Break a large story or epic into smaller deliverable stories using proven split patterns.
SkillScore86Maintained
Automatic
◆Product Management pack
Last verified 8/23/2026
What it changes
Passed 19 of 22 test cases with the skill, and 9 of 22 without it.
Without skill41%
With skill86%
Checks it passed that the model alone missed
The response labels the split using the Workflow Steps pattern.
The response labels the split using the Data Variations pattern.
The response identifies this as task decomposition masked as user stories.
and 11 more in the full report
10 fixed9 passed either way3 still failing0 broke
Pass-rate lift
+45 pp
Tokens
+108%
Agent turns
0%
Response time
-21%
Model gemini-3.6-flashMeasured 8/23/2026v119 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 10
Prompt
Our backend engineer needs to set up the PostgreSQL database schema, create migration scripts, configure connection pooling, and set up SSL certificates for our microservice database. How should we split this story into smaller user stories for the sprint?
What was checked, without and with the skill
Checked
Without skill
With skill
The response identifies that infrastructure configuration is an engineering task rather than a user-facing story needing story splitting patterns.
Missed
Passed
The response recommends treating the work as technical tasks rather than splitting into separate user stories.
Missed
Passed
case-04 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md294 linessingle file
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:
Workflow steps: Split along sequential steps in a user's journey
Business rule variations: Split by different rule scenarios (permissions, calculations, etc.)
Data variations: Split by different data types or inputs
Acceptance criteria complexity: Split when multiple "When" or "Then" statements exist
Major effort: Split by technical milestones or implementation phases
External dependencies: Split along dependency boundaries (APIs, third parties, etc.)
DevOps steps: Split by deployment or infrastructure requirements
Tiny Acts of Discovery (TADs): When none of the above apply, use small experiments to unpack unknowns