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ilandahan

aid-prd

by ilandahan

AID - AI Development process - Complete methodology for AI-assisted full-stack software development. E2E process from raw ideas to deploy.

7🍴 1📅 Jan 22, 2026

SKILL.md


name: aid-prd description: AID Phase 1 - PRD creation. Use for user stories, acceptance criteria, scoping features, transitioning from discovery to tech spec.

PRD Phase Skill

Phase Overview

Purpose: Define what will be built with clarity for unambiguous development.

Entry: Discovery complete, problem validated, stakeholders identified Exit: PRD complete, user stories with acceptance criteria, scope defined

Deliverables

  1. PRD Document - Readable by technical and non-technical
  2. User Stories - "As a [role], I want [capability] so that [benefit]"
  3. Acceptance Criteria - Given-When-Then, unambiguous, testable
  4. Scope Definition - In-scope and out-of-scope explicit
  5. Traceability - Every requirement links to research or flagged as assumption

User Story Format

### US-001: [Title]
**Research Backing**: [PROJECT]-A-INT-XXX OR ASSUMPTION - [rationale]

**As a** [role]
**I want** [capability]
**So that** [benefit]

**Acceptance Criteria:**
- [ ] Given [context], when [action], then [outcome]

Common Pitfalls

PitfallFix
Implementation in requirementsKeep focused on outcomes
Untestable criteria"Should load in <2s" not "be fast"
Missing error casesDefine what happens when things fail
Scope creepExplicit acknowledgment for additions
Orphan requirementsLink to research or flag assumption

Phase Gate Checklist

  • PRD document complete
  • User stories proper format
  • Every story has testable acceptance criteria
  • Scope explicitly defined (in AND out)
  • Dependencies identified
  • Every requirement has research ID OR assumption flag
  • Traceability matrix updated

PRD Template

# [Feature] PRD

## 1. Overview
### Problem Statement
[Problem] **Research**: [ID]

### Goals
[Goals] **Research**: [ID]

### Non-Goals
[Excluded items]

## 2. User Stories
[Stories with research backing]

## 3. Scope
### In Scope
| Item | Research Backing |
|------|------------------|

### Out of Scope
| Item | Rationale |
|------|-----------|

## 4. Dependencies
## 5. Success Metrics
## 6. Assumptions Log
| ID | Assumption | Risk | Validation Plan |
## 7. Open Questions

Role Guidance

RoleFocus
PMOwn PRD, user stories, acceptance criteria
DevReview feasibility, identify edge cases
QAReview testability, identify scenarios
Tech LeadValidate fit, flag non-functionals

Handoff to Tech Spec

  • Approved PRD
  • Prioritized user stories
  • Complete acceptance criteria
  • Dependencies identified
  • Traceability matrix

Save to: docs/prd/YYYY-MM-DD-[feature].md

Score

Total Score

70/100

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