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name: aid-discovery description: AID Phase 0 - Research & discovery. Use for validating problem spaces, identifying stakeholders, defining success metrics, deciding whether to proceed.

Discovery Phase Skill

Phase Overview

Purpose: Validate problem space before committing to solution.

Entry: Initial idea/request exists, stakeholders available Exit: Problem validated, stakeholders identified, success metrics defined, go/no-go decision

Deliverables

1. Problem Statement (SCQ format) - Validated, no solution assumptions
2. Stakeholder Map - All affected parties identified
3. Success Metrics - Quantified, measurable outcomes

Discovery Questions

Understanding Problem

• What problem are we solving?
• Who has this problem?
• How painful? (Quantify)
• What if we don't solve it?

Identifying Stakeholders

• Who are end users?
• Who owns data/process?
• Who makes decisions?
• Who else touches this?

Defining Success

• What does success look like?
• How will we measure?
• What's minimum viable outcome?

Technical Feasibility

• Is this feasible?
• Major technical risks?
• Required skills?
• Infrastructure needs?

Problem Statement Template (SCQ)

Copy## Problem Statement

### Situation
[Current state]

### Complication
[What's wrong]

### Question
[What solving this answers]

### Impact
- [Quantified impact]

### Success Metrics
| Metric | Current | Target |
|--------|---------|--------|
| [Metric] | [Now] | [Goal] |

Stakeholder Map Template

Copy### Decision Makers
- [Name/Role]: [Responsibility]

### Data/System Owners
- [Name/Role]: [What they own]

### End Users
- [Type]: [How affected]

### Integrations
- [System]: [Relationship]

Common Pitfalls

Phase Gate Checklist

• Problem statement validated
• All stakeholders identified
• Success metrics specific
• Technical feasibility assessed
• Proceed/not-proceed decision clear
• Scope boundaries established

Handoff to PRD

• Validated problem statement
• Stakeholder map
• Success metrics
• Constraints identified
• Scope boundaries