skills/product/mvp-scoper/SKILL.md
Use this skill when the user says 'MVP', 'minimum viable product', 'scope the MVP', 'what should I build first', 'strip to core', or needs to define the smallest build that validates a product hypothesis. Do NOT use for full PRDs or roadmap planning.
npx skillsauth add cwinvestments/memstack memstack-product-mvp-scoperInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Defines the smallest buildable product that validates a core hypothesis using feature triage, effort/impact scoring, a 2-week sprint scope, and success criteria.
When this skill activates, output:
MVP Scoper — Scoping minimum viable product...
Then execute the protocol below.
| Context | Status | |---------|--------| | User says "MVP", "minimum viable product", "scope the MVP" | ACTIVE | | User says "what should I build first" or "strip to core" | ACTIVE | | User has an idea and wants to know the smallest thing to build | ACTIVE | | User wants a full product requirements document | DORMANT — use PRD Writer | | User wants a roadmap beyond MVP | DORMANT — use Roadmap Builder |
| Mistake | Why It's Wrong | |---------|---------------| | "MVP means bad quality" | Minimum viable means minimum scope, not minimum quality. Ship fewer features, but polish them. | | "Add just one more thing" | Every "one more thing" adds a week. The MVP is a hypothesis test, not a product launch. | | "Build the whole backend first" | Start with what users see and interact with. Fake the backend if needed (wizard of oz MVP). | | "Skip the hypothesis" | Without a hypothesis, you're just building. The MVP exists to test ONE assumption. | | "No success criteria" | How will you know if the MVP worked? Define the test before building. |
If the user hasn't provided details, ask:
- Idea — what are you building? (one paragraph)
- Target user — who is the first user? (be specific — not "everyone")
- Problem — what painful problem does this solve?
- Assumption — what's the riskiest assumption? (the thing that must be true for this to work)
- Existing alternatives — how do people solve this today?
Hypothesis template:
## Core Hypothesis
We believe that [target users]
have a problem with [specific pain point].
If we build [proposed solution],
they will [expected behavior: sign up, pay, use weekly, share].
We will know this is true when [measurable success criteria].
### Riskiest Assumption
[The single assumption that, if wrong, makes the whole product fail]
### How the MVP Tests This
[Specifically how the MVP will validate or invalidate the assumption]
Brain-dump every feature the user imagines, without filtering:
## Feature Wish List (Unfiltered)
1. [Feature A]
2. [Feature B]
3. [Feature C]
4. [Feature D]
...
[List everything — the filtering comes next]
Goal: Get everything out of the user's head so nothing feels "lost." This makes the cutting process psychologically easier.
Rate each feature on two axes:
| Feature | Impact (1-5) | Effort (1-5) | Score | MVP? | |---------|-------------|-------------|-------|------| | [Feature A] | 5 | 2 | 2.5 | Yes | | [Feature B] | 4 | 4 | 1.0 | Maybe | | [Feature C] | 2 | 5 | 0.4 | No | | [Feature D] | 5 | 1 | 5.0 | Yes |
Score = Impact ÷ Effort (higher is better)
Impact criteria (how much does this feature validate the hypothesis?):
Effort criteria (how long to build it?):
Three buckets:
| Bucket | Criteria | Action | |--------|---------|--------| | Core (build) | Score ≥ 2.0 AND directly tests hypothesis | Include in MVP | | Defer (v1.1) | Score 1.0-2.0 OR supports but doesn't test hypothesis | Build after validation | | Cut (maybe never) | Score < 1.0 OR unrelated to hypothesis | Remove from backlog |
The 2-week test: After bucketing, verify the Core features fit in a 2-week sprint (10 working days):
## MVP Scope — 2-Week Build
| Feature | Effort (days) | Notes |
|---------|-------------|-------|
| [Core Feature A] | 2 | [Brief note] |
| [Core Feature B] | 1 | [Brief note] |
| [Core Feature C] | 3 | [Brief note] |
| [Core Feature D] | 2 | [Brief note] |
| Buffer (20%) | 2 | Bugs, blockers, integration |
| **Total** | **10 days** | ✓ Fits in 2-week sprint |
If it doesn't fit in 2 weeks:
Not every MVP requires writing code:
| MVP Type | Build Time | Best For | What You Learn | |----------|-----------|---------|---------------| | Landing page | 1-2 days | Validating demand | Do people want this enough to sign up? | | Wizard of Oz | 1-2 weeks | Service-based products | Can you deliver value with manual processes? | | Concierge | 1 week | High-touch products | What does the customer actually need? | | Single feature | 2 weeks | Tool/SaaS products | Does the core mechanic work? | | Piecemeal | 1 week | Marketplace/platform | Can you connect supply and demand? | | Video/demo | 2-3 days | Complex products | Do people understand and want this? |
Decision tree:
Is the riskiest assumption about DEMAND (will people want this)?
