requirements-analyst

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

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.

agentmods
npx agentmods add agents/dmoskov/sharedskills/requirements
Clone the repo
git clone --depth 1 https://github.com/dmoskov/sharedskills
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. Scan, not verified.
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 $0.00023 $0.00343
Opus 5 $0.00012 $0.00171
Sonnet 5 $0.00005 $0.00069
Haiku 4.5 $0.00002 $0.00034

Measured yesterday against content hash 1c589102b416, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 yesterday.

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. yesterday 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 11d ago), licensed MIT. It adds 23 tokens to every session and 343 once invoked, about $0.0001 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 2026-08-31.

Related

Other agents, from other repositories