How do I generate user stories?

Run python scripts/user_story_generator.py. It breaks epics into stories, validates them against INVEST criteria, and adds acceptance criteria, point estimates, and priorities.

How do I plan a sprint?

Run python scripts/user_story_generator.py sprint [capacity], passing your team's capacity. The script plans the sprint against that capacity.

What does INVEST compliance mean here?

Generated stories are validated against INVEST criteria, the standard checks for well-formed user stories.

Can it help with agile ceremonies?

Yes. The skill is intended for story writing, sprint planning, stakeholder communication, and agile ceremonies.

Agile Product Owner

SkillAI & models

agile-product-owner is a skill that turns an AI agent into an agile product ownership assistant. It supports INVEST-compliant user story generation, sprint planning, backlog prioritization, and velocity tracking, so a product owner can hand story writing and sprint preparation work to the agent.

Use Agile Product Owner in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Agile Product Owner and connect your AI. About a minute.

Claude ChatGPT Ahel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use the Agile Product Owner skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

No other account needed.

Have an agent setup that can load skills and run Python scripts.

Agile Product OwnerStart free

What your AI can do with it

Generates INVEST-compliant user stories from epics via user_story_generator.py
Creates acceptance criteria automatically for each story
Assigns point estimates and priorities to stories
Plans sprints against team capacity with the sprint command
Prioritizes and manages the backlog
Tracks velocity and agile metrics

Getting started

Have an agent setup that can load skills and run Python scripts.
Add the agile-product-owner skill to the agent.
Run scripts/user_story_generator.py to generate user stories from an epic.
Run scripts/user_story_generator.py sprint [capacity] to plan a sprint against team capacity.

What this skill tells your AI

The instructions your AI receives, as published by davila7/claude-code-templates in cli-tool/components/skills/business-marketing/agile-product-owner/SKILL.md and read by ahel’s review.

Complete toolkit for Product Owners to excel at backlog management and sprint execution.

Core Capabilities

INVEST-compliant user story generation
Automatic acceptance criteria creation
Sprint capacity planning
Backlog prioritization
Velocity tracking and metrics

Key Scripts

user_story_generator.py

Generates well-formed user stories with acceptance criteria from epics.

Usage:

Generate stories: python scripts/user_story_generator.py
Plan sprint: python scripts/user_story_generator.py sprint [capacity]

Features:

Breaks epics into stories
INVEST criteria validation
Automatic point estimation
Priority assignment
Sprint planning with capacity

Signals

GitHub stars: 32k
Forks: 4k
Last commit: Oct 2026

Others that do the same job

agile-product-owner
Skill · microck agile-product-owner
Skill · ovachiever

Questions

How do I generate user stories?: Run python scripts/user_story_generator.py. It breaks epics into stories, validates them against INVEST criteria, and adds acceptance criteria, point estimates, and priorities.
How do I plan a sprint?: Run python scripts/user_story_generator.py sprint [capacity], passing your team's capacity. The script plans the sprint against that capacity.
What does INVEST compliance mean here?: Generated stories are validated against INVEST criteria, the standard checks for well-formed user stories.
Can it help with agile ceremonies?: Yes. The skill is intended for story writing, sprint planning, stakeholder communication, and agile ceremonies.

Advanced

Item type: skill
Key: agile-product-owner-davila7
Source: github.com/davila7/claude-code-templates

github.com/davila7/claude-code-templates