scenario-mining-benefit-extraction

Extracts pain-point scenarios from category value and converts them into product benefit points.

Updated Aug 25, 2026
One-click install
npx skills add https://github.com/MeerkatAIChina/meerkat-skills-activity --skill scenario-mining-benefit-extraction-meerkataichina
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: scenario-mining-benefit-extraction
Source: https://github.com/MeerkatAIChina/meerkat-skills-activity/tree/main/skills/scenario-mining-benefit-extraction
Command: npx skills add https://github.com/MeerkatAIChina/meerkat-skills-activity --skill scenario-mining-benefit-extraction-meerkataichina

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Product teams often struggle to translate abstract category value propositions into concrete user pain points and actionable product benefits. This Skill provides a structured two-stage workflow that first decomposes a category value into detailed pain-point scenarios, then converts each scenario into user-facing product benefit points. ## Core Features & Use Cases - Stage 1 - Pain-Point Scenario Decomposition: Acts as a UX strategist to identify friction points against a category value, trace them to specific time/place/persona contexts, and output a structured scenario table with tasks, pain points, and need expectations. - Stage 2 - Benefit Point Extraction: Acts as a product manager applying Feature-to-Benefit and "So What?" reasoning to turn each scenario's pain point into a concrete, perceivable product benefit linked back to its source scenario. - Use Case: Given a category like child safety seats with the value "protect children in collisions", the Skill produces a scenario table (e.g., highway side-impact risk for a 3-year-old) and corresponding benefit points (e.g., 360-degree side-impact protection system). ## Quick Start Ask the assistant to run scenario mining and benefit extraction for your product category by providing the category name and its core value point, for example: product category = robot vacuum, core value = thorough corner cleaning.

Frequently Asked Questions about scenario-mining-benefit-extraction

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

FAQPage Schema
How do I turn user pain points into product benefit points?

Provide a product category and its core value point, then the Skill first builds a pain-point scenario table and then applies Feature-to-Benefit reasoning with the "So What?" method to produce benefit points, each linked to its source scenario, pain point, and need expectation.

How to analyze user scenarios for a new consumer product?

Start from the category's core value, identify friction points where that value fails, then trace each friction to specific time, place, and persona contexts. The Skill outputs a Markdown table with scenario description, task, pain point, and need expectation columns.

Can I use scenario mining for product categories other than the examples shown?

Yes, the Skill is category-agnostic and works for all consumer goods including appliances, beauty, food, apparel, and mobility products. The child safety seat examples are illustrative only; substitute your own category and value point.

Can I run only the pain-point analysis without benefit extraction?

Yes, the two stages are independent. You can stop after Stage 1 to get just the scenario decomposition table, or skip Stage 1 and feed an existing scenario table directly into Stage 2 for benefit extraction.

What input format does the scenario mining workflow require?

It requires two inputs: the product category name and the core value point to decompose, formatted as product category and value point fields. Each scenario in the output should map to at least one concrete, perceivable benefit point.