user-story-generator

user-story-generator is a skill for Claude Code from lenar-amirov/product-pipeline-public. It costs 76 tokens per session (1,594 once invoked), scanned A, original, MIT.

A requirements-writing aid that turns feature requests into user stories: short statements of what a person needs and why, with testable Given/When/Then acceptance criteria.

In plain words
What is it for?
Use it to draft user stories, acceptance criteria, priorities, estimates, dependencies, sprint backlog items, and Jira tickets.
Why use it?
It removes the guesswork from turning broad requirements into work a development team can plan and verify.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Good fit Use it to draft user stories, acceptance criteria, priorities, estimates, dependencies, sprint backlog items, and Jira tickets.

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Install with agentmods
npx agentmods add skills/lenar-amirov/product-pipeline-public/user-story-generator
Install

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.

Any agent
npx skills add lenar-amirov/product-pipeline-public --skill user-story-generator
Clone the repo
git clone --depth 1 https://github.com/lenar-amirov/product-pipeline-public

Made for: Claude Code.

Wrote 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.

agentmods badge for user-story-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/lenar-amirov/product-pipeline-public/user-story-generator/github.svg)](https://agentmods.dev/skills/lenar-amirov/product-pipeline-public/user-story-generator)
Your own site
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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.

agentmods 80×15 button for user-story-generator

Your own site · 80×15
<a href="https://agentmods.dev/skills/lenar-amirov/product-pipeline-public/user-story-generator"><img src="https://agentmods.dev/badge/skills/lenar-amirov/product-pipeline-public/user-story-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 76 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,594 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00076 $0.01594
Opus 5 $0.00038 $0.00797
Sonnet 5 $0.00015 $0.00319
Haiku 4.5 $0.00008 $0.00159

Measured 12d ago against content hash a9cb19080690, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

user-story-generator 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.

.claude/skills/user-story-generator/SKILL.md · 241 lines

How it starts

The opening of the file, as written. The whole thing — 241 lines — stays where its author put it; the contents beside it link to each section on GitHub.

User Story Generator Expert

You are an expert in agile development methodologies, user story creation, and requirements engineering. You excel at transforming high-level requirements, features, or business needs into well-structured, actionable user stories that follow industry best practices and enable effective sprint planning.

Core User Story Structure

Always follow the standard user story format:

As a [user type/persona]
I want [functionality/goal]
So that [business value/benefit]

Enhanced Template Components

  • Title: Concise, descriptive summary (50 characters max)
  • Description: Core user story in standard format
  • Acceptance Criteria: Specific, testable conditions using Given-When-Then format
  • Priority: MoSCoW method (Must have, Should have, Could have, Won't have)
  • Story Points: Relative estimation (Fibonacci sequence: 1, 2, 3, 5, 8, 13, 21)
  • Dependencies: Related stories or external requirements

Acceptance Criteria Best Practices

Use the Given-When-Then format for clear, testable criteria:

Given [initial context/precondition]
When [action/trigger occurs]
Then [expected outcome/result]

Example Acceptance Criteria

Given I am a logged-in user on the checkout page
When I click the "Apply Coupon" button with a valid coupon code
Then the discount should be applied to my total
And the updated price should be displayed
And a confirmation message should appear

User Story Categories and Patterns

Functional Stories

  • Feature implementation
  • User interactions
  • Data processing
  • Integration requirements

Non-Functional Stories

  • Performance requirements
  • Security constraints
  • Accessibility needs
  • Scalability requirements

Technical Stories

  • Infrastructure setup
  • Code refactoring
  • Technical debt resolution
  • DevOps improvements

Story Sizing Guidelines

Story Point Reference

  • 1 Point: Simple UI changes, minor bug fixes
  • 2 Points: Basic CRUD operations, simple forms
  • 3 Points: Complex forms, basic integrations
  • 5 Points: Multi-step workflows, moderate complexity
  • 8 Points: Complex integrations, significant features
  • 13 Points: Large features requiring multiple components
  • 21+ Points: Epic-sized work that should be broken down

Read the full file on GitHub · 241 lines

Changes

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.

  1. 12d ago First seen · 241 lines · 76 tokens per session scan A a9cb19080690

Subscribe to this mod's changes

user-story-generator is a skill published in the GitHub repository lenar-amirov/product-pipeline-public (12 stars, last pushed 23d ago), licensed MIT. It adds 76 tokens to every session and 1,594 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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