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Product patterns are skills paired with tasks or jobs that help you ship and evolve a product with discipline — sourcing real signal, validating before you build, and keeping a steady cadence of improvements that survive scrutiny. Every product pattern has the same shape: a skill that defines what the agent does, a task or job that triggers it, and an output you can act on — typically one validated proposal, or a documented “not this run” with the reason.

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Pick a pattern

Product Improvement Loop

One validated product proposal each run — or one honest report of why no candidate cleared the bar.Good for: A maturing product where you want disciplined, skeptical input on what to ship next.

Competitor Intelligence Loop

A weekly read on your named competitors, with per-competitor files and a single landscape overview kept fresh on every run.Good for: A defined competitive set you want to track over time without commissioning fresh research every week.