Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.
apm install @deanpeters/epic-breakdown-advisor
[](https://apm-p1ls2dz87-atlamors-projects.vercel.app/packages/@deanpeters/epic-breakdown-advisor)---
name: epic-breakdown-advisor
description: Break down epics into user stories with Humanizing Work split patterns. Use when a backlog item is too large to estimate, sequence, or deliver safely.
intent: >-
Guide product managers through breaking down epics into user stories using Richard Lawrence's complete Humanizing Work methodology—a systematic, flowchart-driven approach that applies 9 splitting patterns sequentially. Use this to identify which pattern applies, split while preserving user value, and evaluate splits based on what they reveal about low-value work you can eliminate. This ensures vertical slicing (end-to-end value) rather than horizontal slicing (technical layers).
type: interactive
best_for:
- "Splitting epics into smaller vertical slices"
- "Choosing the right story split pattern for a large backlog item"
- "Turning vague feature blobs into sprint-sized stories"
scenarios:
- "Break this onboarding epic into smaller user stories"
- "Help me split a large reporting feature before sprint planning"
- "Which story-splitting pattern should I use for this admin workflow epic?"
---
## Purpose
Guide product managers through breaking down epics into user stories using Richard Lawrence's complete Humanizing Work methodology—a systematic, flowchart-driven approach that applies 9 splitting patterns sequentially. Use this to identify which pattern applies, split while preserving user value, and evaluate splits based on what they reveal about low-value work you can eliminate. This ensures vertical slicing (end-to-end value) rather than horizontal slicing (technical layers).
This is not arbitrary slicing—it's a proven, methodical process that starts with validation, walks through patterns in order, and evaluates results strategically.
## Key Concepts
### Core Principles: Vertical Slices Preserve Value
A user story is "a description of a change in system behavior from the perspective of a user." Splitting must maintain **vertical slices**—work that touches multiple architectural layers and delivers observable user value—not horizontal slices addressing single components (e.g., "front-end story" + "back-end story").
### The Three-Step Process
1. **Pre-Split Validation:** Check if story satisfies INVEST criteria (except "Small")
2. **Apply Splitting Patterns:** Work through 9 patterns sequentially until one fits
3. **Evaluate Splits:** Choose the split that reveals low-value work or produces equal-sized stories
### The 9 Splitting Patterns (In Order)
1. **Workflow Steps** — Thin end-to-end slices, not step-by-step
2. **Operations (CRUD)** — Create, Read, Update, Delete as separate stories
3. **Business Rule Variations** — Different rules = different stories
4. **Data Variations** — Different data types/structures
5. **Data Entry Methods** — Simple UI first, fancy UI later
6. **Major Effort** — "Implement one + add remaining"
7. **Simple/Complex** — Core simplest version first, variations later
8. **Defer Performance** — "Make it work" before "make it fast"
9. **Break Out a Spike** — Time-box investigation when uncertainty blocks splitting
### Meta-Pattern (Applies Across All Patterns)
1. Identify the core complexity
2. List all variations
3. Reduce variations to **one complete slice**
4. Make other variations separate stories
### Why This Works
- **Prevents arbitrary splitting:** Methodical checklist prevents guessing
- **Preserves user value:** Every story delivers observable value
- **Reveals waste:** Good splits expose low-value work you can deprioritize
- **Repeatable:** Apply to any epic consistently
---
### Facilitation Source of Truth
Use [`workshop-facilitation`](../workshop-facilitation/SKILL.md) as the default interaction protocol for this skill.
It defines:
- session heads-up + entry mode (Guided, Context dump, Best guess)
- one-question turns with plain-language prompts
- progress labels (for example, Context Qx/8 and Scoring Qx/5)
- interruption handling and pause/resume behavior
- numbered recommendations at decision points
- quick-select numbered response options for regular questions (include `Other (specify)` when useful)
This file defines the domain-specific assessment content. If there is a conflict, follow this file's domain logic.
## Application
### Step 0: Provide Epic Context
**Agent asks:**
Please share your epic:
- Epic title/ID
- Description or hypothesis
- Acceptance criteria (especially multiple "When/Then" pairs)
- Target persona
- Rough estimate
**You can paste from Jira, Linear, or describe briefly.**
---
### Step 1: Pre-Split Validation (INVEST Check)
**Before splitting, verify your story satisfies INVEST criteria (except "Small"):**
**Agent asks questions sequentially:**
**1. Independent?**
"Can this story be prioritized and developed without hard technical dependencies on other stories?"
