Pc User Research

User Research

Know your users before you design for them. Assumptions are the enemy of good products.

Context

User research transforms market understanding into actionable user profiles.

See context and anti-pattern notes.

Inputs

I/O contract notes define required inputs and authority.

Process

Step 1: Define Research Questions

Start from the upstream artifact before inventing new questions:

• if a problem-frame exists, extract the target user hypothesis, non-goals, chosen direction, and open questions
• if market analysis exists, use it to narrow which segments are worth validating first
• if neither exists, stop and request clearer discovery framing rather than guessing

Then define the research questions. Focus on behavior, not opinions:

• What workflows do users currently follow?
• Where do they experience friction?
• What tools do they currently use (and why)?
• What would make them switch to a new solution?
• Which upstream assumptions most need validation before requirements should start?

Step 2: Choose Research Methods

• Interviews (5-8 users): Deep qualitative understanding. Best for early discovery.
• Surveys (50+ responses): Quantitative validation. Best after interviews surface patterns.
• Observation: Watch users in their natural workflow. Reveals behavior they can't articulate.
• Analytics review: If existing product exists, mine usage data for behavioral patterns.

If no real-user evidence has been collected yet, produce a scoped research plan first:

• target segments to recruit
• key hypotheses or open questions to test
• method mix and sample size
• the evidence threshold required before moving to requirements

Step 3: Synthesize into Personas

Create 3-5 personas, each representing a distinct user segment:

• Name and role (make them memorable)
• Goals (what they're trying to achieve)
• Pain points (what frustrates them today)
• Behaviors (how they work, tools they use)
• Quote (a real or representative statement capturing their perspective)

Step 4: Map User Journeys

For each primary persona, map the journey through the problem space:

• Stages (awareness, consideration, adoption, retention)
• Actions at each stage
• Emotions and pain points
• Opportunities for your product to intervene

Step 5: Validate Personas

Test personas against real data. Can you match each persona to at least 2-3 real users? If not, refine.

If the research has not yet been executed, do not fake this step. Record that the quality gate is still open and hand off the research plan for execution.

Outputs

Produce only declared outputs at their documented quality boundary.

Quality Gate

• At least 3 distinct personas documented, or an explicit justification exists for fewer segments
• Each persona backed by real user data (not assumptions)
• User journey mapped for primary persona
• Pain points prioritized by frequency and severity
• Upstream discovery questions are either answered or explicitly carried forward

Distribution

• Public install surface: skills/.curated
• Canonical authoring source: skills/00-discovery/pc-user-research/SKILL.md
• This package is exported for npx skills add/update compatibility.
• Packaging stability: beta
• Capability readiness: beta
• Portability: portable_with_caveat
• Public caveat: Portable as skill guidance; full governance guarantees require the Prodcraft repository contracts and validation checks.