Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add Infrasity-Labs/dev-gtm-claude-skills --skill agile-product-ownergit clone --depth 1 https://github.com/Infrasity-Labs/dev-gtm-claude-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/infrasity-labs/dev-gtm-claude-skills/agile-product-owner)<a href="https://agentmods.dev/skills/infrasity-labs/dev-gtm-claude-skills/agile-product-owner"><img src="https://agentmods.dev/badge/skills/infrasity-labs/dev-gtm-claude-skills/agile-product-owner/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/infrasity-labs/dev-gtm-claude-skills/agile-product-owner"><img src="https://agentmods.dev/badge/skills/infrasity-labs/dev-gtm-claude-skills/agile-product-owner.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00060 | $0.02889 |
| Opus 5 | $0.00030 | $0.01444 |
| Sonnet 5 | $0.00012 | $0.00578 |
| Haiku 4.5 | $0.00006 | $0.00289 |
Grade A, and why
agile-product-owner scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
94% identical to agile-product-owner — 15 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 405 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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
- 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
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.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 405 lines · 60 tokens per session scan A c8c8fe9003be
agile-product-owner is a skill published in the GitHub repository Infrasity-Labs/dev-gtm-claude-skills (124 stars, last pushed 2mo ago), licensed MIT. It adds 60 tokens to every session and 2,889 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 94% identical to agile-product-owner, differing in 15 lines, and is treated as a copy.
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