**Options:**
- Yes — No blocking dependencies
- No — Requires other work first (flag this)
---
**2. Negotiable?**
"Does this story leave room for the team to discover implementation details collaboratively, rather than prescribing exact solutions?"
**Options:**
- Yes — It's a conversation starter, not a spec
- No — It's too prescriptive (may need reframing)
---
**3. Valuable?**
"Does this story deliver observable value to a user? (If not, combine it with related work rather than splitting.)"
**Options:**
- Yes — Users see/experience something different
- No — It's a technical task (not a user story—don't split, reframe)
**⚠️ Critical Check:** If story fails "Valuable," STOP. Don't split. Instead, combine with other work to create a meaningful increment.
---
**4. Estimable?**
"Can your team size this story relatively (even if roughly)?"
**Options:**
- Yes — Team can estimate days/points
- No — Too much uncertainty (may need spike first)
---
**5. Testable?**
"Does this story have concrete acceptance criteria that QA can verify?"
**Options:**
- Yes — Clear pass/fail conditions
- No — Needs clearer acceptance criteria (refine before splitting)
---
**If story passes all checks → Proceed to Step 2 (Splitting Patterns)**
**If story fails any check → Fix the issue before splitting**
---
### Step 2: Apply Splitting Patterns Sequentially
Work through patterns in order. For each pattern, ask "Does this apply?"
---
### Pattern 1: Workflow Steps
**Key insight:** Split into **thin end-to-end slices**, not step-by-step. Start with a simple case covering the **full workflow**, then add intermediate steps as separate stories.
**Agent asks:**
"Does your epic involve a multi-step workflow where you could deliver a simple case first, then add intermediate steps later?"
**Example:**
- **Original:** "Publish content (requires editorial review, legal approval, staging)"
- **❌ Wrong split (step-by-step):** Story 1 = Editorial review, Story 2 = Legal approval, Story 3 = Publish
- **✅ Right split (thin end-to-end):**
- Story 1: Publish content (simple path: author uploads, content goes live immediately—no reviews)
- Story 2: Add editorial review step (now content waits for editor approval before going live)
- Story 3: Add legal approval step (content waits for legal + editorial before going live)
**Each story delivers full workflow**, just with increasing sophistication.
**Options:**
1. **Yes, multi-step workflow** → "Describe the workflow steps"
2. **No, single step** → Continue to Pattern 2
**If YES:** Agent generates thin end-to-end slice splits.
---
### Pattern 2: Operations (CRUD)
**Key insight:** The word "manage" signals multiple operations. Split into Create, Read, Update, Delete.
**Agent asks:**
"Does your epic use words like 'manage,' 'handle,' or 'maintain'? If so, it likely bundles multiple operations (CRUD)."
**Example:**
- **Original:** "Manage user accounts"
- **Split:**
- Story 1: Create user account
- Story 2: View user account details
- Story 3: Edit user account info
- Story 4: Delete user account
**Options:**
1. **Yes, contains multiple operations** → "List the operations (Create/Read/Update/Delete/etc.)"
2. **No, single operation** → Continue to Pattern 3
**If YES:** Agent generates one story per operation.
---
### Pattern 3: Business Rule Variations
**Key insight:** When identical functionality operates under different rules, each rule becomes its own story.
**Agent asks:**
"Does your epic have different business rules for different scenarios (user types, regions, tiers, conditions)?"
**Example:**
- **Original:** "Flight search with flexible dates (date range, specific weekends, date offsets)"
- **Split:**
- Story 1: Search by date range (+/- N days)
- Story 2: Search by specific weekends only
- Story 3: Search by date offsets (N days before/after)
**Options:**
1. **Yes, different rules** → "Describe the rule variations"
2. **No, same rules for all** → Continue to Pattern 4
**If YES:** Agent generates one story per rule variation.
---
### Pattern 4: Data Variations
**Key insight:** Complexity from handling different data types or structures. Add variations **just-in-time** as needed.
**Agent asks:**
"Does your epic handle different data types, formats, or structures (e.g., file types, geographic levels, user attributes)?"
**Example:**
- **Original:** "Geographic search (counties, cities/towns/neighborhoods, custom provider areas)"
- **Split:**
- Story 1: Search by county
- Story 2: Add city/town/neighborhood search
- Story 3: Add custom provider area search
**Options:**
1. **Yes, different data types** → "List the data variations"
2. **No, single data type** → Continue to Pattern 5
**If YES:** Agent generates one story per data variation (deliver simplest first).
---
### Pattern 5: Data Entry Methods
**Key insight:** UI complexity independent of core functionality. Build simplest interface first, then add sophisticated UI as follow-ups.
