pmf-strategy
When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "product market fit," "Sean Ellis test," "very disappointed," "vitamin vs painkiller," "PMF validation," "premature scaling," or "validate before scale." For GTM after validation, use gtm-strategy.
Best use case
pmf-strategy is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "product market fit," "Sean Ellis test," "very disappointed," "vitamin vs painkiller," "PMF validation," "premature scaling," or "validate before scale." For GTM after validation, use gtm-strategy.
Teams using pmf-strategy 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/pmf/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How pmf-strategy Compares
| Feature / Agent | pmf-strategy | 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?
When the user wants to validate product-market fit, measure PMF, or plan before scaling. Also use when the user mentions "PMF," "product-market fit," "product market fit," "Sean Ellis test," "very disappointed," "vitamin vs painkiller," "PMF validation," "premature scaling," or "validate before scale." For GTM after validation, use gtm-strategy.
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.
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SKILL.md Source
# Strategies: Product-Market Fit Guides product-market fit (PMF) validation and measurement. PMF occurs when a product precisely meets market needs, creating widespread demand. ~99% of startups fail primarily due to PMF issues (vitamin problems, premature scaling). Use this skill when validating before scaling, measuring PMF, or diagnosing traction problems. **When invoking**: On **first use**, if helpful, open with 1–2 sentences on what this skill covers and why it matters, then provide the main output. On **subsequent use** or when the user asks to skip, go directly to the main output. ## Definition **Product-market fit** (Marc Andreessen): "Being in a good market with a product that can satisfy that market." **Signals**: Customers buying rapidly; usage growing; word-of-mouth spreading organically; high retention, low churn. ## Sean Ellis 40% Test **Question**: "How would you feel if you could no longer use [product]?" | Response | Meaning | |----------|---------| | **Very disappointed** | Strong PMF signal | | Somewhat disappointed | — | | Not disappointed | — | | N/A – I no longer use | — | **Threshold**: 40%+ answering "very disappointed" = PMF achieved. Below 40% = iterate. | Score | Action | |-------|--------| | **Below 25%** | Significant changes needed | | **25–39%** | Close to PMF; iterate and improve | | **40%+** | PMF achieved | **Best practice**: Survey 40–50 active users (used product 2+ times in last 14 days). Segment by user type—some segments may have PMF while others don't. **Limitation**: Combine with retention curves, engagement, organic growth; avoid false positives in early stages. ## Vitamin vs Painkiller | Type | Definition | Adoption | |------|-------------|----------| | **Painkiller** | Solves urgent, acute problems; users actively seek solutions | Fast adoption; high retention; willing to pay | | **Vitamin** | Nice-to-have; incremental benefit; users can live without | Slow adoption; expensive marketing to succeed | **~99% of failures**: Solving vitamin problems instead of real pain. Validate: Would users be genuinely inconvenienced if your product vanished? **Validation**: Talk to users; listen for frustration; run pre-sells; check frequency and time-sensitivity of the problem. ## Key Indicators | Indicator | Strong PMF | |-----------|------------| | **Retention** | High; low churn | | **CAC vs CLTV** | CAC decreasing relative to CLTV | | **Activation** | Strong conversion to paying customers | | **Growth** | Organic; word-of-mouth | | **NPS** | High; enthusiastic advocacy | ## Common Failures | Failure | Avoid | |--------|-------| | **Vitamin problems** | Solve urgent pain, not nice-to-have | | **Vanity feedback** | Use retention data, not polite opinions | | **Premature scaling** | Validate PMF before scaling acquisition | | **Misalignment** | Customer-problem fit before product-build | ## Product Research & SaaS Context | Area | Notes | |------|-------| | **Product positioning** | Target audience; core value; competitive differentiation | | **Market research** | Competitor analysis; surveys; interviews to validate assumptions | | **SaaS form** | Cloud delivery; subscription; ease of use; dependency on industry standardization | | **Enterprise / ACV** | Customization; data security/private deployment; procurement cycles; buy vs SaaS trade-offs | **Use**: When discussing PMF for SaaS or enterprise—factor in product research rigor and ACV-specific challenges. See **gtm-strategy** for enterprise GTM. ## PMF as Continuous Process PMF is increasingly a **continuous validation**—markets evolve; re-measure as you expand. Target "PMF for a niche" first (40%+ in one segment) before broadening. ## Output Format - **PMF assessment** (current signals, Sean Ellis score if available) - **Vitamin vs Painkiller** diagnosis - **Validation** approach (interviews, pre-sells, metrics) - **Next steps** (iterate vs scale) ## Related Skills - **cold-start-strategy**: First users; avoid large-scale paid before PMF - **indie-hacker-strategy**: Indie hacker PMF; monetize day one; Ramen profitability - **paid-ads-strategy**: PMF testing (small budget) vs conversion-driven (post-PMF) - **google-ads**: PMF testing with landing page + $47–500 - **gtm-strategy**: GTM framework; PMF validation before scaling GTM - **product-launch**: Launch execution; validate PMF before scaling - **retention-strategy**: Retention as PMF signal; churn as anti-signal
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