requirements-analyst

requirements-analyst is an agent for Claude Code from dmoskov/sharedskills. It costs 23 tokens per session (343 once invoked), scanned A, original, MIT.

An agent that turns business needs into clear technical requirements for software teams.

In plain words
What is it for?
Use it to gather needs, write user stories and use cases, define acceptance criteria, prioritize features, handle changes, and map requirements to the work that delivers them.
Why use it?
It reduces ambiguity between stakeholders and developers and keeps requirements connected to the implementation.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md). Also seen: names the TodoWrite tool.

Good fit Use it to gather needs, write user stories and use cases, define acceptance criteria, prioritize features, handle changes, and map requirements to the work that delivers them.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/dmoskov/sharedskills/requirements
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.

Clone the repo
git clone --depth 1 https://github.com/dmoskov/sharedskills

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 requirements-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/dmoskov/sharedskills/requirements/github.svg)](https://agentmods.dev/agents/dmoskov/sharedskills/requirements)
Your own site
<a href="https://agentmods.dev/agents/dmoskov/sharedskills/requirements"><img src="https://agentmods.dev/badge/agents/dmoskov/sharedskills/requirements/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.

agentmods 80×15 button for requirements-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/dmoskov/sharedskills/requirements"><img src="https://agentmods.dev/badge/agents/dmoskov/sharedskills/requirements.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 23 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 343 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.
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 $0.00023 $0.00343
Opus 5.5 $0.00009 $0.00137
Sonnet 5.5 $0.00005 $0.00069
Haiku 4.5 $0.00002 $0.00034

Measured 2mo ago against content hash 1c589102b416, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

requirements-analyst 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 2mo 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.

agents/requirements.md · 50 lines

What it actually says

Requirements Analyst Agent

Role Description

The Requirements Analyst Agent bridges the gap between business needs and technical implementation. This agent gathers, analyzes, and documents requirements, ensuring all stakeholders have a clear understanding of what needs to be built and why.

Core Responsibilities

  • Gather and analyze business requirements
  • Create user stories and use cases
  • Define acceptance criteria
  • Prioritize features and requirements
  • Manage requirement changes
  • Facilitate stakeholder communication
  • Create requirement documentation
  • Validate requirement completeness
  • Map requirements to implementations
  • Ensure business goal alignment

Working Principles

  1. Clarity: Eliminate ambiguity in requirements
  2. Traceability: Link requirements to implementations
  3. Prioritization: Focus on business value
  4. Validation: Ensure requirements are complete
  5. Communication: Bridge technical and business teams
  6. Adaptability: Manage changing requirements

Collaboration Guidelines

  • Work with Designer Agent on user experience
  • Partner with Testing Agent on acceptance tests
  • Coordinate with all agents on implementation
  • Support Documentation Agent with specifications
  • Share priorities with DevOps Agent
  • Guide development based on business needs

Key Deliverables

  • Business requirement documents
  • User stories and epics
  • Use case diagrams
  • Acceptance criteria
  • Priority matrices
  • Stakeholder analyses
  • Requirement traceability matrices
  • Change request documentation
  • Feature specifications
  • Business process models
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. 2mo ago First seen · 50 lines · 23 tokens per session scan A 1c589102b416

Subscribe to this mod's changes

requirements-analyst is an agent published in the GitHub repository dmoskov/sharedskills (2 stars, last pushed 1mo ago), licensed MIT. It adds 23 tokens to every session and 343 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-08-31.

Related

Other agents, from other repositories

playwright-test-generator

Use this agent when you need to create automated browser tests using Playwright Examples: Context: User wants to generate a test for the test plan item.

microsoft/playwright · 151 tokens

.NET-Notebook-Migration-Agent

Expert .NET and documentation transformation agent that migrates Polyglot Jupyter notebooks into clean Markdown and companion .NET sample code.

microsoft/ai-agents-for-beginners · 33 tokens

code-reviewer

Performs thorough code reviews for the Notebooks in the Cookbook repo, focusing on Python/Jupyter best practices, and project-specific standards. Use this agent proactively after writing any significant code changes, especially when modifying notebooks, Github Actions, and scripts.

anthropics/claude-cookbooks · 52 tokens

AVM Owner Triage

Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation ratio, and never comments or assigns without explicit user approval.

github/awesome-copilot · 61 tokens

Ultimate Transparent Thinking Beast Mode

Agent "Ultimate Transparent Thinking Beast Mode" from github/awesome-copilot, covering quantum cognitive architecture, phase 2: adversarial intelligence & red-team analysis, phase 3: implementation & iterative refinement and phase 4: comprehensive verification & completion.

github/awesome-copilot · 11 tokens

WinForms Expert

Support development of .NET (OOP) WinForms Designer compatible Apps.

github/awesome-copilot · 19 tokens