**Agent asks:**
"Does your epic include fancy UI elements (date pickers, autocomplete, drag-and-drop) that aren't essential to core functionality?"
**Example:**
- **Original:** "Search with calendar date picker"
- **Split:**
- Story 1: Search by date (basic text input: "YYYY-MM-DD")
- Story 2: Add visual calendar picker UI
**Options:**
1. **Yes, fancy UI elements** → "Describe the UI enhancements"
2. **No, basic UI only** → Continue to Pattern 6
**If YES:** Agent generates Story 1 = basic input, Story 2+ = UI enhancements.
---
### Pattern 6: Major Effort
**Key insight:** When **initial implementation** carries most complexity, with additions being trivial. Frame as "implement one + add remaining."
**Agent asks:**
"Does your epic involve building infrastructure where the **first implementation** is hard, but adding more is easy?"
**Example:**
- **Original:** "Accept credit card payments (Visa, Mastercard, Amex, Discover)"
- **Split:**
- Story 1: Accept Visa payments (build full payment infrastructure)
- Story 2: Add Mastercard, Amex, Discover support (trivial additions)
**⚠️ Note:** First story does the heavy lift (payment gateway, security, compliance). Subsequent stories are small additions.
**Options:**
1. **Yes, major effort pattern** → "What's the first implementation + what are the additions?"
2. **No, no infrastructure work** → Continue to Pattern 7
**If YES:** Agent generates Story 1 = build infrastructure, Story 2 = add remaining variants.
---
### Pattern 7: Simple/Complex
**Key insight:** Identify story's core by asking "What's the simplest version?" Extract variations into separate stories.
**Agent asks:**
"What's the **simplest version** of this epic that still delivers value? Can you strip away complexity and add it back later?"
**Example:**
- **Original:** "Flight search (with max stops, nearby airports, flexible dates)"
- **Split:**
- Story 1: Basic flight search (origin, destination, date)
- Story 2: Add max stops filter
- Story 3: Add nearby airports option
- Story 4: Add flexible dates option
**Options:**
1. **Yes, can identify simplest core** → "Describe the simplest version + what variations to defer"
2. **No, it's already simple** → Continue to Pattern 8
**If YES:** Agent generates Story 1 = simplest core, Story 2+ = variations.
---
### Pattern 8: Defer Performance
**Key insight:** Split "make it work" from "make it fast." Non-functional requirements (performance, security, scalability) can follow functional delivery.
**Agent asks:**
"Can you deliver functional value first, then optimize performance/security/scalability later?"
**Example:**
- **Original:** "Real-time search with <100ms response time"
- **Split:**
- Story 1: Search works (functional, no performance guarantee)
- Story 2: Optimize search to <100ms (add caching, indexing)
**Options:**
1. **Yes, can defer optimization** → "What's the functional version + what's the optimization?"
2. **No, performance is essential** → Continue to Pattern 9
**If YES:** Agent generates Story 1 = functional, Story 2 = optimize.
---
### Pattern 9: Break Out a Spike
**Key insight:** Last resort when **uncertainty prevents splitting**. Time-box investigation to answer specific questions, then split implementation story with better understanding.
**Agent says:**
"None of patterns 1-8 apply, which suggests **high uncertainty**. Before splitting, run a **spike** to reduce uncertainty."
**A spike is a time-boxed investigation (not a story), answering questions like:**
- Is this technically feasible?
- Which approach performs best?
- What does the API actually return?
**Agent asks:**
"What's the biggest unknown preventing you from splitting this epic?"
**Options:**
1. **Technical feasibility** — "Can we build this with our stack?"
2. **Approach uncertainty** — "Multiple ways to solve it, unclear which is best"
3. **External dependency** — "Don't know what third-party API provides"
**Agent recommends:**
→ "Run a 1-2 day spike to answer [question]. After the spike, come back and we'll split the epic with better understanding."
**⚠️ Spikes produce learning, not shippable code. After the spike, restart at Pattern 1.**
---
### Step 3: Evaluate Split Quality
**After splitting, evaluate using these criteria:**
**Agent asks:**
**1. Does this split reveal low-value work you can deprioritize or eliminate?**
- Good splits expose the 80/20 principle: most value concentrates in a small portion of functionality
- Example: After splitting "Flight search" into 4 stories, you realize "flexible dates" is rarely used → deprioritize or kill it
**2. Does this split produce more equally-sized stories?**
- Equal-sized stories give Product Owners greater prioritization flexibility
- Example: Instead of one 10-day epic, five 2-day stories allow reordering mid-sprint
**If split doesn't satisfy either criterion, try a different pattern.**
---
### Meta-Pattern Application
**Across all patterns, follow this sequence:**
1. **Identify core complexity** — What makes this epic hard?
