executing-plans
executing-plans
Use when executing an implementation plan in the current session as the implementer yourself — your human partner chose inline execution, or no subagent tool is available
product-market-fitAssess and improve product-market fit. Use when the user says "product-market fit", "PMF", "do we have PMF", "why aren't users retaining", "we're not growing", "users aren't sticking", "PMF pyramid", "find our target customer", "are we building for the right person", or wants to diagnose why a product isn't growing or retaining - even if they don't explicit…
Independent GitHub snapshot · Automated classification · Original documentation governs
Based on The Lean Product Playbook by Dan Olsen. Olsen's PMF Pyramid is a structured framework for diagnosing and improving product-market fit. The pyramid has five layers - each layer must be solid before the next one matters. Most teams skip to layer 4 or 5 (features, UX) when the real problem is layer 1 or 2 (wrong customer, wrong need).
The PMF Pyramid (bottom to top):
Who exactly is this product for? Be specific:
If the answer is "everyone" or "anyone who needs X" - the target customer is not defined. Narrow it.
Test: can you describe a specific person by name and context? "A solo founder building their first SaaS product, pre-revenue, doing all support themselves." That's a target customer.
What needs does the target customer have that are not being met well today?
Olsen's importance-satisfaction framework:
These are your opportunities. Build for underserved needs, not just any need.
For the top 2-3 underserved needs: what is your specific claim about how you serve them better?
Format: "For [target customer] who [underserved need], [product name] is [category] that [key benefit]. Unlike [alternatives], we [key differentiator]."
If you can't write this cleanly, the value proposition isn't clear enough to test.
Map current features to underserved needs. For each feature ask:
Remove or deprioritize features that don't map to the top underserved needs.
Does the UX deliver on the value proposition clearly?
Sean Ellis test: survey users with "How would you feel if you could no longer use [product]?"
PMF problems are almost always in layers 1-3, not 4-5. Diagnosis:
1. Optimizing UX before validating the need Bad: Redesigning the UI to improve retention when users are churning because the core need isn't met. Good: Fix layers 1-3 before investing heavily in layers 4-5.
2. Target customer too broad Bad: "Our target customer is small business owners." Good: "Our target customer is solo consultants doing $10-100k/yr who invoice clients manually and lose track of unpaid invoices."
3. Importance-satisfaction done in a meeting Bad: Team guesses importance and satisfaction scores internally. Good: Survey or interview actual target customers for real scores.
4. Chasing the 40% number with the wrong segment Bad: Averaging "very disappointed" scores across all user types. Good: Segment by target customer. 40% among your core segment is the signal that matters.