product-engineer-agent
Use this skill to design new products, iterate on product ideas, or develop product specifications. Triggers: "design product", "new product idea", "product concept", "product development", "product spec", "iterate on product", "product design", "invention", "prototype spec", "product requirements", "product engineering", "develop product" Outputs: Product specification, BOM estimate, feature breakdown, differentiation analysis.
Best use case
product-engineer-agent is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use this skill to design new products, iterate on product ideas, or develop product specifications. Triggers: "design product", "new product idea", "product concept", "product development", "product spec", "iterate on product", "product design", "invention", "prototype spec", "product requirements", "product engineering", "develop product" Outputs: Product specification, BOM estimate, feature breakdown, differentiation analysis.
Teams using product-engineer-agent should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/product-engineer-agent/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How product-engineer-agent Compares
| Feature / Agent | product-engineer-agent | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use this skill to design new products, iterate on product ideas, or develop product specifications. Triggers: "design product", "new product idea", "product concept", "product development", "product spec", "iterate on product", "product design", "invention", "prototype spec", "product requirements", "product engineering", "develop product" Outputs: Product specification, BOM estimate, feature breakdown, differentiation analysis.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
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Browse AI agent skills for product research, competitive analysis, customer discovery, and structured product decision support.
AI Agent for SaaS Idea Validation
Use AI agent skills for SaaS idea validation, market research, customer discovery, competitor analysis, and documenting startup hypotheses.
SKILL.md Source
# Product Engineer Agent
Design and develop new product concepts with comprehensive specifications.
**This skill uses 5 specialized agents** that analyze product ideas from different engineering perspectives, then synthesizes into a complete product specification.
## What It Produces
| Output | Description |
|--------|-------------|
| **Product Spec** | Complete product specification document |
| **Feature Matrix** | Prioritized feature list with rationale |
| **BOM Estimate** | Bill of materials with rough cost estimates |
| **Differentiation** | How it differs from existing products |
| **Next Steps** | Recommended path to prototype/production |
| **Concept Renders** | Product visualization images (via image-generation) |
| **Engineering Drawings** | Exploded views, cross-sections, assembly diagrams |
## Prerequisites
- `GOOGLE_API_KEY` - For generating product visuals (uses image-generation skill)
- Works with any product category
## Workflow
### Step 1: Gather Product Idea (REQUIRED)
⚠️ **DO NOT skip this step. Use interactive questioning — ask ONE question at a time.**
#### Question Flow
⚠️ **Use the `AskUserQuestion` tool for each question below.** Do not just print questions in your response — use the tool to create interactive prompts with the options shown.
**Q1: Problem**
> "I'll help you design this product! First — **what problem does it solve?**
>
> *(The core user need)*"
*Wait for response.*
**Q2: User**
> "Who is the **target user**?
>
> *(Who will use this product?)*"
*Wait for response.*
**Q3: Features**
> "Any **must-have features** or key requirements?
>
> *(Or say 'help me figure it out')*"
*Wait for response.*
**Q4: Constraints**
> "Any **constraints** to consider?
>
> - Budget range
> - Size/form factor
> - Materials
> - Manufacturing method
> - Or describe"
*Wait for response.*
**Q5: Visuals**
> "Do you want me to **generate visuals**?
>
> - 🎨 Concept renders (what it looks like)
> - 🔧 Engineering drawings (exploded views, cross-sections)
> - Both
> - No visuals (spec document only)"
*Wait for response.*
#### Quick Reference
| Question | Determines |
|----------|------------|
| Problem | Core value proposition |
| User | User research focus |
| Features | Feature prioritization |
| Constraints | Manufacturing and design boundaries |
| Visuals | Whether to generate renders/drawings |
**Parse visual preferences:**
- "yes", "visuals", "show me", "render", "drawings" → Generate all visuals
- "concept only" → Just concept render + lifestyle
- "engineering only" → Just exploded/technical views
- "no visuals" or not mentioned → Skip visual generation
- Unclear → Default to generating visuals (they add value)
---
### Step 2: Run Specialized Engineering Agents in Parallel
Deploy 5 agents, each analyzing from a different perspective:
#### Agent 1: Industrial Designer
Focus: Form, ergonomics, aesthetics, user interaction
```
Consider:
- Physical form factor and dimensions
- Ergonomics and human factors
- Visual aesthetics and brand expression
- User interaction points (buttons, displays, etc.)
- Packaging and unboxing experience
```
#### Agent 2: Mechanical Engineer
Focus: How it works, materials, mechanisms
```
Consider:
- Core mechanism / how it functions
- Materials selection (strength, weight, cost)
- Manufacturing feasibility
- Durability and lifecycle
- Assembly and serviceability
```
#### Agent 3: User Researcher
Focus: User needs, pain points, usability
```
Consider:
- User journey with the product
- Pain points addressed
- Potential usability issues
- Onboarding and learning curve
- Accessibility considerations
```
#### Agent 4: Manufacturing Advisor
Focus: Feasibility, cost, production
```
Consider:
- Manufacturing methods (injection molding, CNC, etc.)
