Specification
- Skill ID
- aj-geddes/useful-ai-prompts/requirements-gathering
- Publisher
- aj-geddes
- Repository
- useful-ai-prompts
- Installs
- 0
- Files
- 7
- Synced
- Sep 23, 2026
How to use it
Open any RiverX project, open the Skills panel in the chat, and search for this identifier. The files are fetched from the source repository at install time.
aj-geddes/useful-ai-prompts/requirements-gatheringInstalls these files- SKILL.md
- references/requirement-validation-sign-off.md
- references/requirements-documentation.md
- references/requirements-elicitation-techniques.md
- references/requirements-traceability-matrix.md
- references/stakeholder-discovery.md
- templates/process-template.md
What this skill tells the agent
Requirements Gathering
Table of Contents
- Overview
- When to Use
- Quick Start
- Reference Guides
- 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 | 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
More from aj-geddes
Use this skill in a project
Open any RiverX project, search the Skills panel for aj-geddes/useful-ai-prompts/requirements-gathering, and install it in one click.
