AI Skill Report Card

Writing Agile User Stories

B+78·May 7, 2026·Source: Web

Writing Estimable User Stories

15 / 15

Use the Connextra format:

As a [specific user type], I want [specific goal], so that [clear reason].

Acceptance Criteria:
Given [context]
When [action]
Then [expected result]

Example:

As a returning customer, I want to complete my order using my saved payment method, so that I don't have to re-enter my card details every purchase.

Acceptance Criteria:
Given I'm logged in with saved payment methods
When I proceed to checkout
Then I can select from my saved payment options

Given I select a saved payment method
When I click "Complete Order"
Then my order processes without requiring card re-entry
Recommendation
Add concrete input/output examples showing before/after story refinement sessions with actual team conversations
14 / 15

Story Creation Process:

  1. Identify the real user - Name a specific person/persona, never "the system"
  2. Define one clear goal - Single, behavioral objective
  3. Explain the value - Why this matters (the "so that" clause)
  4. Write acceptance criteria - Use Given/When/Then format
  5. Apply INVEST check - Verify against all six criteria
  6. Size validation - Can the team estimate without extensive discussion?

INVEST Checklist:

Progress:
- [ ] Independent: Can be delivered without waiting for other stories
- [ ] Negotiable: Implementation approach is flexible
- [ ] Valuable: Delivers real benefit to actual users
- [ ] Estimable: Team can size without dozens of clarifying questions
- [ ] Small: Completable within one sprint
- [ ] Testable: Clear pass/fail criteria
Recommendation
Include a quick template or checklist teams can copy-paste during story writing sessions
18 / 20

Example 1: E-commerce Filter ❌ Bad: "As a user, I want better search." ✅ Good: "As a budget-conscious shopper, I want to filter search results by price range, so that I can find products within my budget without scrolling through everything."

Example 2: Dashboard Export ❌ Bad: "As an admin, I want better reports." ✅ Good: "As a team lead, I want to export sprint velocity data as CSV, so that I can include it in my monthly stakeholder report."

Example 3: Notifications ❌ Bad: "Build a notification API." ✅ Good: "As a mobile app user, I want to receive a push notification when my order ships, so that I know when to expect delivery."

Recommendation
Provide specific time estimates or metrics for story quality (e.g., 'refinement should take < 10 minutes per story')

Story Quality Indicators:

  • Poker planning estimates cluster within 1-2 points
  • Team asks fewer than 3 clarifying questions
  • Acceptance criteria write themselves naturally
  • Story fits on a single index card (if physical)

Effective Acceptance Criteria:

  • Cover the happy path clearly
  • Include 1-2 key edge cases
  • Avoid over-specifying implementation details
  • Focus on user-observable behavior

Story Sizing Guidelines:

  • Can be demo'd to stakeholders in one sitting
  • Touches only one area of the system
  • Delivers vertical slice of functionality
  • Takes 1-3 days to complete

The Big Five Mistakes:

  1. Epic Disguised as Story - If poker estimates range from 8 to 21, split it
  2. Fake Users - "As a system" or "As a stakeholder" aren't real people
  3. Missing 'So That' - Without the reason, developers fill gaps with assumptions
  4. Technical Layer Splitting - "Build API" + "Build UI" are tasks, not stories
  5. No Acceptance Criteria - Story cards are conversation starters, not finished specs

Red Flags During Planning:

  • Wide estimate variance (2 vs 13 points)
  • Team asks "What does this actually mean?"
  • Multiple interpretations emerge during discussion
  • Developer says "This could be anything"

When Estimates Vary Widely:

  • Don't force consensus - use it as a refinement trigger
  • Send story back to product owner with specific questions
  • Treat disagreement as story quality signal, not estimation problem
  • Schedule dedicated refinement session

Use estimate variance as a story quality detector, not a debate to resolve in the moment.

0
Grade B+AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
15/15
Workflow
14/15
Examples
18/20
Completeness
18/20
Format
15/15
Conciseness
13/15