requirements-gathering

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

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$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill requirements-gathering
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summary

Effective requirements gathering establishes a shared understanding of what will be built, preventing misalignment and expensive changes later in the project.

skill.md

Requirements Gathering

Table of Contents

Overview

Effective requirements gathering establishes a shared understanding of what will be built, preventing misalignment and expensive changes later in the project.

When to Use

  • Project kickoff and planning
  • Feature development initiation
  • Product roadmap planning
  • System modernization projects
  • Customer discovery
  • Stakeholder alignment sessions
  • Writing user stories and acceptance criteria

Quick Start

Minimal working example:

# Identify and analyze stakeholders

class StakeholderDiscovery:
    STAKEHOLDER_CATEGORIES = [
        'End Users',
        'Business Owners',
        'Technical Leads',
        'Operations/Support',
        'Customers',
        'Regulatory Bodies',
        'Integration Partners'
    ]

    def identify_stakeholders(self, project):
        """Map all stakeholder groups"""
        return {
            'primary': self.get_primary_stakeholders(project),
            'secondary': self.get_secondary_stakeholders(project),
            'tertiary': self.get_tertiary_stakeholders(project),
            'total_to_engage': self.calculate_engagement_strategy(project)
        }

    def analyze_stakeholder_needs(self, stakeholder):
        """Understand what each stakeholder needs"""
        return {
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Stakeholder Discovery Stakeholder Discovery
Requirements Elicitation Techniques Requirements Elicitation Techniques
Requirements Documentation Requirements Documentation
Requirement Validation & Sign-Off Requirement Validation & Sign-Off
Requirements Traceability Matrix Requirements Traceability Matrix

Best Practices

✅ DO

  • Engage all key stakeholders early
  • Document requirements in writing
  • Use specific, measurable language
  • Define acceptance criteria
  • Prioritize using MoSCoW method
  • Get stakeholder sign-off
  • Create traceability matrix
  • Review requirements regularly
  • Distinguish must-haves from nice-to-haves
  • Document assumptions and constraints

❌ DON'T

  • Rely on memory or verbal agreements
  • Create requirements without stakeholder input
  • Use ambiguous language (quickly, easily, etc.)
  • Skip non-functional requirements
  • Ignore constraints and dependencies
  • Over-document trivial details
  • Rush through requirements phase
  • Build without stakeholder agreement
  • Make scope changes without process
  • Forget about edge cases and error conditions
how to use requirements-gathering

How to use requirements-gathering on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add requirements-gathering
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill requirements-gathering

The skills CLI fetches requirements-gathering from GitHub repository aj-geddes/useful-ai-prompts and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/requirements-gathering

Reload or restart Cursor to activate requirements-gathering. Access the skill through slash commands (e.g., /requirements-gathering) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

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Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.464 reviews
  • Kiara Singh· Dec 28, 2024

    requirements-gathering reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Kofi Ndlovu· Dec 24, 2024

    requirements-gathering is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Luis Okafor· Dec 12, 2024

    requirements-gathering has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Diya Wang· Dec 8, 2024

    Keeps context tight: requirements-gathering is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Min Jackson· Nov 27, 2024

    Registry listing for requirements-gathering matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Mia Liu· Nov 23, 2024

    Useful defaults in requirements-gathering — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Luis Mensah· Nov 19, 2024

    requirements-gathering is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Evelyn Bhatia· Nov 15, 2024

    requirements-gathering reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Sakshi Patil· Nov 11, 2024

    I recommend requirements-gathering for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Kiara Srinivasan· Nov 3, 2024

    requirements-gathering fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

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