Ruska AI Orchestra Prd

PRD Generator

Create detailed Product Requirements Documents that are clear, actionable, and suitable for implementation.

The Job

1. Receive a feature description from the user
2. Ask 3-5 essential clarifying questions (with lettered options)
3. Generate a structured PRD based on answers
4. Save to tasks/prd-[feature-name].md

Important: Do NOT start implementing. Just create the PRD.

Step 1: Clarifying Questions

Ask only critical questions where the initial prompt is ambiguous. Focus on:

• Problem/Goal: What problem does this solve?
• Core Functionality: What are the key actions?
• Scope/Boundaries: What should it NOT do?
• Success Criteria: How do we know it's done?

Format Questions Like This:

1. What is the primary goal of this feature?
   A. Improve user onboarding experience
   B. Increase user retention
   C. Reduce support burden
   D. Other: [please specify]

2. Who is the target user?
   A. New users only
   B. Existing users only
   C. All users
   D. Admin users only

3. What is the scope?
   A. Minimal viable version
   B. Full-featured implementation
   C. Just the backend/API
   D. Just the UI

This lets users respond with "1A, 2C, 3B" for quick iteration.

Step 2: PRD Structure

Generate the PRD with these sections:

1. Introduction/Overview

Brief description of the feature and the problem it solves.

2. Goals

Specific, measurable objectives (bullet list).

3. User Stories

Each story needs:

• Title: Short descriptive name
• Description: "As a [user], I want [feature] so that [benefit]"
• Acceptance Criteria: Verifiable checklist of what "done" means

Each story should be small enough to implement in one focused session.

Format:

### US-001: [Title]
**Description:** As a [user], I want [feature] so that [benefit].

**Acceptance Criteria:**
- [ ] Specific verifiable criterion
- [ ] Another criterion
- [ ] Typecheck/lint passes
- [ ] **[UI stories only]** Verify in browser using agent-browser skill

Important:

• Acceptance criteria must be verifiable, not vague. "Works correctly" is bad. "Button shows confirmation dialog before deleting" is good.
• For any story with UI changes: Always include "Verify in browser using agent-browser skill" as acceptance criteria. This ensures visual verification of frontend work.

4. Functional Requirements

Numbered list of specific functionalities:

• "FR-1: The system must allow users to..."
• "FR-2: When a user clicks X, the system must..."

Be explicit and unambiguous.

5. Non-Goals (Out of Scope)

What this feature will NOT include. Critical for managing scope.

6. Design Considerations (Optional)

• UI/UX requirements
• Link to mockups if available
• Relevant existing components to reuse

7. Technical Considerations (Optional)

• Known constraints or dependencies
• Integration points with existing systems
• Performance requirements

8. Success Metrics

How will success be measured?

• "Reduce time to complete X by 50%"
• "Increase conversion rate by 10%"

9. Open Questions

Remaining questions or areas needing clarification.

Writing for Junior Developers

The PRD reader may be a junior developer or AI agent. Therefore:

• Be explicit and unambiguous
• Avoid jargon or explain it
• Provide enough detail to understand purpose and core logic
• Number requirements for easy reference
• Use concrete examples where helpful

Output

• Format: Markdown (.md)
• Location: tasks/
• Filename: prd-[feature-name].md (kebab-case)

Example PRD

# PRD: Task Priority System

## Introduction

Add priority levels to tasks so users can focus on what matters most. Tasks can be marked as high, medium, or low priority, with visual indicators and filtering to help users manage their workload effectively.

## Goals

- Allow assigning priority (high/medium/low) to any task
- Provide clear visual differentiation between priority levels
- Enable filtering and sorting by priority
- Default new tasks to medium priority

## User Stories

### US-001: Add priority field to database
**Description:** As a developer, I need to store task priority so it persists across sessions.

**Acceptance Criteria:**
- [ ] Add priority column to tasks table: 'high' | 'medium' | 'low' (default 'medium')
- [ ] Generate and run migration successfully
- [ ] Typecheck passes

### US-002: Display priority indicator on task cards
**Description:** As a user, I want to see task priority at a glance so I know what needs attention first.

