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Agile Product Owner — measured AI agent skill | DecimalAI

davila7/agile-product-owner

NewSkillScoreMaintained

Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planning, backlog management, and velocity tracking. Use for story writing, sprint planning, stakeholder communication, and agile ceremonies.

productivityby davila7

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Product Management pack

decimalai skills pull davila7-agile-product-owner

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/davila7-agile-product-owner/SKILL.md

Raw file: /s/davila7-agile-product-owner/SKILL.md ↗ · machine-readable summary at /s/davila7-agile-product-owner.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

24 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 3h ago

Yes — +25% lift-31% tokens0% turns96% of whole cases pass with skill (23/24)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	-50%	0%
case-03	✗→✓	▲ Improved	-64%	0%
case-15	✗→✓	▲ Improved	-73%	0%
case-16	✗→✓	▲ Improved	-70%	0%
case-20	✗→✓	▲ Improved	-54%	0%

Showing 5 of 24 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

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

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

davila7 / claude-code-templates

cli-tool/components/skills/business-marketing/agile-product-owner/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

Agile Product Owner

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

Want to see if davila7/agile-product-owner would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.