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MixxMasterMike123
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valuation

Calculate market-based valuations for auction items with confidence scoring.

Updated May 26, 2025
Search Tags:#pricing#analysis#dashboard#confidence#valuation#market-data#auction
One-click install
npx skills add https://github.com/MixxMasterMike123/auctionet-extension --skill valuation
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: valuation
Source: https://github.com/MixxMasterMike123/auctionet-extension/tree/main/.claude/skills/valuation
Command: npx skills add https://github.com/MixxMasterMike123/auctionet-extension --skill valuation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Streamline and standardize auction item valuation by combining market data, pricing rules, and confidence scoring to deliver robust, data-driven estimates that support pricing decisions and marketplace analytics.

Core Features & Use Cases

  • Valuation workflow: end-to-end process that analyzes object characteristics, research market data, and generate a median-based estimate with a confidence score.
  • Market data integration: leverages comparables, historical trends, and AI-filtered results to produce robust metrics for dashboards.
  • Use Case: integrate into valuation pages, pricing dashboards, and sales analysis tools to inform bidding strategies and listing prices.

Quick Start

Run a valuation analysis on an item currently in Auctionet to generate a market-based estimate and confidence level.

Frequently Asked Questions about valuation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I calculate auction item valuations using market data?▼

Auction item valuation uses a 4-step approach: object analysis, market research, median-based estimation, and confidence scoring. It integrates historical trends and comparables to deliver data-driven estimates for bidding strategies and listing prices.

How does confidence scoring work for auction pricing analysis?▼

Confidence scoring evaluates market data quality and comparables to produce a reliability metric for median-based valuation estimates. This score helps users gauge the robustness of pricing decisions within sales analysis dashboards.

Can I integrate market data dashboards with auction valuation workflows?▼

Yes, the valuation workflow integrates with DashboardManagerV2 and SalesAnalysisManager to feed median-based estimates and confidence scores directly into market data dashboards, enabling comprehensive sales analysis and pricing strategy visualization.

What is the best way to estimate listing prices for auction items?▼

The best approach uses a 4-step valuation workflow: analyze object characteristics, research market data with AI relevance filtering, calculate a median-based estimate, and apply confidence scoring. This delivers standardized pricing estimates for auction listings.

Does the valuation process support sales analysis and search query logic?▼

Yes, the valuation process integrates with SearchQuerySSoT and SalesAnalysisManager to support sales analysis and search query logic. AI relevance filtering refines market data results, enabling robust analytics within marketplace tools.

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