discovery-process skill

Purpose

Guide product managers through a complete discovery cycle—from initial problem hypothesis to validated solution—by orchestrating problem framing, customer interviews, synthesis, and experimentation skills into a structured process. Use this to systematically explore problem spaces, validate assumptions, and build confidence before committing to full development—avoiding "build it and they will come" syndrome and ensuring you're solving real customer problems.

This is not a one-time research project—it's a continuous discovery practice that runs in parallel with delivery, typically 1-2 discovery cycles per quarter.

Input

Works best with: Your starting problem hypothesis — even a rough one. Also useful: Prior research, customer access, timeline, and what decision the discovery must inform.

Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended ARGUMENTS: line — counts as answers already given. Use it and skip whatever it covers; don't re-ask.

Arriving empty-handed? That works too. The workflow starts at problem framing and helps you construct the hypothesis first.

Example invocation: Run discovery on this hypothesis: SMB admins abandon onboarding because the data-import step requires IT help they don't have.

Key Concepts

What is the Discovery Process?

The discovery process (Teresa Torres, Marty Cagan) is a structured approach to exploring problem spaces and validating solutions before building. It consists of:

1. Frame the Problem — Define what you're investigating and why
2. Conduct Research — Gather qualitative and quantitative evidence
3. Synthesize Insights — Identify patterns, pain points, and opportunities
4. Generate Solutions — Explore multiple solution options
5. Validate Solutions — Test assumptions through experiments
6. Decide & Document — Commit to build, pivot, or kill

Why This Works

• De-risks product decisions: Tests assumptions before expensive builds
• Customer-centric: Grounds decisions in real customer problems, not internal opinions
• Iterative: Builds confidence progressively through small experiments
• Fast learning: Discovers "no-go" signals early, saves wasted effort

Anti-Patterns (What This Is NOT)

• Not waterfall research: Discovery runs continuously, not once before dev
• Not user testing: Discovery validates problems; testing validates solutions
• Not a substitute for shipping: Discovery informs delivery, doesn't replace it

When to Use This

• Exploring new product/feature areas
• Investigating retention or churn problems
• Validating strategic initiatives before roadmap commitment
• Continuous discovery (weekly customer touchpoints)

When NOT to Use This

• For well-understood problems (move to execution)
• When stakeholders have already committed to a solution (address alignment first)
• For tactical bug fixes or technical debt (no discovery needed)

Facilitation Source of Truth

When running this workflow as a guided conversation, use workshop-facilitation as the interaction protocol.

It defines:

• session heads-up + entry mode (Guided, Context dump, Best guess)
• one-question turns with plain-language prompts
• progress labels (for example, Context Qx/8 and Scoring Qx/5)
• interruption handling and pause/resume behavior
• numbered recommendations at decision points
• quick-select numbered response options for regular questions (include Other (specify) when useful)

This file defines the workflow sequence and domain-specific outputs. If there is a conflict, follow this file's workflow logic.

Application

Use template.md for the full fill-in structure.

This workflow orchestrates 6 phases over 2-4 weeks, using multiple component and interactive skills.

Phase 1: Frame the Problem (Day 1-2)

Goal: Define what you're investigating, who's affected, and success criteria.

Activities

1. Run Problem Framing Canvas

• Use: skills/problem-framing-canvas/SKILL.md (interactive - MITRE)
• Participants: PM, design, engineering lead
• Duration: 120 minutes
• Output: Problem statement + "How Might We" question

2. Create Formal Problem Statement

• Use: skills/problem-statement/SKILL.md (component)
• Participants: PM
• Duration: 30 minutes
• Output: Structured problem statement with hypothesis

3. Define Proto-Personas (If Needed)

• Use: skills/proto-persona/SKILL.md (component)
• When: If target customer segment is unclear
• Duration: 60 minutes
• Output: Hypothesis-driven personas

4. Map Jobs-to-be-Done (If Needed)

• Use: skills/jobs-to-be-done/SKILL.md (component)
• When: If customer motivations are unclear
• Duration: 60 minutes
• Output: JTBD statements

Outputs from Phase 1

• Problem hypothesis: "We believe [persona] struggles with [problem] because [root cause], leading to [consequence]."
• Research questions: 3-5 questions to answer through discovery
• Success criteria: What would validate/invalidate the problem?

Decision Point 1: Do we have enough context to start research?

If YES: Proceed to Phase 2 (Research Planning)

If NO: Gather existing data first:

• Review support tickets, churn surveys, NPS feedback
• Analyze product analytics (drop-off points, usage patterns)
• Review competitor research, market trends
• Time impact: +2-3 days

Phase 2: Research Planning (Day 3)

Goal: Design research approach, recruit participants, prepare interview guide.

Activities

1. Prep Discovery Interviews

• Use: skills/discovery-interview-prep/SKILL.md (interactive)
• Participants: PM, design
• Duration: 90 minutes
• Output: Interview plan with methodology, questions, biases to avoid

2. Recruit Participants

• Target: 5-10 customers per discovery cycle (Teresa Torres: continuous discovery = 1 interview/week)
• Segment: Focus on personas from Phase 1
• Recruitment channels:
• Existing customers (email, in-app prompts)
• Churned customers (exit interviews)
• Cold outreach (LinkedIn, communities)
• Incentive: $50-100 gift card or product credit
• Duration: 2-3 days (parallel with Phase 1)

3. Schedule Interviews

• Format: 45-60 min per interview (30-40 min conversation + buffer)
• Timeline: Spread across 1-2 weeks
• Recording: Get consent, record for synthesis

Outputs from Phase 2

• Interview guide: 5-7 open-ended questions (Mom Test style)
• Participant roster: 5-10 scheduled interviews
• Synthesis plan: How you'll capture and analyze insights

Phase 3: Conduct Research (Week 1-2)

Goal: Gather qualitative evidence through customer interviews.

Activities

1. Conduct Discovery Interviews