/user-story-splitting
Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.
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Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.
SKILL.md
user-story-splitting.SKILL.mdname: user-story-splitting
description: Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release.
intent: >-
Break down large user stories, epics, or features into smaller, independently deliverable stories using systematic splitting patterns. Use this to make work more manageable, reduce risk, enable faster feedback cycles, and maintain flow in agile development. This skill applies to user stories, epics, and any work that's too large to complete in a single sprint.
type: component
Purpose
Break down large user stories, epics, or features into smaller, independently deliverable stories using systematic splitting patterns. Use this to make work more manageable, reduce risk, enable faster feedback cycles, and maintain flow in agile development. This skill applies to user stories, epics, and any work that's too large to complete in a single sprint.
This is not arbitrary slicing—it's strategic decomposition that preserves user value while reducing complexity.
Key Concepts
The Story Splitting Framework
Based on Richard Lawrence and Peter Green's "Humanizing Work Guide to Splitting User Stories," the framework provides 8 systematic patterns for splitting work:
1. **Workflow steps:** Split along sequential steps in a user's journey 2. **Business rule variations:** Split by different rule scenarios (permissions, calculations, etc.) 3. **Data variations:** Split by different data types or inputs 4. **Acceptance criteria complexity:** Split when multiple "When" or "Then" statements exist 5. **Major effort:** Split by technical milestones or implementation phases 6. **External dependencies:** Split along dependency boundaries (APIs, third parties, etc.) 7. **DevOps steps:** Split by deployment or infrastructure requirements 8. **Tiny Acts of Discovery (TADs):** When none of the above apply, use small experiments to unpack unknowns
Why Split Stories?
- **Faster feedback:** Smaller stories ship sooner, allowing earlier validation
- **Reduced risk:** Less to build = less that can go wrong
- **Better estimation:** Small stories are easier to estimate accurately
- **Maintain flow:** Keeps work moving through the sprint without bottlenecks
- **Testability:** Smaller scope = easier to write and run tests
Anti-Patterns (What This Is NOT)
- **Not horizontal slicing:** Don't split into "front-end story" and "back-end story" (each story should deliver user value)
- **Not task decomposition:** Stories aren't tasks ("Set up database," "Write API")
- **Not arbitrary chopping:** Don't split "Add user management" into "Add user" and "Management" (meaningless)
When to Use This
- Story is too large for a single sprint
- Multiple "When" or "Then" statements in acceptance criteria
- Epic needs to be broken down into deliverable increments
- Team can't reach consensus on story size or scope
- Story has multiple personas or workflows bundled together
When NOT to Use This
- Story is already small and well-scoped (don't over-split)
- Splitting would create dependencies that slow delivery
- The story is a technical task (use engineering task breakdown instead)
---
Application
Step 1: Identify the Original Story
Start with the story/epic/feature that needs splitting. Ensure it's written using the user story format (reference `skills/user-story/SKILL.md` or `skills/epic-hypothesis/SKILL.md`).
### Original Story:
[Story formatted with use case and acceptance criteria]
---
Step 2: Apply the Splitting Logic
Use `template.md` for the full fill-in structure and output format.
Work through the 8 splitting patterns in order. Stop when you find one that applies.
Pattern 1: Workflow Steps
**Ask:** Does this story contain multiple sequential steps?
**Example:**
- Original: "As a user, I want to sign up, verify my email, and complete onboarding"
- Split:
1. "As a user, I want to sign up with email/password" 2. "As a user, I want to verify my email via a confirmation link" 3. "As a user, I want to complete onboarding by answering 3 profile questions"
---
Pattern 2: Business Rule Variations
**Ask:** Does this story have different rules for different scenarios?
**Example:**
- Original: "As a user, I want to apply discounts (10% for members, 20% for VIPs, 5% for first-time buyers)"
- Split:
1. "As a member, I want to apply a 10% discount at checkout" 2. "As a VIP, I want to apply a 20% discount at checkout" 3. "As a first-time buyer, I want to apply a 5% discount at checkout"
---
Pattern 3: Data Variations
**Ask:** Does this story handle different types of data or inputs?
**Example:**
- Original: "As a user, I want to upload files (images, PDFs, videos)"
- Split:
1. "As a user, I want to upload image files (JPG, PNG)" 2. "As a user, I want to upload PDF documents" 3. "As a user, I want to upload video files (MP4, MOV)"
---
Pattern 4: Acceptance Criteria Complexity
**Ask:** Does this story have multiple "When" or "Then" statements?
**Example:**
- Original: "As a user, I want to manage my cart"
- When I add an item, Then it appears in my cart
- When I remove an item, Then it disappears from my cart
- When I update quantity, Then the cart total updates
- Split:
1. "As a user, I want to add items to my cart so I can purchase them later" 2. "As a user, I want to remove items from my cart so I can change my mind" 3. "As a user, I want to update item quantities so I can buy the right amount"
**Note:** This is the most common indicator that a story needs splitting. If you see multiple "When/Then" pairs, split along those boundaries.
