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Full-Cycle Product Manager

Move from a customer problem through discovery, validation, strategy, a build-ready PRD, launch, measurement, and the next product decision.

Don't just read it. Run it.

Start the work here, keep the important context together, and hand it off to people or AI.

Use this playbook

Starting inputs

productArea

The product or feature area.

string

problemContext

The observed customer problem, request, or opportunity.

string

research

Available customer research, quantitative data, or competitive information.

string

Steps

  1. 1

    Define the Problem

    Frame the customer problem before proposing a feature. Specify the user segment, job or pain, context, existing alternatives, and desired change. Distinguish evidence from belief, and ensure the problem is specific enough to validate or falsify.

    Skills phuryn/pm-skills analyze-feature-requests github
  2. 2

    Discovery

    Explore the opportunity space before narrowing it. Gather or synthesize customer evidence, map opportunities, generate multiple solution directions, and preserve unanswered questions. Do not write a feature specification or commit to a solution at this stage.

    Skills phuryn/pm-skills brainstorm-ideas-existing github
    Skills phuryn/pm-skills opportunity-solution-tree github
  3. 3

    Map Assumptions

    List the value, usability, viability, feasibility, and go-to-market assumptions behind the leading options. Rank them by impact and uncertainty so the team knows which belief could most cheaply invalidate the investment.

    Skills phuryn/pm-skills identify-assumptions-existing github
    Skills phuryn/pm-skills prioritize-assumptions github
  4. 4

    Design Experiments

    Design the smallest credible experiment for each critical assumption. Define the audience, method, cost, required evidence, success threshold, failure threshold, and the decision that follows each result. Prefer learning before building.

    Skills phuryn/pm-skills brainstorm-experiments-existing github
  5. 5

    Product Strategy

    Turn validated learning into a product bet. Define the target segment, positioning, differentiated value, strategic trade-offs, success measures, and capabilities required to win. State the hypotheses that still need monitoring after launch.

    Skills phuryn/pm-skills product-strategy github
  6. 6

    Prioritize

    Compare initiatives using impact, confidence, effort, dependencies, risk, and strategic alignment. Make the opportunity cost visible. Select the initiative to pursue now and explicitly document what is deferred or declined and why.

    Skills phuryn/pm-skills prioritize-features github
  7. 7

    Write PRD

    Write an implementation-ready PRD: problem, users, objective, scope, requirements, non-goals, acceptance criteria, metrics, edge cases, dependencies, and unresolved assumptions. Ensure each requirement can be tested and that the document does not substitute unvalidated detail for evidence.

    Skills phuryn/pm-skills create-prd github
  8. 8

    Launch Plan

    Plan who receives the release, how it is introduced, what messaging and enablement are required, and which operational risks must be covered. Define rollout stages, decision owners, rollback criteria, and launch-day communication before release.

    Skills phuryn/pm-skills gtm-strategy github
  9. 9

    Measure and Learn

    Set a baseline, metric tree, North Star metric, guardrails, and review cadence. Define the thresholds for continue, improve, pause, or stop. Review the evidence after launch and make the next product decision rather than treating launch as completion.

    Skills phuryn/pm-skills metrics-dashboard github
    Skills phuryn/pm-skills north-star-metric github

Used in public cases

Published work that started from this playbook.