product-brief-assess

Assess FF&E product rows against project briefs and procurement specifications.

Updated Jun 16, 2026
One-click install
npx skills add https://github.com/robikscube/SJ-skills-sandbox --skill product-brief-assess
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: product-brief-assess
Source: https://github.com/robikscube/SJ-skills-sandbox/tree/main/Skill-List/alpaca-product/product-brief-assess
Command: npx skills add https://github.com/robikscube/SJ-skills-sandbox --skill product-brief-assess

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

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.

Frequently Asked Questions about product-brief-assess

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

FAQPage Schema
How do I assess FF&E product specifications against Social Rent housing project briefs?

To assess FF&E product specifications, evaluate product rows against project research briefs, employer requirements, and procurement constraints. This generates standardized statuses like Proposed or Not recommended with reasoning notes for non-compliant items such as macerator WCs in Social Rent schemes.

How do I check kitchen and bathroom product compliance for AEC project workflows?

Checking kitchen and bathroom product compliance requires evaluating product rows against the project brief. The assessment flags mismatched kitchen ranges and recategorizes misplaced items, ensuring accurate context and scheme compliance before final specification sign-off.

Can I automate duplicate product variant deduplication for FF&E schedules?

Yes, you can automate duplicate product variant deduplication. The process identifies duplicate product variants within the FF&E schedule and nominates a single preferred option, reducing manual schedule review time from hours to minutes while maintaining specification accuracy.

What statuses are assigned during project brief review for product compliance?

During project brief review, products receive one of four standardized compliance statuses: Proposed, Not recommended, Alternative, or Under review. Each status includes human-readable reasoning notes to flag items requiring further review by the project team.

How do I review balcony products for unconfirmed fire barrier items in construction specifications?

Reviewing balcony products for fire barrier items involves checking the product rows against the project's stated brief criteria. The assessment flags unconfirmed fire barrier items and assigns an Under review status with actionable notes for the project team's attention.

Does this compliance checking workflow handle misplaced category items in product schedules?

Yes, this compliance checking workflow handles misplaced category items. It recategorizes misplaced items, such as flooring listed in a bathroom folder, ensuring the products are evaluated against the correct project-specific constraints and accurate assessment context.