AgentSkillsCN

opportunity-evaluation

运用五问客户问题框架、业务情境分析与优先级矩阵,评估产品机会。适用于判断某一创意是否值得深入探索时使用。

SKILL.md
--- frontmatter
name: opportunity-evaluation
description: Evaluate product opportunities using the 5-question customer problem framework, business context analysis, and prioritization matrices. Use when assessing whether an idea is worth pursuing.

Opportunity Evaluation Skill

Purpose

Provide structured frameworks for evaluating product opportunities from raw signals to prioritized initiatives.

Customer Problem Framework

5-Question Framework

  1. What is the problem?

    • State the observable pain, not the assumed solution
    • Use specific language: "Users spend 47 minutes/week manually copying data between tools"
    • Not: "Users need better integration"
  2. Who are we solving it for?

    • Specific persona with context
    • Their constraints, capabilities, environment
    • Segment size and accessibility
  3. How does it impact strategy?

    • Connection to growth model (acquisition, activation, engagement, retention, monetization)
    • Connection to product vision
    • Connection to competitive positioning
  4. How do we know this is a problem?

    • Data evidence (metrics, support tickets, usage patterns)
    • Qualitative evidence (user interviews, customer feedback)
    • Market evidence (competitor moves, industry trends)
  5. Why do we think this is happening?

    • Root cause hypothesis (not symptom)
    • Contributing factors
    • What would need to change

Signal Types

TypeStarts WithInvestigation Direction
User insightWhat (observed behavior)Validate: Is this a real problem? Find: Who, where, why
Data insightWhere (metric anomaly)Investigate: What's causing it? Find: What, who, why
CompetitiveExternal pressureAssess: Is this relevant? Decide: React or ignore
StrategicBusiness directionMap: What customer problem aligns?

Business Context Evaluation

Three Dimensions

Monetization Potential:

  • Direct revenue opportunity (new revenue, expansion, upsell)
  • Indirect revenue (retention improvement, reduced CAC)
  • Quantify with methodology, not just "high/medium/low"

Strategic Fit:

  • Vision alignment (does this take us where we want to go?)
  • Platform leverage (does this enable other products/features?)
  • Defensibility (Hamilton 7 Powers: scale economies, switching costs, cornered resource, counter positioning, branding, network effects, process power)

Competitive Pressure:

  • What are competitors doing in this space?
  • Market timing (early, on-time, late)
  • Risk of inaction

Prioritization

Impact Assessment

FactorQuestion
Impact potentialHow big is the expected return?
Time to returnHow quickly will we see results?
Compounding vs linearDoes this enable future bets or is it one-time value?
Multi-outcome impactDoes it serve multiple business objectives?
Order of operationsMust this happen before other things can?

Differentiation Classification

TypeDefinitionImplication
DifferentiatorUnique advantage competitors don't haveBuild and market aggressively
MMRMinimum market requirement to competeMust have but don't over-invest
NeutralizerCatches up to competitor advantageBuild to parity, not beyond

Risk vs Impact Matrix

  • High Risk, High Impact → Big Bets (invest if strategically important)
  • Low Risk, High Impact → No Brainers (do these first)
  • Low Risk, Low Impact → Quick Wins (fill in gaps)
  • High Risk, Low Impact → Duds (avoid)

HMW Framing

Good HMW statements are:

  • Specific enough to guide solution design
  • Broad enough to allow creative solutions
  • Focused on outcome, not implementation

Examples:

  • Good: "How might we enable deskless workers to resolve IT issues without a desktop computer?"
  • Too broad: "How might we improve the employee experience?"
  • Too narrow: "How might we add a mobile app for factory workers?"