aid-discovery
SKILL.md
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
- Problem Statement (SCQ format) - Validated, no solution assumptions
- Stakeholder Map - All affected parties identified
- 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)
## 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
### Decision Makers
- [Name/Role]: [Responsibility]
### Data/System Owners
- [Name/Role]: [What they own]
### End Users
- [Type]: [How affected]
### Integrations
- [System]: [Relationship]
Common Pitfalls
| Pitfall | Fix |
|---|---|
| Solution-first | Start with "what problem?" |
| Missing stakeholders | Ask "who else touches this?" |
| Vague problems | If can't measure, not defined |
| Assumption blindness | Make assumptions explicit |
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
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Repository
ilandahan/aidGitHub Stars
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13 days ago
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