product-brief-assess

What problem does it solve?

Manually evaluating hundreds of FF&E product rows against project-specific constraints like Social Rent requirements, employer specifications, or procurement criteria is slow, inconsistent, and error-prone for AEC project and specification teams.

Core Features & Use Cases

• Standardized Compliance Status: Assigns one of four clear, consistent statuses (Proposed / Not recommended / Alternative / Under review) to each product row, with specific, actionable reasoning in the Notes field.
• Constraint-Aware Assessment: Flags non-compliant products like macerator WCs for Social Rent schemes, mismatched kitchen product ranges, or unconfirmed balcony fire barrier items against the project's stated brief criteria.
• Variant & Category Management: Identifies duplicate product variants to nominate a single preferred option, and recategorizes misplaced items (e.g. flooring listed in a bathroom folder) to ensure accurate assessment context.
• Real-World Use Case: For a Social Rent affordable housing project, this skill cuts manual schedule review time from hours to minutes, ensuring all FF&E products meet scheme requirements before specification sign-off.

Quick Start

Use the product-brief-assess skill to evaluate the enriched bathroom product rows from the Majestic Way Mitcham project against the provided Social Rent research brief, and return a full list of compliant, non-compliant, and under-review products with clear notes for each row.