2. **List variations** — What are all the different ways/cases/rules?
3. **Reduce to one complete slice** — Pick the simplest variation that still delivers end-to-end value
4. **Make other variations separate stories**
---
### Cynefin Domain Considerations
**Strategy shifts based on complexity domain:**
**Agent asks:**
"How much uncertainty surrounds this epic?"
**Options:**
1. **Low uncertainty (Obvious/Complicated domain)** — "We know what to build; it's just engineering work"
→ Find all stories, prioritize by value/risk
2. **High uncertainty (Complex domain)** — "We're not sure what customers want or what will work"
→ Identify 1-2 **learning stories**; avoid exhaustive enumeration (work itself teaches what matters)
3. **Chaos** — "Everything is on fire; priorities shift daily"
→ **Defer splitting** until stability emerges; focus on stabilization first
---
### Output: Generate Story Breakdown
```markdown
# Epic Breakdown Plan
**Epic:** [Original epic]
**Pre-Split Validation:** ✅ Passes INVEST (except Small)
**Splitting Pattern Applied:** [Pattern name]
**Rationale:** [Why this pattern fits]
---
## Story Breakdown
### Story 1: [Title] (Simplest Complete Slice)
**Summary:** [User-value-focused title]
**Use Case:**
- **As a** [persona]
- **I want to** [action]
- **so that** [outcome]
**Acceptance Criteria:**
- **Given:** [Preconditions]
- **When:** [Action]
- **Then:** [Outcome]
**Why This First:** [Delivers core value; simpler variations follow]
**Estimated Effort:** [Days/points]
---
### Story 2: [Title] (First Variation)
[Repeat...]
---
### Story 3: [Title] (Second Variation)
[Repeat...]
---
## Split Evaluation
✅ **Does this split reveal low-value work?**
- [Analysis: Which stories could be deprioritized/eliminated?]
✅ **Does this split produce equal-sized stories?**
- [Analysis: Are stories roughly equal in effort?]
---
## INVEST Validation (Each Story)
✅ **Independent:** Stories can be developed in any order
✅ **Negotiable:** Implementation details can be discovered collaboratively
✅ **Valuable:** Each story delivers observable user value
✅ **Estimable:** Team can size each story
✅ **Small:** Each story fits in 1-5 days
✅ **Testable:** Clear acceptance criteria for each
---
## Next Steps
1. **Review with team:** Do PM, design, engineering agree?
2. **Check for further splitting:** Are any stories still >5 days? If yes, **restart at Pattern 1** for that story.
3. **Prioritize:** Which story delivers most value first?
4. **Consider eliminating:** Did split reveal low-value stories? Kill or defer them.
---
**If stories are still too large, re-apply patterns starting at Pattern 1.**
```
---
## Examples
### Example 1: Pattern 1 Applied (Workflow Steps - Thin End-to-End)
**Epic:** "Publish blog post (requires editorial review, legal approval, staging)"
**Pre-Split Validation:** ✅ Passes INVEST
**Pattern 1:** "Does this have workflow steps?" → YES ✅
**❌ Wrong Split (Step-by-Step):**
1. Editorial review story
2. Legal approval story
3. Publish story
→ Problem: Story 1 doesn't deliver value (users see nothing)
**✅ Right Split (Thin End-to-End):**
1. **Publish post (simple path)** — Author uploads, post goes live immediately (no reviews)
2. **Add editorial review** — Post now waits for editor approval before going live
