epic-breakdown-advisor
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.
What this skill does
## 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 dat
Related in General
modeling-omnistudio-epc-catalog
IncludedSalesforce Industries CME EPC product-modeling skill for Product2-based catalog creation. Use when creating EPC products, configuring product attributes, building offer bundles with Product Child Items, or reviewing EPC DataPack JSON metadata for product catalog changes. TRIGGER when: user creates or updates Product2 EPC records, AttributeAssignment payloads, AttributeMetadata/AttributeDefaultValues, Offer bundles, or ProductChildItem relationships. DO NOT TRIGGER when: designing OmniScripts/FlexCards/Integration Procedures (use building-omnistudio-omniscript, building-omnistudio-flexcard, or building-omnistudio-integration-procedure), implementing Apex business logic (use generating-apex), or troubleshooting deployment pipelines (use deploying-metadata).
relationship-science-coach
IncludedUse this skill for direct, practical adult relationship coaching: couples conflict, repair, trust, marriage, dating, flirting, attachment patterns, emotional connection, sex, desire differences, eroticism, kink negotiation, affection, love languages, breakups, and long-term passion. Draw on Gottman, EFT and Hold Me Tight, attachment science, modern sex research, Perel, Nagoski, Kerner, Schnarch, Love and Stosny, and flexible love-language tools. Be concrete and low-hedge. Redirect only for imminent danger, abuse, coercive control, minors, non-consent, self-harm, stalking, or medical/legal/psychiatric decisions.
building-sf-integrations
IncludedSalesforce integration architecture and runtime plumbing with 120-point scoring. Use this skill to set up Named Credentials, External Credentials, External Services, REST/SOAP callout patterns, Platform Events, and Change Data Capture. TRIGGER when: user sets up Named Credentials, External Services, REST/SOAP callouts, Platform Events, CDC, or touches .namedCredential-meta.xml files. DO NOT TRIGGER when: Connected App/OAuth config (use configuring-connected-apps), Apex-only logic (use generating-apex), or data import/export (use handling-sf-data).
venue-templates
IncludedAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). This skill should be used when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
let-fate-decide
IncludedDraws the 12 Houses of the Zodiac Tarot spread to inject entropy into planning when prompts are vague, ambiguous, or casually delegated. Interprets the spread to guide next steps. Use when the user says 'let fate decide', 'YOLO', 'whatever', 'idk', or other nonchalant phrases, makes Yu-Gi-Oh references, or when you are about to arbitrarily pick between multiple reasonable approaches. Prefer over ask-questions-if-underspecified when the user's tone is casual or playful rather than precision-seeking.
net-ops
IncludedCross-platform network troubleshooting (Windows, macOS, Linux) via local or remote shell. Use for: DNS broken, can't resolve hostnames, nslookup/dig works but apps fail, NRPT, WFP, scutil, /etc/resolver, systemd-resolved, /etc/resolv.conf, NetworkManager, VPN DNS leak residue (ProtonVPN/Mullvad/WireGuard/AnyConnect), AV/firewall blocking DNS or DoH, Tailscale DNS interaction, intermittent connectivity, remote diagnostics over SSH.