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levnikolaevich
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ln-51-opportunity-evaluator

Evaluate product opportunities using demand, competition, and validation evidence before commitment.

556|83|Updated Oct 24, 2025
Search Tags:#product discovery#market validation#opportunity evaluation#demand evidence#Competitive analysis#Product Strategy#validation experiment
One-click install
npx skills add https://github.com/levnikolaevich/claude-code-skills --skill ln-51-opportunity-evaluator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ln-51-opportunity-evaluator
Source: https://github.com/levnikolaevich/claude-code-skills/tree/main/plugins/product-discovery-suite/skills/ln-51-opportunity-evaluator
Command: npx skills add https://github.com/levnikolaevich/claude-code-skills --skill ln-51-opportunity-evaluator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Deciding which new product direction to pursue often relies on gut feeling or invented market numbers, leading to wasted implementation effort. This Skill structures opportunity evaluation around observable demand, reachable acquisition channels, competitive evidence, and a low-cost validation experiment before any commitment.

Core Features & Use Cases

  • Evidence-First Elimination: Filters candidate opportunities using classified evidence (MEASURED, REPORTED, ESTIMATED, INFERRED, UNKNOWN) and records falsification conditions for every rejection.
  • Structured Comparison: Compares surviving candidates on demand, channel reachability, differentiation, economics, validation cost, and strategic fit without fake composite scores.
  • Validation Experiment Design: Produces a concrete next experiment with audience, channel, success/failure criteria, budget boundary, and stop rule, ending in a RECOMMEND, INCONCLUSIVE, or BLOCKED verdict.
  • Use Case: A founder with three feature ideas for an existing SaaS product uses this Skill to research demand signals and competitor pricing, eliminate two weak candidates, and receive one reversible concierge-test experiment for the survivor.

Quick Start

Ask the assistant to evaluate your candidate product opportunities against current demand, competition, and acquisition evidence and recommend the cheapest validation experiment.

Frequently Asked Questions about ln-51-opportunity-evaluator

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

FAQPage Schema
How do I evaluate a new product idea before building it?▼

Evaluate a product idea by collecting evidence on user problems, observable demand, reachable acquisition channels, competitors, and economics, then design the cheapest experiment that tests the weakest assumption. This Skill structures that workflow and returns a RECOMMEND, INCONCLUSIVE, or BLOCKED verdict.

How to compare multiple product opportunities objectively?▼

Compare candidates on evidence strength, problem severity, channel reachability, differentiation, economics, validation cost, and strategic fit without collapsing them into a composite score. The Skill preserves disagreements and shows which assumption would change the ranking.

What evidence is needed to validate market demand?▼

Demand evidence is classified as MEASURED, REPORTED, ESTIMATED, INFERRED, or UNKNOWN, and only measured or reported primary sources support decisions. Search-result counts and owner conviction are explicitly excluded as demand evidence.

When should a product opportunity be rejected?▼

Eliminate a candidate when no specific user problem, observable demand signal, reachable channel, credible value exchange, or feasible validation path can be established. Competition alone is not grounds for rejection; it is treated as evidence of demand.

Can this Skill create a roadmap or implementation plan?▼

No. The evaluation is strictly read-only and stops at recommending one validation experiment. It does not create project files, roadmaps, Epics, Stories, implementation plans, campaigns, or customer outreach.

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