aj-geddes/useful-ai-prompts

requirements-gathering

Systematically collect, document, and validate requirements from stakeholders. Ensure clarity, completeness, and agreement before development begins to reduce scope creep and rework.

First seen Jan 21, 2026

Installation

$ npx skills add aj-geddes/useful-ai-prompts --skill requirements-gathering

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More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

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Repository health

Stars 334
License LICENSE
Default branch main
Open issues 1
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,237 B
  • docs SUMMARY.md 3,030 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 633 installs

SKILL.md

Requirements Gathering

Table of Contents

  • [Overview](#overview)
  • [When to Use](#when-to-use)
  • [Quick Start](#quick-start)
  • [Reference Guides](#reference-guides)
  • [Best Practices](#best-practices)

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](references/stakeholder-discovery.md) Stakeholder Discovery
[Requirements Elicitation Techniques](references/requirements-elicitation-techniques.md) Requirements Elicitation Techniques
[Requirements Documentation](references/requirements-documentation.md) Requirements Documentation
[Requirement Validation & Sign-Off](references/requirement-validation-sign-off.md) Requirement Validation & Sign-Off
[Requirements Traceability Matrix](references/requirements-traceability-matrix.md) 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