---
Pattern 5: Major Effort
**Ask:** Does this story require significant technical work that can be delivered incrementally?
**Example:**
- Original: "As a user, I want real-time collaboration on documents"
- Split:
1. "As a user, I want to see who el
Read more
name: user-story-splitting description: Break a large story or epic into smaller deliverable stories using proven split patterns. Use when backlog items are too big for estimation, sequencing, or independent release. intent: >- Break down large user stories, epics, or features into smaller, independently deliverable stories using systematic splitting patterns. Use this to make work more manageable, reduce risk, enable faster feedback cycles, and maintain flow in agile development. This skill applies to user stories, epics, and any work that's too large to complete in a single sprint. type: component
Purpose
Break down large user stories, epics, or features into smaller, independently deliverable stories using systematic splitting patterns. Use this to make work more manageable, reduce risk, enable faster feedback cycles, and maintain flow in agile development. This skill applies to user stories, epics, and any work that's too large to complete in a single sprint.
This is not arbitrary slicing—it's strategic decomposition that preserves user value while reducing complexity.
Key Concepts
The Story Splitting Framework
Based on Richard Lawrence and Peter Green's "Humanizing Work Guide to Splitting User Stories," the framework provides 8 systematic patterns for splitting work:
1. **Workflow steps:** Split along sequential steps in a user's journey 2. **Business rule variations:** Split by different rule scenarios (permissions, calculations, etc.) 3. **Data variations:** Split by different data types or inputs 4. **Acceptance criteria complexity:** Split when multiple "When" or "Then" statements exist 5. **Major effort:** Split by technical milestones or implementation phases 6. **External dependencies:** Split along dependency boundaries (APIs, third parties, etc.) 7. **DevOps steps:** Split by deployment or infrastructure requirements 8. **Tiny Acts of Discovery (TADs):** When none of the above apply, use small experiments to unpack unknowns
Why Split Stories?
- **Faster feedback:** Smaller stories ship sooner, allowing earlier validation
- **Reduced risk:** Less to build = less that can go wrong
- **Better estimation:** Small stories are easier to estimate accurately
- **Maintain flow:** Keeps work moving through the sprint without bottlenecks
- **Testability:** Smaller scope = easier to write and run tests
Anti-Patterns (What This Is NOT)
- **Not horizontal slicing:** Don't split into "front-end story" and "back-end story" (each story should deliver user value)
- **Not task decomposition:** Stories aren't tasks ("Set up database," "Write API")
- **Not arbitrary chopping:** Don't split "Add user management" into "Add user" and "Management" (meaningless)
When to Use This
- Story is too large for a single sprint
- Multiple "When" or "Then" statements in acceptance criteria
- Epic needs to be broken down into deliverable increments
- Team can't reach consensus on story size or scope
- Story has multiple personas or workflows bundled together
When NOT to Use This
- Story is already small and well-scoped (don't over-split)
- Splitting would create dependencies that slow delivery
- The story is a technical task (use engineering task breakdown instead)
---
Application
Step 1: Identify the Original Story
Start with the story/epic/feature that needs splitting. Ensure it's written using the user story format (reference `skills/user-story/SKILL.md` or `skills/epic-hypothesis/SKILL.md`).
### Original Story: [Story formatted with use case and acceptance criteria]
---
Step 2: Apply the Splitting Logic
Use `template.md` for the full fill-in structure and output format.
Work through the 8 splitting patterns in order. Stop when you find one that applies.
Pattern 1: Workflow Steps
**Ask:** Does this story contain multiple sequential steps?
**Example:**
- Original: "As a user, I want to sign up, verify my email, and complete onboarding"
- Split:
1. "As a user, I want to sign up with email/password" 2. "As a user, I want to verify my email via a confirmation link" 3. "As a user, I want to complete onboarding by answering 3 profile questions"
---
Pattern 2: Business Rule Variations
**Ask:** Does this story have different rules for different scenarios?
**Example:**
- Original: "As a user, I want to apply discounts (10% for members, 20% for VIPs, 5% for first-time buyers)"
- Split:
1. "As a member, I want to apply a 10% discount at checkout" 2. "As a VIP, I want to apply a 20% discount at checkout" 3. "As a first-time buyer, I want to apply a 5% discount at checkout"
---
Pattern 3: Data Variations
**Ask:** Does this story handle different types of data or inputs?
**Example:**
- Original: "As a user, I want to upload files (images, PDFs, videos)"
- Split:
1. "As a user, I want to upload image files (JPG, PNG)" 2. "As a user, I want to upload PDF documents" 3. "As a user, I want to upload video files (MP4, MOV)"
---
Pattern 4: Acceptance Criteria Complexity
**Ask:** Does this story have multiple "When" or "Then" statements?
**Example:**
- Original: "As a user, I want to manage my cart"
- When I add an item, Then it appears in my cart
- When I remove an item, Then it disappears from my cart
- When I update quantity, Then the cart total updates
- Split:
1. "As a user, I want to add items to my cart so I can purchase them later" 2. "As a user, I want to remove items from my cart so I can change my mind" 3. "As a user, I want to update item quantities so I can buy the right amount"
**Note:** This is the most common indicator that a story needs splitting. If you see multiple "When/Then" pairs, split along those boundaries.
---
Pattern 5: Major Effort
**Ask:** Does this story require significant technical work that can be delivered incrementally?
**Example:**
- Original: "As a user, I want real-time collaboration on documents"
- Split:
1. "As a user, I want to see who el
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