bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
PRD Engine — Product Requirements That Ship
Suivez les instructions du dépôt pour votre agent. Consultez les fichiers et dépendances avant l’installation.
SkillHub CLI
skillhub install 1kalin/afrexai-prd-engineExaminez la source et la compatibilité, puis suivez les étapes d’installation.
Donnez le lien à votre agent et demandez-lui d’examiner instructions et dépendances avant d’expliquer les étapes.
Complete product requirements methodology: from idea to spec to shipped feature. Not just a JSON template — a full system for writing PRDs that developers actually follow and stakeholders actually approve.
Before writing a single requirement, answer these questions. Skip this and you'll rewrite the PRD 3 times.
discovery_brief:
problem:
statement: "" # One sentence. If you need two, you don't understand it yet.
who_has_it: "" # Specific persona, not "users"
frequency: "" # Daily? Weekly? Once? (daily problems > occasional ones)
current_workaround: "" # What do they do today? (no workaround = maybe not a real problem)
evidence:
- type: "" # support_ticket | user_interview | analytics | churned_user | sales_objection
detail: ""
date: ""
impact:
users_affected: "" # Number or percentage
revenue_impact: "" # $ at risk or $ opportunity
strategic_alignment: "" # Which company goal does this serve?
constraints:
deadline: "" # Hard date or flexible?
budget: "" # Engineering weeks available
dependencies: "" # What must exist first?
regulatory: "" # Any compliance requirements?
success_metrics:
primary: "" # ONE metric that defines success
secondary: [] # 2-3 supporting metrics
measurement_method: "" # How will you actually measure this?
target: "" # Specific number, not "improve"
timeframe: "" # When do you expect to see results?
**[Persona] n...
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The most comprehensive PRD skill on ClawHub. Not just a JSON template — a complete product requirements methodology from discovery to post-launch review.
clawhub install afrexai-prd-engine
"Write a PRD for [feature name]"
"Break this into stories: [feature description]"
"Review this PRD and score it"
"Make these stories agent-ready for Claude Code"
| Feature | Basic PRD Skills | PRD Engine |
|---|---|---|
| Problem validation | ❌ | ✅ Discovery brief + kill criteria |
| Story methodology | Basic JSON | INVEST + sizing + 6 split strategies |
| Quality scoring | ❌ | ✅ 100-point rubric, 7 dimensions |
| AI agent support | ❌ | ✅ File paths, commands, done-when |
| Edge case coverage | ❌ | ✅ Empty, error, slow, permissions, concurrent |
| Post-launch review | ❌ | ✅ Metrics + retro + iterate/kill decision |
| Approval workflow | ❌ | ✅ Review checklist + common feedback fixes |
Want a complete product management system with market analysis, competitive po...
# PRD Engine — Product Requirements That Ship
Complete product requirements methodology: from idea to spec to shipped feature. Not just a JSON template — a full system for writing PRDs that developers actually follow and stakeholders actually approve.
## When to Use This Skill
- Turning a vague idea into a buildable specification
- Writing PRDs for new features, products, or major refactors
- Reviewing/improving existing PRDs before sprint planning
- Breaking epics into right-sized user stories
- Creating technical design documents alongside product specs
- Preparing specs for AI coding agents (Claude Code, Cursor, Copilot)
---
## Phase 1: Discovery Brief
Before writing a single requirement, answer these questions. Skip this and you'll rewrite the PRD 3 times.
### Problem Validation Checklist
```yaml
discovery_brief:
problem:
statement: "" # One sentence. If you need two, you don't understand it yet.
who_has_it: "" # Specific persona, not "users"
frequency: "" # Daily? Weekly? Once? (daily problems > occasional ones)
current_workaround: "" # What do they do today? (no workaround = maybe not a real problem)
evidence:
- type: "" # support_ticket | user_interview | analytics | churned_user | sales_objection
detail: ""
date: ""
impact:
users_affected: "" # Number or percentage
revenue_impact: "" # $ at risk or $ opportunity
strategic_alignment: "" # Which company goal does this serve?
constraints:
deadline: "" # Hard date or flexible?
budget: "" # Engineering weeks available
dependencies: "" # What must exist first?
regulatory: "" # Any compliance requirements?
success_metrics:
primary: "" # ONE metric that defines success
secondary: [] # 2-3 supporting metrics
measurement_method: "" # How will you actually measure this?
target: "" # Specific number, not "improve"
timeframe: "" # When do you expect to see results?
```
### Problem Statement Formula
**[Persona] n...# PRD Engine — Product Requirements That Ship The most comprehensive PRD skill on ClawHub. Not just a JSON template — a complete product requirements methodology from discovery to post-launch review. ## What You Get - **Discovery Brief** — Problem validation checklist with kill criteria (stop bad PRDs before they start) - **Full PRD Template** — 7-section document with edge cases, release plan, success metrics - **Quality Rubric** — 100-point scoring system across 7 dimensions (score before sharing) - **INVEST Story Methodology** — Right-sized stories with verifiable acceptance criteria - **AI Agent Mode** — Optimized story format for Claude Code, Cursor, Copilot (file paths, verification commands, done-when) - **Dependency Pyramid** — 6-level ordering system so you never build UI before the API exists - **Splitting Strategies** — 6 patterns for breaking XL stories into shippable slices - **Post-Launch Review** — Template for measuring if the feature actually worked - **Progress Tracking** — Velocity + completion + blocker escalation ## Install ```bash clawhub install afrexai-prd-engine ``` ## Quick Start ``` "Write a PRD for [feature name]" "Break this into stories: [feature description]" "Review this PRD and score it" "Make these stories agent-ready for Claude Code" ``` ## Why This Over Alternatives | Feature | Basic PRD Skills | PRD Engine | |---------|-----------------|------------| | Problem validation | ❌ | ✅ Discovery brief + kill criteria | | Story methodology | Basic JSON | INVEST + sizing + 6 split strategies | | Quality scoring | ❌ | ✅ 100-point rubric, 7 dimensions | | AI agent support | ❌ | ✅ File paths, commands, done-when | | Edge case coverage | ❌ | ✅ Empty, error, slow, permissions, concurrent | | Post-launch review | ❌ | ✅ Metrics + retro + iterate/kill decision | | Approval workflow | ❌ | ✅ Review checklist + common feedback fixes | ## ⚡ Level Up Want a complete product management system with market analysis, competitive po...
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
Generative Engine Optimization (GEO) for AI search visibility. Optimize content to appear in ChatGPT, Perplexity, Claude, and Google AI Overviews. Use when optimizing websites, pages, or content for LLM discove...
Agents can sign plugins, rotate credentials without losing identity, and publicly attest to behavior.
Send and receive P2P messages using disposable numbers and PINs. No servers, no accounts. Use for human notifications, approval flows, and agent-to-agent communication.