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Agile Product Owner · alirezarezvani | DecimalAI

productivityby alirezarezvani

Agile Product Owner

alirezarezvani/agile-product-owner

Source alirezarezvani/claude-skills ↗License MIT

Agile product ownership for backlog management and sprint execution. Covers user story writing, acceptance criteria, sprint planning, and velocity tracking.

SkillScore86Maintained

Automatic

Product Management pack

Last verified 8/4/2026

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

Sets stretch goals at 15% of adjusted capacity.
Includes a stretch section totaling 15% of capacity.
Calculates committed work at 85% of adjusted capacity.

and 16 more in the full report

11 fixed8 passed either way2 still failing1 broke

Pass-rate lift: +45 pp
Tokens: +145%
Agent turns: 0%
Response time: +14%

Model gemini-3.6-flashMeasured 8/4/2026v119 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/alirezarezvani-agile-product-owner/SKILL.md https://app.decimal.ai/s/alirezarezvani-agile-product-owner/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add alirezarezvani-agile-product-owner, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/alirezarezvani-agile-product-owner/ and pins it in .decimal/skills.lock

decimalai skills add alirezarezvani-agile-product-owner

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/alirezarezvani-agile-product-owner/SKILL.md https://app.decimal.ai/s/alirezarezvani-agile-product-owner/SKILL.md

Raw file: /s/alirezarezvani-agile-product-owner/SKILL.md ↗ · machine-readable summary at /s/alirezarezvani-agile-product-owner.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 11

Prompt

Our team is preparing for Sprint 12 planning. Our baseline average velocity is 32 points, but one developer is taking a full week off during this two-week sprint. Here is our candidate backlog list of 8 items with point values totaling 38 points. Please calculate our realistic capacity for this sprint based on team availability, and generate a sprint loading plan that separates the selected items into committed work and stretch goals.

What was checked, without and with the skill
Checked	Without skill	With skill
Uses an availability factor of 0.9 to calculate an adjusted capacity of 28.8 points.	Missed	Passed
Allocates committed work to approximately 85% of adjusted capacity.	Missed	Passed
Allocates stretch work to approximately 15% of adjusted capacity.	Missed	Passed

case-02 · gemini-3.6-flash · 8/4/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md387 linessingle file

Agile Product Owner

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

What Makes This Skill Different
User Story Generation Workflow
Acceptance Criteria Patterns
Epic Breakdown Workflow
Sprint Planning Workflow
Backlog Prioritization
Reference Documentation
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:

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

Track record

Benchmark

19 / 22

test cases passed, vs 9 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

alirezarezvani / claude-skills

.gemini/skills/agile-product-owner/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

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See it in action

What's inside

Agile Product Owner

Table of Contents

What Makes This Skill Different

User Story Generation Workflow

Track record

Benchmark

Adoption

SkillSafety

Source

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