- Tooling requirements and costs
- Unit cost estimates at various volumes
- Supply chain considerations
- Quality control points
```
#### Agent 5: Innovation Scout
Focus: Existing solutions, patents, differentiation
```
Consider:
- Similar products in market
- Patent landscape (potential conflicts)
- Unique differentiators
- Technology trends to leverage
- Blue ocean opportunities
```
---
### Step 3: Synthesize into Product Specification
Combine all agent outputs into a structured specification:
```json
{
"product": {
"name": "Product Name",
"tagline": "One-line description",
"problem_solved": "Core problem it addresses",
"target_user": "Who it's for",
"category": "Product category"
},
"design": {
"form_factor": "Physical description",
"dimensions": "L x W x H",
"weight": "Estimated weight",
"materials": ["Material 1", "Material 2"],
"colors": ["Primary options"],
"key_interactions": ["How users interact with it"]
},
"features": {
"must_have": [
{"feature": "Feature 1", "rationale": "Why it's essential"}
],
"should_have": [
{"feature": "Feature 2", "rationale": "High value add"}
],
"could_have": [
{"feature": "Feature 3", "rationale": "Nice to have"}
]
},
"technical": {
"mechanism": "How it works",
"power_source": "Battery/plug/manual/etc.",
"electronics": "Any electronic components",
"software": "Any software/firmware needed"
},
"manufacturing": {
"primary_method": "Main manufacturing process",
"estimated_bom": [
{"component": "Part 1", "estimated_cost": "$X"}
],
"unit_cost_estimates": {
"100_units": "$XX",
"1000_units": "$XX",
"10000_units": "$XX"
},
"complexity": "Low/Medium/High"
},
"market": {
"similar_products": ["Competitor 1", "Competitor 2"],
"differentiators": ["What makes this unique"],
"price_positioning": "Budget/Mid/Premium",
"target_msrp": "$XX"
},
"next_steps": [
"1. Validate with potential users",
"2. Create detailed CAD model",
"3. Build first prototype",
"4. Patent search (if applicable)"
]
}
```
---
### Step 4: Generate Product Visuals (If Requested)
**Only generate visuals if user requested them in Step 1.**
If user wants visuals, generate using the `image-generation` skill:
| Visual Type | When to Generate |
|-------------|------------------|
| **Concept Render** | User said "yes", "visuals", "concept", or "both" |
| **Lifestyle/Context** | User said "yes", "visuals", "concept", or "both" |
| **Exploded View** | User said "engineering", "assembly", "exploded", or "both" |
| **Cross-Section** | User said "engineering" AND product has internal mechanism |
**From Industrial Designer:**
- `product_concept.png` - Main concept render (studio lighting, clean background)
- `product_context.png` - Product in-use/lifestyle shot
**From Mechanical Engineer:**
- `product_exploded.png` - Exploded view showing all components
- `product_section.png` - Cross-section (if internal mechanism is key)
**Visual Generation Order:**
1. Concept render first (shows overall design)
2. In-context shot (shows usage)
3. Exploded view (shows engineering)
4. Cross-section (if needed)
**If user didn't request visuals:** Skip to Step 5 with spec document only.
---
### Step 5: Deliver Complete Package
**Delivery message (with visuals):**
"✅ Product design complete!
**Product:** [Name]
**Problem:** [What it solves]
**Key Differentiator:** [What makes it unique]
**Estimated unit cost:** $XX at 1,000 units
**Suggested MSRP:** $XX
**Generated visuals:**
- Concept render ✓
- Lifestyle/context shot ✓
- Exploded assembly view ✓
**Next steps:**
1. [First recommended action]
2. [Second recommended action]
**Want me to:**
- Deep dive on any section?
- Generate additional views or angles?
- Explore alternative designs?
- Estimate costs for different volumes?
- Compare to specific competitors?"
---
**Delivery message (spec only, no visuals):**
"✅ Product specification complete!
**Product:** [Name]
**Problem:** [What it solves]
**Key Differentiator:** [What makes it unique]
**Estimated unit cost:** $XX at 1,000 units
**Suggested MSRP:** $XX
**Next steps:**
1. [First recommended action]
2. [Second recommended action]
**Want me to:**
- **Generate visuals?** (concept renders, engineering drawings)
- Deep dive on any section?
- Explore alternative designs?
- Estimate costs for different volumes?"
---
## Integration with Other Skills
This skill works well with:
| Skill | Use Case |
|-------|----------|
| `image-generation` | **Generates concept renders and engineering drawings** |
| `brand-research-agent` | Ensure product fits brand guidelines |
| `patent-lawyer-agent` | Check patentability and draft patents |
| `market-researcher-agent` | Validate market opportunity |
| `pitch-deck-agent` | Create investor presentation |
| `media-utils` | **Generate PDF report** from product spec |
---
## Generate PDF Report
After completing the product specification, offer to generate a PDF:
> "Would you like me to generate a **PDF report** of this product specification?"
```bash
python3 ${CLAUDE_PLUGIN_ROOT}/skills/media-utils/scripts/report_to_pdf.py \
--input product_spec.md \
--output product_spec.pdf \
--title "Product Specification" \
--style technical
```
---
## Agents
| Agent | File | Focus |
|-------|------|-------|
| Industrial Designer | `industrial-designer.md` | Form, aesthetics, UX |
| Mechanical Engineer | `mechanical-engineer.md` | Function, materials |
| User Researcher | `user-researcher.md` | Needs, usability |
| Manufacturing Advisor | `manufacturing-advisor.md` | Cost, feasibility |
| Innovation Scout | `innovation-scout.md` | Competition, patents |
---
## Output Files
When generating a complete product design, you'll receive:
```
product_spec.md ← Complete specification document
product_concept.png ← 3D concept render
product_context.png ← Lifestyle/in-use shot
product_exploded.png ← Exploded assembly view
product_section.png ← Cross-section (if applicable)
```
---
## Example Prompts
**Basic:**
> "Design a new portable phone charger that's more convenient"
**With context:**
> "I want to create a kitchen gadget that helps with meal prep. Target audience is busy parents. Budget under $30 retail."
**Iteration:**
> "Take my existing product idea and suggest improvements: [description]"
**Competitive:**
> "Design something better than [competitor product]"
**With visuals:**
> "Design a smart water bottle and show me what it would look like"
**Engineering focus:**
> "Design a modular desk organizer and show me the exploded assembly view"Related Skills
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