Use Scenarios (Pragmatic Framework: Planning → Use Scenarios)

SkillDev tools

Write Pragmatic Institute use scenarios — short stories that put a market problem in context from the persona's point of view (a component of requirements). Use when the PM asks for "use scenarios", "a day in the life", "user story context", "problem statements", or needs to reframe a feature request as a real problem so development understands the WHAT (not the HOW). Produces a Use Scenarios document as a Markdown or Word .docx artifact.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Use Scenarios (Pragmatic Framework: Planning → Use Scenarios) skill

What this skill tells your AI

The instructions your AI receives, as published by julianoczkowski/product-manager in skills/pm-use-scenarios/SKILL.md and read by ahel’s review.

Rule: articulate problems from the persona's point of view. A use scenario illustrates a market problem as a "story" that puts it in context (including current results) — it is one component of requirements. See ../pm-copilot/references/framework.md. Personas should exist first (pm-personas).

Anatomy of a Problem Card

Map interrogatives to fields:

FieldInterrogative
[Problem Name]What problem
[Persona]Who has it
has [use scenario]Why it occurs
with [frequency]When it occurs

Reframing sentence (great for turning a feature request into a problem):

[Persona] struggles with [problem] when [context] because [why it matters].

What vs. How — stay on the WHAT

WHAT = the problem → PM → DEFINEHOW = the solution → Team → DESIGN/BUILD
Name, Persona, Use Scenario, Frequency, Market evidence, ImpactOverview, flow chart, use cases, UI, prototypes, error conditions

A use scenario ≠ a use case. A use scenario tells the problem story; a use case enumerates every interaction in the functional spec (the team's job).

Three considerations when articulating a problem

  1. Avoid ambiguous terms — do not use: flexible, adaptable, user-friendly, TBD, adequate, rapidly/quickly/fast, fault tolerant, scalable, ASAP, maximize/minimize/optimize (any "-ize" word), and/or, etc. Replace each with a concrete, observable statement.
  2. Edge cases ("what if?") — will your persona actually do it? Don't design for situations that won't happen.
  3. Who is significant? — the U-curve: the vocal extremes (novices + experts) are where we listen; the proficient majority is where we should listen. Write for the majority.

Interview the user (batch questions)

  1. Which persona and which market problem is this scenario for?
  2. Walk me through a real situation where this happens — what triggers it, what do they do today, and what's the current (bad) result?
  3. How often does it occur (frequency)?
  4. What evidence shows this is real (counts across inputs) and how bad is it (impact)?

Artifact template

# Use Scenarios — <Product / Release>

**Company:** <company>  ·  **Feature / Product:** <feature / product name>
**Author:** <author>  ·  **Date created:** <date>  ·  **Version:** 1.0

## Scenario 1 — <Problem Name>
**Problem Card**
- **Problem Name:** <what>
- **Persona:** <who>
- **Use Scenario:** <why — the situation that causes the problem>
- **Frequency:** <when / how often>

**Day in the life**
<A short first-person narrative: the persona's context, the trigger, what they do today,
and the frustrating current result. Concrete and specific — no ambiguous terms.>

**Market evidence:** <# of documented occurrences across inputs>
**Impact:** <1–5 on the impact scale (or 99999 if contractual)>

## Scenario 2 — <Problem Name>
…

Deliver the artifact

Follow ../pm-copilot/references/artifact-output.md: confirm inputs, ask Markdown or .docx, write the .md, convert to .docx on request via your environment's native document-creation capability. Then offer the next stage: roll these scenarios into prioritized pm-requirements or a full pm-prd.

Signals

GitHub stars
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Forks
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Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
pm-use-scenarios
Source
github.com/julianoczkowski/product-manager