**Acceptance Criteria:**
- [ ] Each task card shows colored priority badge (red=high, yellow=medium, gray=low)
- [ ] Priority visible without hovering or clicking
- [ ] Typecheck passes
- [ ] Verify in browser using agent-browser skill

### US-003: Add priority selector to task edit
**Description:** As a user, I want to change a task's priority when editing it.

**Acceptance Criteria:**
- [ ] Priority dropdown in task edit modal
- [ ] Shows current priority as selected
- [ ] Saves immediately on selection change
- [ ] Typecheck passes
- [ ] Verify in browser using agent-browser skill

### US-004: Filter tasks by priority
**Description:** As a user, I want to filter the task list to see only high-priority items when I'm focused.

**Acceptance Criteria:**
- [ ] Filter dropdown with options: All | High | Medium | Low
- [ ] Filter persists in URL params
- [ ] Empty state message when no tasks match filter
- [ ] Typecheck passes
- [ ] Verify in browser using agent-browser skill

## Functional Requirements

- FR-1: Add `priority` field to tasks table ('high' | 'medium' | 'low', default 'medium')
- FR-2: Display colored priority badge on each task card
- FR-3: Include priority selector in task edit modal
- FR-4: Add priority filter dropdown to task list header
- FR-5: Sort by priority within each status column (high to medium to low)

## Non-Goals

- No priority-based notifications or reminders
- No automatic priority assignment based on due date
- No priority inheritance for subtasks

## Technical Considerations

- Reuse existing badge component with color variants
- Filter state managed via URL search params
- Priority stored in database, not computed

## Success Metrics

- Users can change priority in under 2 clicks
- High-priority tasks immediately visible at top of lists
- No regression in task list performance

## Open Questions

- Should priority affect task ordering within a column?
- Should we add keyboard shortcuts for priority changes?

Multi-Phase Feature Pipeline

For large features, the input to the PRD skill is often a specs/ folder produced by the system-architect agent rather than a direct user request. Recognize this pipeline:

specs/
└── {phase-name}/
    ├── SPEC.md      ← Architecture spec with success criteria (input to PRD)
    └── prd.json     ← Phase-specific Ralph stories (output of ralph skill)

When the user provides a specs/ folder or a SPEC.md:

1. Read SPEC.md to extract the success criteria, affected files, and phase scope
2. Use SPEC.md as the source of truth for functional requirements — do NOT invent requirements not in the spec
3. Map each success criterion in SPEC.md to one or more user stories
4. Derive acceptance criteria directly from the spec's success criteria (makes them verifiable by definition)
5. Save the PRD to tasks/prd-[phase-name].md then pass it to the ralph skill for conversion

Multi-phase features produce one PRD per phase. Each phase PRD feeds its own specs/{phase-name}/prd.json via the ralph skill. Phase N should NOT depend on stories from Phase N+1.

Cross-boundary stories require integration checkpoints. When a phase spans both backend and frontend (e.g., new API endpoint + frontend widget that calls it), include an explicit integration story as the final story in the phase:

### US-00N: Integration validation
**Description:** As a developer, I want to verify the full backend-to-frontend path works end-to-end.

**Acceptance Criteria:**
- [ ] `curl http://localhost:8000/api/<new-endpoint>` returns expected response
- [ ] Frontend widget successfully calls the API without CORS errors
- [ ] Browser console shows no 404s on API paths
- [ ] Invoke integration-qa agent to validate build ↔ serve alignment
- [ ] Typecheck passes

Checklist

Before saving the PRD:

• Asked clarifying questions with lettered options (or read SPEC.md if provided)
• Incorporated user's answers
• User stories are small and specific
• Functional requirements are numbered and unambiguous
• Non-goals section defines clear boundaries
• Cross-boundary features include an integration validation story as final story
• Saved to tasks/prd-[feature-name].md

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