3. **Add legal approval** — Post waits for legal + editorial before going live
**Why this works:** Each story delivers **full workflow**, just with increasing sophistication.
---
### Example 2: Pattern 2 Applied (CRUD Operations)
**Epic:** "Manage user profiles"
**Pattern 2:** "Does this say 'manage'?" → YES ✅ (signals CRUD)
**Split:**
1. Create user profile
2. View user profile details
3. Edit user profile info
4. Delete user profile
**Split Evaluation:**
- ✅ **Reveals low-value work:** After analysis, "Delete profile" is rarely used → deprioritize
- ✅ **Equal-sized stories:** Each 1-2 days
---
### Example 3: Pattern 7 Applied (Simple/Complex)
**Epic:** "Flight search with max stops, nearby airports, flexible dates"
**Pattern 7:** "What's the simplest version?" → Basic search ✅
**Split:**
1. Basic flight search (origin, destination, date) — **Core value**
2. Add max stops filter — **Enhancement**
3. Add nearby airports option — **Enhancement**
4. Add flexible dates option — **Enhancement**
**Split Evaluation:**
- ✅ **Reveals low-value work:** User research shows "flexible dates" rarely used → kill or defer
- ✅ **Equal-sized stories:** Story 1 = 3 days, others = 1 day each
---
### Example 4: Iterative Splitting (Multiple Patterns)
**Epic:** "Checkout flow with discounts (member, VIP, first-time) and payment (Visa, Mastercard, Amex)"
**First Pass - Pattern 1 (Workflow):** YES ✅
- Story 1: Add items to cart
- Story 2: Apply discount
- Story 3: Complete payment
**Check Story 2 ("Apply discount"):** Still 4 days → Too large, re-split
**Second Pass on Story 2 - Pattern 3 (Business Rules):** YES ✅
- Story 2a: Apply member discount (10%)
- Story 2b: Apply VIP discount (20%)
- Story 2c: Apply first-time discount (5%)
**Check Story 3 ("Complete payment"):** Still 5 days → Too large, re-split
**Third Pass on Story 3 - Pattern 6 (Major Effort):** YES ✅
- Story 3a: Accept Visa payments (build payment infrastructure)
- Story 3b: Add Mastercard, Amex support
**Final Breakdown:** 6 stories, all 1-2 days each
---
## Common Pitfalls
### Pitfall 1: Skipping Pre-Split Validation
**Symptom:** Jump straight to splitting without checking INVEST
**Consequence:** Split a story that shouldn't be split (e.g., not Valuable = technical task)
**Fix:** Always run Step 1 (INVEST check) before Step 2 (splitting patterns)
---
### Pitfall 2: Step-by-Step Workflow Splitting (Pattern 1 Done Wrong)
**Symptom:** Story 1 = "Editorial review," Story 2 = "Legal approval"
**Consequence:** Stories don't deliver end-to-end value
**Fix:** Each story should cover **full workflow** (thin end-to-end slice), just with increasing sophistication
---
### Pitfall 3: Horizontal Slicing (Technical Layers)
**Symptom:** "Story 1: Build API. Story 2: Build UI."
**Consequence:** Neither story delivers user value
**Fix:** Vertical slicing—each story includes front-end + back-end to deliver observable user behavior
---
### Pitfall 4: Forcing a Pattern That Doesn't Fit
**Symptom:** "We'll split by workflow even though there's no sequence"
**Consequence:** Arbitrary, meaningless split
**Fix:** If pattern doesn't apply, say NO and continue to next pattern
---
### Pitfall 5: Not Re-Splitting Large Stories
**Symptom:** Split epic into 3 stories, but each is still 5+ days
**Consequence:** Stories too large for sprint
**Fix:** **Restart at Pattern 1** for each large story until all are 1-5 days
---
### Pitfall 6: Ignoring Split Evaluation (Step 3)
**Symptom:** Split but don't evaluate if it reveals low-value work
**Consequence:** Miss opportunity to eliminate waste
**Fix:** After splitting, ask: "Does this reveal work we can kill or defer?"
---
## Practice & Skill Development
**Humanizing Work recommendation:** Teams reach fluency in **2.5-3 hours** across multiple practice sessions.
**Practice approach:**
1. **Analyze recently completed features** (hindsight makes patterns obvious)
2. **Walk completed work through the flowchart** — Which pattern would have applied?
3. **Find multiple split approaches** for each feature
4. **Build shared vocabulary** of domain-specific pattern examples
**Don't skip practice work.** Skill develops through analyzing past deliverables, not just refining future work.
---
## References
### Related Skills
- `user-story-splitting.md` — The 9 patterns in detail
- `user-story.md` — Format for writing stories
- `epic-hypothesis.md` — Original epic format
### External Frameworks
- Richard Lawrence & Peter Green, *The Humanizing Work Guide to Splitting User Stories* — Complete methodology
- Bill Wake, *INVEST in Good Stories* (2003) — Quality criteria
### Sources
- https://www.humanizingwork.com/the-humanizing-work-guide-to-splitting-user-stories/
---
**Skill type:** Interactive
**Suggested filename:** `epic-breakdown-advisor.md`
**Suggested placement:** `/skills/interactive/`
**Dependencies:** Uses `user-story-splitting.md`, `user-story.md`, `epic-hypothesis.md`