testland/gherkin-from-stories

Build-an-X workflow that converts user stories into Gherkin scenarios - extracts the actor / capability / value triple from "As a … I want … so that …", maps acceptance criteria to Scenario blocks, identifies parameterizable axes for Scenario Outlines, and emits a Feature file ready for `bdd-step-library-curator`-curated step definitions. Starts from the story itself rather than from an already-extracted acceptance-criteria list; this skill operates at the user-story layer and produces Gherkin directly. Emits Gherkin only: no step definition stubs and no runner detection. For a full runnable artifact (Feature file plus scaffolded step definitions), follow this skill with step-definition scaffolding for the detected runner. Use when a PM hands over a user story or a backlog of stories and the team's first test artifact is the `.feature` file rather than a separate AC doc.

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name:: gherkin-from-stories
description:: Build-an-X workflow that converts user stories into Gherkin scenarios - extracts the actor / capability / value triple from "As a … I want … so that …", maps acceptance criteria to Scenario blocks, identifies parameterizable axes for Scenario Outlines, and emits a Feature file ready for `bdd-step-library-curator`-curated step definitions. Starts from the story itself rather than from an already-extracted acceptance-criteria list; this skill operates at the user-story layer and produces Gherkin directly. Emits Gherkin only: no step definition stubs and no runner detection. For a full runnable artifact (Feature file plus scaffolded step definitions), follow this skill with step-definition scaffolding for the detected runner. Use when a PM hands over a user story or a backlog of stories and the team's first test artifact is the `.feature` file rather than a separate AC doc.

gherkin-from-stories

Name: testland/gherkin-from-stories
Rating: 77.60000000000001 (1 reviews)
Author: testland

Overview

The shift-left flow:

User story → Acceptance Criteria → Gherkin Feature → Step definitions → Tests

acceptance-criteria-extractor (in the qa-shift-left plugin) covers the AC layer (it can emit Gherkin too). This skill is a direct user-story → Gherkin path for teams that author Gherkin features as the primary artifact (skipping the intermediate AC step).

When to use

The team's BDD process starts with user stories, not separate AC docs.
A PM hands engineers a story and the team's first artifact is the .feature file.
A migration from non-BDD to BDD wants to convert existing stories into Gherkin in bulk.

If the team uses AC docs as primary, use acceptance-criteria-extractor (in the qa-shift-left plugin); this skill is the user-story-first variant.

Step 1 - Extract the user-story triple

# Story: Apply promo code at checkout

**As a** logged-in customer
**I want** to apply a promotional code at checkout
**So that** I receive the advertised discount on my order

The triple maps to the Feature header:

Feature: Apply promo code at checkout

  As a logged-in customer
  I want to apply a promotional code at checkout
  So that I receive the advertised discount on my order

If the story doesn't have the triple, flag and ask - a story without explicit value is a signal the team should clarify before testing.

Step 2 - Extract acceptance criteria

The story body usually has a list:

## Acceptance criteria

- Valid promo applies the discount and shows confirmation.
- Expired promo shows an error message.
- Invalid promo shows "Code not found."
- Empty input shows "Please enter a code."
- Already-applied promo shows "Already applied."

Each AC becomes a Scenario:

Background:
    Given I am a logged-in customer
    And my cart contains 1 item at $24.99

  Scenario: Apply valid promo
    Given promo code "WELCOME10" is active
    When I enter "WELCOME10" in the promo input
    And I click "Apply"
    Then the subtotal updates to $22.49
    And a confirmation toast appears: "Code applied"

  Scenario: Apply expired promo
    Given promo code "EXPIRED50" is inactive
    When I enter "EXPIRED50" in the promo input
    And I click "Apply"
    Then an error appears: "This code has expired"

Step 3 - Identify Scenario Outline opportunities

Multiple ACs that vary only in input data become a Scenario Outline:

Scenario Outline: Promo validation rejects bad input
    When I enter "<code>" in the promo input
    And I click "Apply"
    Then an error appears: "<error>"

    Examples:
      | code         | error                 |
      | EXPIRED50    | This code has expired |
      | NOTREAL      | Code not found        |
      | (empty)      | Please enter a code   |
      | WELCOME10*2  | Already applied       |

Per acceptance-criteria-extractor (in the qa-shift-left plugin) Step 2: "Use Scenario Outline whenever the underlying logic is identical and only the data varies."

Step 4 - Use existing steps from the library

Per bdd-step-library-curator, the team has a curated step library. Use existing steps where possible:

# Use existing step:
Given I am a logged-in customer

# vs (avoid):
Given I have authenticated to the system   # NEW STEP - duplicates "I am a logged-in customer"

Before authoring a new step, search the library README.

Step 5 - Flag implicit Givens

Stories often imply preconditions:

## Story

A customer can apply a promo code.

Implicit:

Customer must be on the checkout page (where? /checkout? /cart?).
Cart must be non-empty (otherwise no checkout).
Customer must be authenticated (or guest checkout supported?).

Flag instead of guess:

## ⚠ Implicit Given flags (3)

1. Where does the user enter the promo? `/checkout`? `/cart`?
2. What's the cart state? Empty? Multi-item?
3. Authentication required? Guest checkout supported?

The Gherkin Feature can't be authored without these answers.

Same flag-and-ask pattern as acceptance-criteria-extractor (in the qa-shift-left plugin) Step 6.

Step 6 - Validate Gherkin style

The output should pass these style checks:

Declarative steps ("I apply a promo") not imperative ("I click the button with id #apply-promo-btn").
Every Then has an observable outcome.
No technical leakage (DB names, internal API endpoints).

Step 7 - Output

## Gherkin scenarios for `<story>`

**Source story:** `LIN-1234` (Apply promo code at checkout)
**Implicit-precondition flags:** N
**Scenarios produced:** M
**Step library reuse:** K of M scenarios use existing steps only.

### Generated Feature

(per Step 2-3)

### Implicit-precondition flags

(per Step 5)

### New steps required

| Step                                          | Why new |
|-----------------------------------------------|---------|
| `Given promo code {code} is active`            | New domain (admin promo state) |
| `When I enter {code} in the promo input`        | New element (promo input field) |

### Recommended next step

After PM clarifies the implicit Givens (per flags above), author
the new step definitions per
`bdd-step-library-curator`
conventions. Pair with the framework's runner per the team's stack
(`cucumber-testing` / `behave-testing` / `reqnroll-testing`).

Anti-patterns

Anti-pattern	Why it fails	Fix
Fabricating implicit Givens	Tests pass for the wrong reason; PM never confirmed.	Flag-and-ask (Step 5).
One Scenario per AC even when they should be Outline	Test code duplication.	Detect outline opportunities (Step 3).
Not consulting the step library	Step proliferation; library bloats.	Search library first (Step 4).
Imperative steps ("click button #foo")	Couples to UI; defeats BDD's value.	Declarative ("I apply a promo") (Step 6).
Skipping the As-a / I-want / So-that header	Loses the value framing.	Triple at the Feature top (Step 1).

Limitations

Story quality drives output quality. Vague stories produce vague Gherkin (or many flags).
Step library dependency. Without one, every step is "new" and the proliferation problem manifests.
Doesn't run the tests. This skill emits Gherkin; pair with the runner skills + step authoring.

References

acceptance-criteria-extractor (in the qa-shift-left plugin) - sibling: AC-first variant.
bdd-step-library-curator - step library this skill draws from.
acceptance-test-from-criteria - sibling: ATDD-flavored variant.

Workspace: testland
Visibility: Public
Created: 8 days ago
Last updated: 7 days ago
Repository: https://github.com/testland/qa
Publish Source: GitHub
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