brainstorm-experiments-existing
Design experiments to test assumptions for an existing product
by phurynFree
Description
brainstorm-experiments-existing is an agent skill for designing low-effort experiments that test the assumptions behind a feature idea for a product that already exists. Instead of building the full feature, the team validates the riskiest assumptions first using methods such as prototypes, A/B tests, technical spikes and other cheap validation approaches. You describe the idea and the assumptions, and the skill first clarifies what the team wants to build and what it needs to learn. If you provide PRDs, assumption lists or design files, the skill reads them before proposing anything. It then works through the experiment design step by step, so each proposed test names what it will show and what result would change the decision. It is used by product teams that want to avoid committing engineering time to a feature before they know it will work. The skill is part of the pm-skills collection by phuryn and is listed on skills.sh as free.…
Highlights
- Designs low-effort experiments for an existing product
- Covers prototypes, A/B tests and technical spikes
- Clarifies the idea and the assumptions to validate first
- Reads PRDs, assumption lists and designs you provide
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brainstorm-experiments-existing FAQ
What does it produce?
A set of low-effort experiments that test a feature's assumptions before full implementation.
What methods does it suggest?
Prototypes, A/B tests, spikes and other low-effort validation methods.
What do I need to provide?
A description of the idea and its assumptions, plus any PRDs or designs you have.
Who is it for?
Product teams working on a product that is already live.
How do I install it?
Run npx skills add https://github.com/phuryn/pm-skills --skill brainstorm-experiments-existing in your terminal.
Is it free?
The listing shows the skill as free.
What are the best brainstorm-experiments-existing alternatives?
Popular alternatives to brainstorm-experiments-existing include ab-test-analysis, product-lens and brainstorm-experiments-new. See all brainstorm-experiments-existing alternatives