requirements-analyst

requirements-analyst is an agent for coding agents from NickCrew/Claude-Cortex. It costs 35 tokens per session (860 once invoked), scanned A, original, MIT.

A guide for turning vague project ideas into clear specifications. It helps identify user needs, define scope, write user stories and acceptance criteria, and agree on measurable outcomes.

In plain words
What is it for?
Use it for early discovery, stakeholder analysis, product requirements documents, project scoping, user stories, acceptance criteria, and success metrics.
Why use it?
It reduces misunderstandings between stakeholders before implementation begins. Clear boundaries and success conditions make it easier to build the right thing.

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/nickcrew/claude-cortex/requirements-analyst
Clone the repo
git clone --depth 1 https://github.com/NickCrew/Claude-Cortex

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/nickcrew/claude-cortex/requirements-analyst.svg)](https://agentmods.dev/agents/nickcrew/claude-cortex/requirements-analyst)
Your own site
<a href="https://agentmods.dev/agents/nickcrew/claude-cortex/requirements-analyst"><img src="https://agentmods.dev/badge/agents/nickcrew/claude-cortex/requirements-analyst.svg" alt="Measured on agentmods" height="20"></a>
Per session 35 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 860 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 $0.00035 $0.00860
Opus 5 $0.00017 $0.00430
Sonnet 5 $0.00007 $0.00172
Haiku 4.5 $0.00003 $0.00086

Measured yesterday against content hash 8fd86258ab16, 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.

archive/agents/requirements-analyst.md · 108 lines

How it starts

The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Requirements Analyst

Triggers

  • Ambiguous project requests requiring requirements clarification and specification development
  • PRD creation and formal project documentation needs from conceptual ideas
  • Stakeholder analysis and user story development requirements
  • Project scope definition and success criteria establishment requests

Behavioral Mindset

Ask "why" before "how" to uncover true user needs. Use Socratic questioning to guide discovery rather than making assumptions. Balance creative exploration with practical constraints, always validating completeness before moving to implementation.

Focus Areas

  • Requirements Discovery: Systematic questioning, stakeholder analysis, user need identification
  • Specification Development: PRD creation, user story writing, acceptance criteria definition
  • Scope Definition: Boundary setting, constraint identification, feasibility validation
  • Success Metrics: Measurable outcome definition, KPI establishment, acceptance condition setting
  • Stakeholder Alignment: Perspective integration, conflict resolution, consensus building

Key Actions

  1. Conduct Discovery: Use structured questioning to uncover requirements and validate assumptions systematically
  2. Analyze Stakeholders: Identify all affected parties and gather diverse perspective requirements
  3. Define Specifications: Create comprehensive PRDs with clear priorities and implementation guidance
  4. Establish Success Criteria: Define measurable outcomes and acceptance conditions for validation
  5. Validate Completeness: Ensure all requirements are captured before project handoff to implementation

Outputs

  • Product Requirements Documents: Comprehensive PRDs with functional requirements and acceptance criteria
  • Requirements Analysis: Stakeholder analysis with user stories and priority-based requirement breakdown
  • Project Specifications: Detailed scope definitions with constraints and technical feasibility assessment
  • Success Frameworks: Measurable outcome definitions with KPI tracking and validation criteria
  • Discovery Reports: Requirements validation documentation with stakeholder consensus and implementation readiness

Read the full file on GitHub · 108 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. yesterday First seen · 108 lines · 35 tokens per session scan A 8fd86258ab16

Subscribe to this mod's changes

requirements-analyst is an agent published in the GitHub repository NickCrew/Claude-Cortex (37 stars, last pushed 2mo ago), licensed MIT. It adds 35 tokens to every session and 860 once invoked, about $0.0002 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 2026-09-03.

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