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agile-product-owner

Agile product ownership for backlog management and sprint execution.

Skill by Infrasity-Labs

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/infrasity-labs-agile-product-owner

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.

Use cases: writing

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/agile-product-owner

What's inside

Skill name
agile-product-owner
Description
Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking. Use when writing user stories, creating acceptance criteria, planning sprints, estimating story points, breaking down epics, or prioritizing the backlog.
License
MIT
Instructions
384 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (6)

  • SKILL.md
  • sprint_planning_template.md · assets/
  • user_story_template.md · assets/
  • sprint-planning-guide.md · references/
  • user-story-templates.md · references/
  • user_story_generator.py · scripts/

SKILL.md (first lines)

# Agile Product Owner

Backlog management and sprint execution toolkit for product owners, including user story generation, acceptance criteria patterns, sprint planning, and velocity tracking.

---

## Table of Contents

- [What Makes This Skill Different](#what-makes-this-skill-different)
- [User Story Generation Workflow](#user-story-generation-workflow)
- [Acceptance Criteria Patterns](#acceptance-criteria-patterns)
- [Epic Breakdown Workflow](#epic-breakdown-workflow)
- [Sprint Planning Workflow](#sprint-planning-workflow)
- [Backlog Prioritization](#backlog-prioritization)
- [Reference Documentation](#reference-documentation)
- [Tools](#tools)

---

## What Makes This Skill Different

- **Capacity math that aligns with reality:** sprint capacity is based on velocity × availability factor, not hope.
- **Acceptance criteria scaled by story size:** minimum AC counts map to story points to avoid under-spec'ing large items.
- **Weighted prioritization that stays consistent:** value 40%, impact 30%, risk 15%, effort 15% keeps tradeoffs explicit.
- **Systematic epic splitting techniques:** five concrete split patterns prevent oversized stories.
- **INVEST validation baked into workflows:** every story includes a validation step, not just guidance.

## User Story Generation Workflow

Create INVEST-compliant user stories from requirements:

1. Identify the persona (who benefits from this feature)
2. Define the action or capability needed
3. Articulate the benefit or value delivered
4. Write acceptance criteria using Given-When-Then
5. Estimate story points using Fibonacci scale
6. Validate against INVEST criteria
7. Add to backlog with priority
8. **Validation:** Story passes all INVEST criteria; acceptance criteria are testable

### User Story Template

```
As a [persona],
I want to [action/capability],
So that [benefit/value].
```

**Example:**
```
As a marketing manager,
I want to export campaign reports to PDF,
So that I can share results with stakeholders who don't have system access.
```

### Story Types

| Type | Template | Example |
|------|----------|---------|
| Feature | As a [persona], I want to [action] so that [benefit] | As a user, I want to filter search results so that I find items faster |
| Improvement | As a [persona], I need [capability] to [goal] | As a user, I need faster page loads to complete tasks without frustration |
| Bug Fix | As a [persona], I expect [behavior] when [condition] | As a user, I expect my cart to persist when I refresh the page |
| Enabler | As a developer, I need to [technical task] to enable [capability] | As a developer, I need to implement caching to enable instant search |

### Persona Reference

| Persona | Typical Needs | Context |
|---------|--------------|---------|
| End User | Efficiency, simplicity, reliability | Daily feature usage |
| Administrator | Control, visibility, security | System management |
| Power User | Automation, customization, shortcuts | Expert workflows |
| New User | Guidance, learning, safety | Onboarding |

---

## Acceptance Criteria Patterns

Write testable acceptance criteria using Given-When-Then format.

### Given-When-Then Template

```
Given [precondition/context],
When [action/trigger],
Then [expected outcome].
```

**Examples:**
```
Given the user is logged in with valid credentials,
When they click the "Export" button,
Then a PDF download starts within 2 seconds.

Given the user has entered an invalid email format,
When they submit the registration form,
Then an inline error message displays "Please enter a valid email address."

Given the shopping cart contains items,
When the user refreshes the browser,
Then the cart contents remain unchanged.
```

### Acceptance Criteria Checklist

Each story should include criteria for:

| Category | Example |
|----------|---------|
| Happy Path | Given valid input, When submitted, Then success message displayed |
| Validation | Should reject input when required field is empty |
| Error Handling | Must show user-friendly message when API fails |
| Performance | Should complete operation within 2 seconds |
| Accessibility | Must be navigable via keyboard only |

### Minimum Criteria by Story Size

| Story Points | Minimum AC Count |
|--------------|------------------|
| 1-2 | 3-4 criteria |

From Infrasity-Labs/dev-gtm-claude-skills, MIT.

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Stars
144
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Last commit (this folder)
Jun 18, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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agile-product-owner skill. Agent Mart. https://agentmart.dev/skills/infrasity-labs-agile-product-owner (last updated 2026-10-24)