user-story

deanpeters/product-manager-skills · updated Apr 8, 2026

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$npx skills add https://github.com/deanpeters/product-manager-skills --skill user-story
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summary

Translate user needs into development-ready stories with Mike Cohn format and Gherkin acceptance criteria.

  • Combines \"As a / I want / so that\" user story structure with \"Given / When / Then\" acceptance criteria for testable, outcome-focused work
  • Includes quality checks and anti-patterns to avoid generic personas, vague outcomes, and scope creep
  • Designed for backlog grooming, sprint planning, and shared understanding between product, engineering, and QA
  • Emphasizes stories as con
skill.md

Purpose

Create clear, concise user stories that combine Mike Cohn's user story format with Gherkin-style acceptance criteria. Use this to translate user needs into actionable development work that focuses on outcomes, ensures shared understanding between product and engineering, and provides testable success criteria.

This is not a feature spec—it's a conversation starter that captures who benefits, what they're trying to do, why it matters, and how you'll know it works.

Key Concepts

The Mike Cohn + Gherkin Format

A user story combines:

Use Case (Mike Cohn format):

  • As a [user persona/role]
  • I want to [action to achieve outcome]
  • so that [desired outcome]

Acceptance Criteria (Gherkin format):

  • Scenario: [Brief description of the scenario]
  • Given: [Initial context or preconditions]
  • and Given: [Additional preconditions]
  • When: [Event that triggers the action]
  • Then: [Expected outcome]

Why This Structure Works

  • User-centric: Forces focus on who benefits and why
  • Outcome-focused: "So that" emphasizes the value delivered, not just the action
  • Testable: Gherkin acceptance criteria are concrete and verifiable
  • Conversational: Story is the opening for discussion, not the final spec
  • Shared language: Product, engineering, and QA all understand the format

Anti-Patterns (What This Is NOT)

  • Not a task: "As a developer, I want to refactor the database" (this is a tech task, not user value)
  • Not a feature list: "I want dashboards, reports, and analytics" (this is too big—needs splitting)
  • Not vague: "I want a better experience" (unmeasurable, no clear outcome)
  • Not a contract: Stories are placeholders for conversation, not locked-in specs

When to Use This

  • Translating user needs into development work
  • Backlog grooming and sprint planning
  • Communicating value to engineering and design
  • Ensuring testable acceptance criteria exist before development

When NOT to Use This

  • For pure technical debt or refactoring (use engineering tasks instead)
  • When stories are too large (split first—see skills/user-story-splitting/SKILL.md)
  • Before understanding the user problem (write a problem statement first)

Application

Step 1: Gather Context

Before writing a story, ensure you have:

  • User persona: Who is this for? (reference skills/proto-persona/SKILL.md)
  • Problem understanding: What need does this address? (reference skills/problem-statement/SKILL.md)
  • Desired outcome: What does success look like?
  • Constraints: Technical, time, or scope limitations

If missing context: Run discovery interviews or problem validation work first.


Optional Helper Script (Template Generator)

If you want a consistent Markdown stub, you can generate one from CLI inputs. This script is deterministic and does not fetch data or write files.

python3 scripts/user-story-template.py --persona \"trial user\" --action \"log in with Google\" --outcome \"access the app without creating a new password\"

Step 2: Write the Use Case

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

Fill in the template:

### User Story [ID]:

- **Summary:** [Brief, memorable title focused on value to the user]

#### Use Case:
- **As a** [user name if available, otherwise persona, otherwise role]
- **I want to** [action user takes to get to outcome]
- **so that** [desired outcome]

Quality checks:

  • "As a" specificity: Is this a specific persona (e.g., "trial user") or generic ("user")?
  • "I want to" clarity: Is this an action the user takes, or a feature you're building?
  • "So that" outcome: Does this explain the user's motivation? Or is it just restating the action?

Common mistakes:

  • ❌ "As a user, I want a login button, so that I can log in" (restating the action)
  • ✅ "As a trial user, I want to log in with Google, so that I can access the app without creating a new password"

Step 3: Write the Acceptance Criteria

Fill in the template:

#### Acceptance Criteria:

- **Scenario:** [Brief, human-readable scenario describing value]
- **Given:** [Initial context or precondition]
- **and Given:** [Additional context or preconditions]
- **and Given:** [Additional context as needed]
- **and Given:** [UI-focused context ensuring 'When' can happen]
- **and Given:** [Outcomes-focused context ensuring 'Then' is delivered]
- **When:** [Event that triggers the action—aligns with 'I want to']
- **Then:** [Expected outcome—aligns with 'so that']

Quality checks:

  • Multiple Givens are okay: Preconditions stack up (e.g., "Given I'm logged in" + "Given I have items in my cart")
  • Only one When: If you need multiple "When" statements, you likely have multiple stories—split them
  • Only one Then: If you need multiple "Then" statements, you likely have multiple stories—split them
  • Alignment: Does "When" match "I want to"? Does "Then" match "so that"?