├── Yes → Landing page MVP or Video MVP
│ (Validate demand before building anything)
└── No → Is the riskiest assumption about VALUE (can you deliver)?
├── Yes → Wizard of Oz or Concierge MVP
│ (Deliver value manually, automate later)
└── No → Is it about USABILITY (can people figure it out)?
└── Yes → Single Feature MVP or Piecemeal MVP
(Build the core mechanic, skip everything else)
## MVP Success Criteria
### Primary metric (must hit to continue):
- [Metric]: [Target] within [Timeframe]
- Example: "50 signups within 2 weeks of launch"
- Example: "10% of free users convert to paid within 30 days"
- Example: "Users return 3+ times per week"
### Secondary metrics (supporting signals):
- [Metric]: [Target]
- [Metric]: [Target]
### Kill criteria (stop if):
- [Metric] below [threshold] after [timeframe]
- Example: "Fewer than 20 signups after 2 weeks of promotion"
- Example: "Zero paying customers after 30-day free trial"
### What happens next:
| Result | Action |
|--------|--------|
| Hit primary metric | Proceed to v1.1 — add Deferred features |
| Mixed results | Run 2-3 user interviews to understand why. Iterate MVP. |
| Failed kill criteria | Pivot: change target user, problem, or solution |
Assemble the final MVP specification:
## Tech Stack Recommendation
| Layer | Recommendation | Rationale |
|-------|---------------|-----------|
| Frontend | [Framework] | [Why — speed, familiarity, ecosystem] |
| Backend | [Framework/service] | [Why] |
| Database | [DB] | [Why] |
| Hosting | [Platform] | [Why — deployment speed, free tier] |
| Auth | [Solution] | [Why] |
### Build vs Buy decisions:
- [Component]: Build / Buy / Skip for MVP
- Auth: Use [Clerk/Supabase Auth/NextAuth] — don't build auth from scratch
- Payments: Use [Stripe] — don't build payment processing
- Email: Use [Resend/SendGrid] — don't build email infrastructure
MVP build rule: Buy or use existing services for everything except your core differentiator. Only build what makes your product unique.
# MVP Scope — [Product Name]
## Hypothesis
[From Step 1]
## Feature Triage
### Core (Build in MVP)
| Feature | Impact | Effort | Days |
[Core features table]
### Deferred (v1.1)
| Feature | Impact | Effort | Rationale |
[Deferred features table]
### Cut
| Feature | Rationale |
[Cut features with brief explanation]
## MVP Type
[Selected type from Step 5 with rationale]
## Build Plan
[2-week schedule from Step 4]
## Success Criteria
[From Step 6]
## Tech Stack
[From Step 7]
## Risks
| Risk | Mitigation |
[Top 3 risks and how to address them]
MVP Scoper — Complete!
Hypothesis: [One-line summary]
MVP type: [Type]
Core features: [Count] ([X days] to build)
Deferred features: [Count]
Cut features: [Count]
Build timeline: [X weeks]
Success metric: [Primary metric + target]
Next steps:
1. Validate the hypothesis with 5 target users before building (show the spec)
2. Set up the tech stack
3. Build Core features in priority order
4. Launch to [initial audience: waitlist, beta group, community]
5. Measure success criteria at [timeframe]
tools
Use when the user says 'save diary', 'log session', 'wrapping up', or at end of a productive session.
tools
Use when the user says 'submit to marketplace', 'publish my skill', 'share this skill', 'list on marketplace', 'submit plugin', 'publish to community', or needs to submit a skill or plugin to a community marketplace via PR. Do NOT use for building skills or writing plugin code.
development
Use when the user says 'write browser tests', 'test this page', 'playwright test', 'e2e test', 'end to end test', 'browser test', 'test the UI', or needs Playwright-based browser testing for a web application. Do NOT use for unit tests, API tests, or non-browser testing.
development
Use when the user says 'teach me', 'explain as you go', 'mentor mode', 'walk me through', 'help me learn', 'explain why', 'learning mode', or wants real-time plain language narration of decisions and tradeoffs while building. Do NOT use for code review or debugging.