franchise/independent, brands, CPO program, target margin (15%), recon cost ($1,500), floor plan ($35/day), max DOM (45), aging threshold (60), default inventory type.

05
Write Profile & Sync Memory

Write marketcheck-profile.md with full JSON. Sync compact summary to MEMORY.md for session persistence.

MCP Tool Calls

ToolCallsPurpose
search_active_cars1Auto-discover dealer_id by searching active inventory for the dealer's web domain

Example Output

DEALER PROFILE SETUP
════════════════════════════════════════

Step 1/8: Identity
  Name: Michael Chen
  Dealership: Dallas Toyota North
  Domain: dallastoyotanorth.com

Step 2/8: Country
  Country: US

Step 3/8: Location
  ZIP: 75201 | State: TX | City: Dallas

Step 4/8: Auto-discovering dealer_id...
  Searching by domain: dallastoyotanorth.com
  Found: dealer_id = 4821 ✓

Step 5/8: Dealer type
  Type: Franchise | Brands: Toyota

Step 6/8: CPO program
  CPO: Yes | Cert cost: $1,200/unit

Step 7/8: Preferences (press Enter to accept defaults)
  Radius: 75mi | Margin: 15% | Recon: $1,500
  Floor plan: $35/day | Max DOM: 45 | Aging: 60d
  Default inventory: Used

Step 8/8: Profile saved ✓
  marketcheck-profile.md written to project memory.
  MEMORY.md updated.

NEXT STEPS:
  /daily-briefing   — morning aging + competitor alerts
  /weekly-review    — full lot scan + hot list
  /price-check VIN  — instant price check

Cost Estimate

TierLightweight
API Calls1
MC API — best$0.001
MC API — worst$0.002
Claude — best$0.01
Claude — worst$0.03
Total range$0.01$0.03

One-time setup — negligible cost

Limitations

  • Dealer ID auto-discovery requires a web domain that matches listings in the MarketCheck database. If your domain is not found, dealer_id is stored as null.
  • Profile is stored per Claude Code project — switching projects requires re-running /onboarding or copying the profile file.
  • UK dealers will have limited functionality — ML pricing, sold analytics, and VIN history are US-only.
Dealer Plugin
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