Red flags:

  • Multiple Whens/Thens: Sign of scope creep—split the story (reference skills/user-story-splitting/SKILL.md)
  • Vague Thens: "Then I see improved performance" (unmeasurable—make it specific)

Step 4: Add a Summary

Write a short, memorable summary that captures the story's value:

- **Summary:** [Brief, human-readable title]

Examples:

  • ✅ "Enable Google login for trial users to reduce signup friction"
  • ✅ "Bulk delete items to save time for power users"
  • ❌ "Add delete button" (feature-centric, not value-centric)

Step 5: Validate and Refine

  • Read aloud to the team: Does everyone understand who, what, why?
  • Test acceptance criteria: Can QA write test cases from this?
  • Check for splitting: If the story feels too big, use skills/user-story-splitting/SKILL.md
  • Ensure testability: Can you prove "Then" happened?

Examples

See examples/sample.md for full examples (good, bad, and split-needed stories).

Mini example excerpt:

### User Story 042:

- **Summary:** Enable Google login for trial users to reduce signup friction

#### Use Case:
- **As a** trial user visiting the app for the first time
- **I want to** log in using my Google account
- **so that** I can access the app without creating and remembering a new password

#### Acceptance Criteria:
- **Scenario:** First-time trial user logs in via Google OAuth
- **Given:** I am on the login page
- **and Given:** I have a login account
- **When:** I click the "Sign in with Google" button and authorize the app
- **Then:** I am logged into the app and redirected to the onboarding flow

Common Pitfalls

Pitfall 1: Technical Tasks Disguised as User Stories

Symptom: "As a developer, I want to refactor the API, so that the code is cleaner"

Consequence: This is an engineering task, not a user story. No user value is delivered.

Fix: If there's no user outcome, it's not a user story—use an engineering task or tech debt ticket instead.


Pitfall 2: "As a User" (Too Generic)

Symptom: Every story starts with "As a user"

Consequence: No persona clarity. Different users have different needs.

Fix: Use specific personas: "As a trial user," "As a paid subscriber," "As an admin," etc. (reference skills/proto-persona/SKILL.md)


Pitfall 3: "So That" Restates "I Want To"

Symptom: "I want to click the save button, so that I can save my work"

Consequence: No insight into why the user cares. Just restating the action.

Fix: Dig into the motivation: "so that I don't lose my progress if the page crashes" (real outcome).


Pitfall 4: Multiple When/Then Statements

Symptom: Acceptance criteria with 5 "When" statements and 5 "Then" statements

Consequence: Story is too big. Likely multiple features bundled together.

Fix: Split the story using skills/user-story-splitting/SKILL.md. Each When/Then pair should be its own story (or at least evaluated for splitting).


Pitfall 5: Untestable Acceptance Criteria

Symptom: "Then the user has a better experience" or "Then it's faster"

Consequence: QA can't verify success. Ambiguous definition of "done."

Fix: Make it measurable: "Then the page loads in under 2 seconds" or "Then the user sees a success confirmation message."


References

Related Skills

  • skills/user-story-splitting/SKILL.md — How to break large stories into smaller ones
  • skills/proto-persona/SKILL.md — Defines the "As a [persona]" section
  • skills/problem-statement/SKILL.md — Stories should address validated problems
  • skills/epic-hypothesis/SKILL.md — Epics decompose into user stories

Optional Helpers

  • skills/user-story/scripts/user-story-template.py — Deterministic Markdown stub generator (no network access)

External Frameworks

  • Mike Cohn, User Stories Applied (2004) — Origin of the "As a / I want / so that" format
  • Gherkin (Cucumber) — "Given/When/Then" acceptance criteria format
  • INVEST criteria (Independent, Negotiable, Valuable, Estimable, Small, Testable)

Dean's Work

  • [Link to relevant Dean Peters' Substack articles if applicable]

Provenance

  • Adapted from prompts/user-story-prompt-template.md in the https://github.com/deanpeters/product-manager-prompts repo.

Skill type: Component Suggested filename: user-story.md Suggested placement: /skills/components/ Dependencies: References skills/proto-persona/SKILL.md, skills/problem-statement/SKILL.md Used by: skills/user-story-splitting/SKILL.md, skills/epic-hypothesis/SKILL.md

how to use user-story

How to use user-story on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add user-story
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/deanpeters/product-manager-skills --skill user-story

The skills CLI fetches user-story from GitHub repository deanpeters/product-manager-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/user-story

Reload or restart Cursor to activate user-story. Access the skill through slash commands (e.g., /user-story) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

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Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.543 reviews
  • Dhruvi Jain· Dec 28, 2024

    I recommend user-story for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Mei Jain· Dec 28, 2024

    user-story reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Hassan Thomas· Dec 24, 2024

    Solid pick for teams standardizing on skills: user-story is focused, and the summary matches what you get after install.

  • Harper Smith· Dec 24, 2024

    user-story is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Tariq Menon· Nov 23, 2024

    Registry listing for user-story matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Oshnikdeep· Nov 19, 2024

    Useful defaults in user-story — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Chen Harris· Nov 19, 2024

    user-story is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Luis Garcia· Nov 15, 2024

    user-story has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Aisha Taylor· Nov 15, 2024

    user-story reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Tariq Verma· Oct 14, 2024

    user-story fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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